Assignment1
David Blumenstiel
2/23/2021
library(knitr)
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## v tidyr 1.0.2 v stringr 1.4.0
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## sleeplibrary(corrplot)## corrplot 0.84 loadedlibrary(naniar)
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## nasalibrary(MASS)##
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## selecttesting <- read.csv("C:\\Users\\blume\\OneDrive\\Desktop\\CUNY MSDS\\Data 621 Buisness Analytics and Data Mining\\Assignment_1\\moneyball-evaluation-data.csv")
training <-read.csv("C:\\Users\\blume\\OneDrive\\Desktop\\CUNY MSDS\\Data 621 Buisness Analytics and Data Mining\\Assignment_1\\moneyball-training-data.csv")summary(training)## INDEX TARGET_WINS TEAM_BATTING_H TEAM_BATTING_2B
## Min. : 1.0 Min. : 0.00 Min. : 891 Min. : 69.0
## 1st Qu.: 630.8 1st Qu.: 71.00 1st Qu.:1383 1st Qu.:208.0
## Median :1270.5 Median : 82.00 Median :1454 Median :238.0
## Mean :1268.5 Mean : 80.79 Mean :1469 Mean :241.2
## 3rd Qu.:1915.5 3rd Qu.: 92.00 3rd Qu.:1537 3rd Qu.:273.0
## Max. :2535.0 Max. :146.00 Max. :2554 Max. :458.0
##
## TEAM_BATTING_3B TEAM_BATTING_HR TEAM_BATTING_BB TEAM_BATTING_SO
## Min. : 0.00 Min. : 0.00 Min. : 0.0 Min. : 0.0
## 1st Qu.: 34.00 1st Qu.: 42.00 1st Qu.:451.0 1st Qu.: 548.0
## Median : 47.00 Median :102.00 Median :512.0 Median : 750.0
## Mean : 55.25 Mean : 99.61 Mean :501.6 Mean : 735.6
## 3rd Qu.: 72.00 3rd Qu.:147.00 3rd Qu.:580.0 3rd Qu.: 930.0
## Max. :223.00 Max. :264.00 Max. :878.0 Max. :1399.0
## NA's :102
## TEAM_BASERUN_SB TEAM_BASERUN_CS TEAM_BATTING_HBP TEAM_PITCHING_H
## Min. : 0.0 Min. : 0.0 Min. :29.00 Min. : 1137
## 1st Qu.: 66.0 1st Qu.: 38.0 1st Qu.:50.50 1st Qu.: 1419
## Median :101.0 Median : 49.0 Median :58.00 Median : 1518
## Mean :124.8 Mean : 52.8 Mean :59.36 Mean : 1779
## 3rd Qu.:156.0 3rd Qu.: 62.0 3rd Qu.:67.00 3rd Qu.: 1682
## Max. :697.0 Max. :201.0 Max. :95.00 Max. :30132
## NA's :131 NA's :772 NA's :2085
## TEAM_PITCHING_HR TEAM_PITCHING_BB TEAM_PITCHING_SO TEAM_FIELDING_E
## Min. : 0.0 Min. : 0.0 Min. : 0.0 Min. : 65.0
## 1st Qu.: 50.0 1st Qu.: 476.0 1st Qu.: 615.0 1st Qu.: 127.0
## Median :107.0 Median : 536.5 Median : 813.5 Median : 159.0
## Mean :105.7 Mean : 553.0 Mean : 817.7 Mean : 246.5
## 3rd Qu.:150.0 3rd Qu.: 611.0 3rd Qu.: 968.0 3rd Qu.: 249.2
## Max. :343.0 Max. :3645.0 Max. :19278.0 Max. :1898.0
## NA's :102
## TEAM_FIELDING_DP
## Min. : 52.0
## 1st Qu.:131.0
## Median :149.0
## Mean :146.4
## 3rd Qu.:164.0
## Max. :228.0
## NA's :286summary(testing)## INDEX TEAM_BATTING_H TEAM_BATTING_2B TEAM_BATTING_3B
## Min. : 9 Min. : 819 Min. : 44.0 Min. : 14.00
## 1st Qu.: 708 1st Qu.:1387 1st Qu.:210.0 1st Qu.: 35.00
## Median :1249 Median :1455 Median :239.0 Median : 52.00
## Mean :1264 Mean :1469 Mean :241.3 Mean : 55.91
## 3rd Qu.:1832 3rd Qu.:1548 3rd Qu.:278.5 3rd Qu.: 72.00
## Max. :2525 Max. :2170 Max. :376.0 Max. :155.00
##
## TEAM_BATTING_HR TEAM_BATTING_BB TEAM_BATTING_SO TEAM_BASERUN_SB
## Min. : 0.00 Min. : 15.0 Min. : 0.0 Min. : 0.0
## 1st Qu.: 44.50 1st Qu.:436.5 1st Qu.: 545.0 1st Qu.: 59.0
## Median :101.00 Median :509.0 Median : 686.0 Median : 92.0
## Mean : 95.63 Mean :499.0 Mean : 709.3 Mean :123.7
## 3rd Qu.:135.50 3rd Qu.:565.5 3rd Qu.: 912.0 3rd Qu.:151.8
## Max. :242.00 Max. :792.0 Max. :1268.0 Max. :580.0
## NA's :18 NA's :13
## TEAM_BASERUN_CS TEAM_BATTING_HBP TEAM_PITCHING_H TEAM_PITCHING_HR
## Min. : 0.00 Min. :42.00 Min. : 1155 Min. : 0.0
## 1st Qu.: 38.00 1st Qu.:53.50 1st Qu.: 1426 1st Qu.: 52.0
## Median : 49.50 Median :62.00 Median : 1515 Median :104.0
## Mean : 52.32 Mean :62.37 Mean : 1813 Mean :102.1
## 3rd Qu.: 63.00 3rd Qu.:67.50 3rd Qu.: 1681 3rd Qu.:142.5
## Max. :154.00 Max. :96.00 Max. :22768 Max. :336.0
## NA's :87 NA's :240
## TEAM_PITCHING_BB TEAM_PITCHING_SO TEAM_FIELDING_E TEAM_FIELDING_DP
## Min. : 136.0 Min. : 0.0 Min. : 73.0 Min. : 69.0
## 1st Qu.: 471.0 1st Qu.: 613.0 1st Qu.: 131.0 1st Qu.:131.0
## Median : 526.0 Median : 745.0 Median : 163.0 Median :148.0
## Mean : 552.4 Mean : 799.7 Mean : 249.7 Mean :146.1
## 3rd Qu.: 606.5 3rd Qu.: 938.0 3rd Qu.: 252.0 3rd Qu.:164.0
## Max. :2008.0 Max. :9963.0 Max. :1568.0 Max. :204.0
## NA's :18 NA's :31#There is somthing wrong with this; the correlations are off
training %>%
cor(., use = "complete.obs") %>%
corrplot(., method = "color", type = "upper", tl.col = "black", tl.cex=.8, diag = FALSE)
cleanup <- function(df, outlier_mult = 1.5) {
#Outlier_mult is what mutliple of the IQR a value needs to be away from the median to be considered an outlier
#Change NA to median where appropriate
df <- df %>% replace_na(list(TEAM_BATTING_SO = median(df$TEAM_BATTING_SO[(is.na(df$TEAM_BATTING_SO) == FALSE)]),
TEAM_BASERUN_SB = median(df$TEAM_BASERUN_SB[(is.na(df$TEAM_BASERUN_SB) == FALSE)]),
TEAM_BASERUN_CS = median(df$TEAM_BASERUN_CS[(is.na(df$TEAM_BASERUN_CS) == FALSE)]),
TEAM_PITCHING_SO = median(df$TEAM_PITCHING_SO[(is.na(df$TEAM_PITCHING_SO) == FALSE)]),
TEAM_FIELDING_DP = median(df$TEAM_FIELDING_DP[(is.na(df$TEAM_FIELDING_DP) == FALSE)])
))
#Drop column with too many NA
df$TEAM_BATTING_HBP <- NULL
df$INDEX <- NULL
#Removes with outliers
i = 1 #Skip the index
k = 0 #Count of outliers changed
while (i < length(colnames(df))) { #Column cycle
i = i+1
iqr= IQR(df[,i])
med = median(df[,i])
max_range = c(med - iqr * outlier_mult, med + iqr * outlier_mult) #Defines the maximum range, outside of which values are considered outliers
j = 0
while (j < length(df[,i])) { #Row cycle
j = j + 1
if (df[j,i] < max_range[1] || df[j,i] > max_range[2] ) {
df[j,i] <- med #Sets outliers to median column value
k = k + 1
}
}
}
print(paste("set",k, "outliers to median"))
return(df)
}Now we’ll use the function to clean the data. In addition, we’ll also do a box-cox transformation on the responce variable.
#Clean all the data
testing <- cleanup(testing, outlier_mult = 3) ## [1] "set 72 outliers to median"training <- cleanup(training, outlier_mult = 3)## [1] "set 705 outliers to median"#Guide for this bit found here https://www.r-bloggers.com/2016/01/how-to-detect-heteroscedasticity-and-rectify-it/
boxcox_trans_mod <- BoxCoxTrans(training$TARGET_WINS)
training$TARGET_WINS_transformed <- predict(boxcox_trans_mod, training$TARGET_WINS)
summary(training)## TARGET_WINS TEAM_BATTING_H TEAM_BATTING_2B TEAM_BATTING_3B
## Min. : 0.00 Min. : 992 Min. : 69.0 Min. : 0.00
## 1st Qu.: 71.00 1st Qu.:1383 1st Qu.:208.0 1st Qu.: 34.00
## Median : 82.00 Median :1454 Median :238.0 Median : 47.00
## Mean : 80.79 Mean :1461 Mean :241.2 Mean : 54.82
## 3rd Qu.: 92.00 3rd Qu.:1531 3rd Qu.:273.0 3rd Qu.: 72.00
## Max. :146.00 Max. :1908 Max. :403.0 Max. :161.00
## TEAM_BATTING_HR TEAM_BATTING_BB TEAM_BATTING_SO TEAM_BASERUN_SB
## Min. : 0.00 Min. :125.0 Min. : 0.0 Min. : 0.0
## 1st Qu.: 42.00 1st Qu.:455.0 1st Qu.: 556.8 1st Qu.: 67.0
## Median :102.00 Median :512.0 Median : 750.0 Median :101.0
## Mean : 99.61 Mean :508.9 Mean : 736.3 Mean :113.9
## 3rd Qu.:147.00 3rd Qu.:580.0 3rd Qu.: 925.0 3rd Qu.:143.2
## Max. :264.00 Max. :878.0 Max. :1399.0 Max. :349.0
## TEAM_BASERUN_CS TEAM_PITCHING_H TEAM_PITCHING_HR TEAM_PITCHING_BB
## Min. :19.00 Min. :1137 Min. : 0.0 Min. :140.0
## 1st Qu.:45.00 1st Qu.:1419 1st Qu.: 50.0 1st Qu.:476.0
## Median :49.00 Median :1518 Median :107.0 Median :536.5
## Mean :48.63 Mean :1550 Mean :105.7 Mean :544.6
## 3rd Qu.:51.00 3rd Qu.:1623 3rd Qu.:150.0 3rd Qu.:608.0
## Max. :79.00 Max. :2306 Max. :343.0 Max. :935.0
## TEAM_PITCHING_SO TEAM_FIELDING_E TEAM_FIELDING_DP TARGET_WINS_transformed
## Min. : 0.0 Min. : 65.0 Min. : 68.0 Min. : 0.00
## 1st Qu.: 626.0 1st Qu.:127.0 1st Qu.:134.0 1st Qu.: 71.00
## Median : 813.5 Median :159.0 Median :149.0 Median : 82.00
## Mean : 796.8 Mean :179.0 Mean :146.8 Mean : 80.79
## 3rd Qu.: 954.0 3rd Qu.:195.2 3rd Qu.:161.2 3rd Qu.: 92.00
## Max. :1781.0 Max. :524.0 Max. :228.0 Max. :146.00#par(mfrow=c(4,4))
names = colnames(training)
for (i in 3:length(training)-1) {
name = names[i]
plot(training$TARGET_WINS_transformed ~ training[,i], xlab = name, ylab = "TARGET_WINS_transformed")
l = lm(training$TARGET_WINS_transformed ~ training[,i])
abline(l, col = "red")
text(min(training[,i]),130,paste("R^2 = ", round(summary(l)$r.squared,3)," cor = ",round(cor(y = training$TARGET_WINS_transformed, x = training[,i]),3)), adj = 0)
}
Model 1
This model performs the best of the two I’ve made. It utilizes all variables except the pitching ones, which are pretty much co-linear with the batting ones. This uses a stepwise method to narrow down the parameters, and checks all interactions terms 2 layers deep. 5 fold cv is used with 2 repeats.
set.seed(1234567890) #So you see the same thing I do
#Set's up some K-fold validation and repetition
tr <- trainControl(method = "repeatedcv", number = 5, repeats = 2)
#Set's up the model
model <- train(TARGET_WINS_transformed~ (TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR + TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB + TEAM_BASERUN_CS + TEAM_FIELDING_E + TEAM_FIELDING_DP)^2, data = training, method = "lmStepAIC", trControl= tr)## Start: AIC=9210.27
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB +
## TEAM_BASERUN_CS + TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_E` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_BASERUN_CS` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_BASERUN_CS` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_HR:TEAM_FIELDING_DP` + `TEAM_BATTING_BB:TEAM_BATTING_SO` +
## `TEAM_BATTING_BB:TEAM_BASERUN_SB` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_FIELDING_DP` +
## `TEAM_BATTING_SO:TEAM_BASERUN_SB` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BATTING_SO:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_SB:TEAM_BASERUN_CS` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_DP` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - TEAM_BATTING_H 1 0.0 269855 9208.3
## - TEAM_BASERUN_CS 1 0.1 269855 9208.3
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 0.2 269855 9208.3
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 0.8 269855 9208.3
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 1.9 269857 9208.3
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 6.8 269861 9208.3
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 8.1 269863 9208.3
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 10.2 269865 9208.3
## - `TEAM_BASERUN_SB:TEAM_BASERUN_CS` 1 16.9 269872 9208.4
## - `TEAM_BATTING_BB:TEAM_BASERUN_SB` 1 21.9 269877 9208.4
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 25.4 269880 9208.4
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 25.7 269880 9208.4
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 44.5 269899 9208.6
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 59.9 269915 9208.7
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 152.5 270007 9209.3
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 158.1 270013 9209.3
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 194.8 270049 9209.6
## - TEAM_BATTING_SO 1 220.3 270075 9209.8
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 250.4 270105 9210.0
## - TEAM_BATTING_BB 1 285.6 270140 9210.2
## <none> 269855 9210.3
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 301.7 270156 9210.3
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 328.8 270183 9210.5
## - TEAM_FIELDING_DP 1 345.8 270200 9210.6
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 353.5 270208 9210.6
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 372.2 270227 9210.8
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 405.0 270260 9211.0
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 418.8 270273 9211.1
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 463.6 270318 9211.4
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 546.3 270401 9211.9
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 549.0 270404 9212.0
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 568.7 270423 9212.1
## - TEAM_BATTING_HR 1 612.8 270467 9212.4
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 625.6 270480 9212.5
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 692.0 270547 9212.9
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 735.2 270590 9213.2
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 763.8 270618 9213.4
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 820.1 270675 9213.8
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 838.0 270693 9213.9
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 882.1 270737 9214.2
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 923.8 270778 9214.5
## - TEAM_FIELDING_E 1 1033.4 270888 9215.2
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1264.7 271119 9216.8
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 1293.7 271148 9217.0
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1315.0 271170 9217.1
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1343.0 271198 9217.3
## - TEAM_BATTING_3B 1 1478.4 271333 9218.2
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2061.9 271916 9222.1
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 2090.9 271945 9222.3
## - TEAM_BASERUN_SB 1 2095.5 271950 9222.3
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 2281.5 272136 9223.6
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2737.7 272592 9226.6
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3245.4 273100 9230.0
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 3252.6 273107 9230.1
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 4558.8 274413 9238.8
## - TEAM_BATTING_2B 1 4904.8 274759 9241.0
##
## Step: AIC=9208.27
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB + TEAM_BASERUN_CS +
## TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_E` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_BASERUN_CS` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_BASERUN_CS` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_HR:TEAM_FIELDING_DP` + `TEAM_BATTING_BB:TEAM_BATTING_SO` +
## `TEAM_BATTING_BB:TEAM_BASERUN_SB` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_FIELDING_DP` +
## `TEAM_BATTING_SO:TEAM_BASERUN_SB` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BATTING_SO:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_SB:TEAM_BASERUN_CS` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_DP` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - TEAM_BASERUN_CS 1 0.1 269855 9206.3
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 0.2 269855 9206.3
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 0.8 269855 9206.3
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 2.1 269857 9206.3
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 7.3 269862 9206.3
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 8.5 269863 9206.3
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 10.8 269865 9206.3
## - `TEAM_BASERUN_SB:TEAM_BASERUN_CS` 1 17.1 269872 9206.4
## - `TEAM_BATTING_BB:TEAM_BASERUN_SB` 1 21.9 269877 9206.4
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 25.7 269880 9206.4
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 25.7 269880 9206.4
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 45.1 269900 9206.6
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 63.0 269918 9206.7
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 152.7 270007 9207.3
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 194.9 270050 9207.6
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 222.1 270077 9207.8
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 260.6 270115 9208.0
## - TEAM_BATTING_BB 1 293.9 270148 9208.2
## <none> 269855 9208.3
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 301.9 270156 9208.3
## - TEAM_BATTING_SO 1 326.4 270181 9208.5
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 329.6 270184 9208.5
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 354.3 270209 9208.7
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 372.2 270227 9208.8
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 426.4 270281 9209.1
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 428.3 270283 9209.2
## - TEAM_FIELDING_DP 1 459.2 270314 9209.4
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 517.8 270372 9209.8
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 549.0 270404 9210.0
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 550.0 270405 9210.0
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 634.4 270489 9210.5
## - TEAM_BATTING_HR 1 718.3 270573 9211.1
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 742.1 270597 9211.3
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 781.2 270636 9211.5
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 795.7 270650 9211.6
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 833.0 270688 9211.9
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 841.3 270696 9211.9
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 906.4 270761 9212.4
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 913.2 270768 9212.4
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 925.5 270780 9212.5
## - TEAM_FIELDING_E 1 1043.8 270898 9213.3
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1265.1 271120 9214.8
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 1298.1 271153 9215.0
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1319.6 271174 9215.1
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1407.6 271262 9215.7
## - TEAM_BATTING_3B 1 1483.1 271338 9216.2
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2065.3 271920 9220.1
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 2092.5 271947 9220.3
## - TEAM_BASERUN_SB 1 2096.1 271951 9220.3
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 2568.8 272423 9223.5
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2738.8 272593 9224.6
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3249.1 273104 9228.0
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 3253.5 273108 9228.1
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 4649.6 274504 9237.4
## - TEAM_BATTING_2B 1 5205.3 275060 9241.0
##
## Step: AIC=9206.27
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB + TEAM_FIELDING_E +
## TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_E` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_BASERUN_SB` + `TEAM_BATTING_HR:TEAM_BASERUN_CS` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_HR:TEAM_FIELDING_DP` +
## `TEAM_BATTING_BB:TEAM_BATTING_SO` + `TEAM_BATTING_BB:TEAM_BASERUN_SB` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_FIELDING_DP` + `TEAM_BATTING_SO:TEAM_BASERUN_SB` +
## `TEAM_BATTING_SO:TEAM_BASERUN_CS` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BATTING_SO:TEAM_FIELDING_DP` + `TEAM_BASERUN_SB:TEAM_BASERUN_CS` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_BASERUN_CS:TEAM_FIELDING_DP` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 0.2 269855 9204.3
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 0.7 269855 9204.3
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 2.0 269857 9204.3
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 7.2 269862 9204.3
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 8.8 269863 9204.3
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 11.4 269866 9204.3
## - `TEAM_BASERUN_SB:TEAM_BASERUN_CS` 1 17.0 269872 9204.4
## - `TEAM_BATTING_BB:TEAM_BASERUN_SB` 1 21.9 269877 9204.4
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 25.7 269880 9204.4
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 26.8 269881 9204.4
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 45.1 269900 9204.6
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 68.1 269923 9204.7
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 158.8 270014 9205.3
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 195.0 270050 9205.6
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 266.0 270121 9206.1
## - TEAM_BATTING_BB 1 294.6 270149 9206.3
## <none> 269855 9206.3
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 301.9 270157 9206.3
## - TEAM_BATTING_SO 1 326.6 270181 9206.5
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 329.7 270184 9206.5
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 364.1 270219 9206.7
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 421.8 270276 9207.1
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 426.4 270281 9207.1
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 434.8 270290 9207.2
## - TEAM_FIELDING_DP 1 471.2 270326 9207.4
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 527.9 270383 9207.8
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 548.9 270404 9208.0
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 550.4 270405 9208.0
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 634.3 270489 9208.5
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 650.2 270505 9208.6
## - TEAM_BATTING_HR 1 726.1 270581 9209.2
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 752.0 270607 9209.3
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 795.3 270650 9209.6
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 817.2 270672 9209.8
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 833.1 270688 9209.9
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 844.9 270700 9210.0
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 913.2 270768 9210.4
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 926.7 270781 9210.5
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1043.5 270898 9211.3
## - TEAM_FIELDING_E 1 1083.8 270939 9211.6
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1301.1 271156 9213.0
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 1310.4 271165 9213.1
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1319.9 271175 9213.1
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1467.9 271323 9214.1
## - TEAM_BATTING_3B 1 1483.6 271338 9214.2
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2069.2 271924 9218.2
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 2092.8 271948 9218.3
## - TEAM_BASERUN_SB 1 2239.0 272094 9219.3
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 2638.6 272493 9222.0
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2753.5 272608 9222.7
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3253.1 273108 9226.1
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 3254.5 273109 9226.1
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 4673.0 274528 9235.5
## - TEAM_BATTING_2B 1 5254.2 275109 9239.4
##
## Step: AIC=9204.27
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB + TEAM_FIELDING_E +
## TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_E` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_BASERUN_SB` + `TEAM_BATTING_HR:TEAM_BASERUN_CS` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_HR:TEAM_FIELDING_DP` +
## `TEAM_BATTING_BB:TEAM_BATTING_SO` + `TEAM_BATTING_BB:TEAM_BASERUN_SB` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_FIELDING_DP` + `TEAM_BATTING_SO:TEAM_BASERUN_SB` +
## `TEAM_BATTING_SO:TEAM_BASERUN_CS` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_BASERUN_CS` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_DP` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 0.6 269856 9202.3
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 4.3 269859 9202.3
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 7.0 269862 9202.3
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 8.7 269864 9202.3
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 11.9 269867 9202.3
## - `TEAM_BASERUN_SB:TEAM_BASERUN_CS` 1 17.0 269872 9202.4
## - `TEAM_BATTING_BB:TEAM_BASERUN_SB` 1 21.8 269877 9202.4
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 25.5 269880 9202.4
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 27.8 269883 9202.5
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 44.9 269900 9202.6
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 68.2 269923 9202.7
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 158.7 270014 9203.3
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 197.0 270052 9203.6
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 269.2 270124 9204.1
## <none> 269855 9204.3
## - TEAM_BATTING_BB 1 299.6 270155 9204.3
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 301.9 270157 9204.3
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 329.7 270185 9204.5
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 364.4 270219 9204.7
## - TEAM_BATTING_SO 1 423.2 270278 9205.1
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 425.2 270280 9205.1
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 426.5 270281 9205.1
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 445.6 270301 9205.3
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 536.2 270391 9205.9
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 549.4 270404 9206.0
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 551.9 270407 9206.0
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 650.0 270505 9206.6
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 653.4 270508 9206.7
## - TEAM_FIELDING_DP 1 713.1 270568 9207.1
## - TEAM_BATTING_HR 1 744.8 270600 9207.3
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 754.4 270609 9207.3
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 819.7 270675 9207.8
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 832.9 270688 9207.9
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 845.8 270701 9208.0
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 870.3 270725 9208.1
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 927.0 270782 9208.5
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 945.3 270800 9208.6
## - TEAM_FIELDING_E 1 1088.9 270944 9209.6
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1198.2 271053 9210.3
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1317.7 271173 9211.1
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1323.1 271178 9211.2
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1481.3 271336 9212.2
## - TEAM_BATTING_3B 1 1495.9 271351 9212.3
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 1524.3 271379 9212.5
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2069.0 271924 9216.2
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 2102.1 271957 9216.4
## - TEAM_BASERUN_SB 1 2239.6 272095 9217.3
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 2764.7 272620 9220.8
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2778.5 272633 9220.9
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 3272.9 273128 9224.2
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3284.5 273139 9224.3
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 4674.2 274529 9233.5
## - TEAM_BATTING_2B 1 5262.7 275118 9237.4
##
## Step: AIC=9202.27
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB + TEAM_FIELDING_E +
## TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_E` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_BASERUN_SB` + `TEAM_BATTING_HR:TEAM_BASERUN_CS` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_HR:TEAM_FIELDING_DP` +
## `TEAM_BATTING_BB:TEAM_BATTING_SO` + `TEAM_BATTING_BB:TEAM_BASERUN_SB` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_FIELDING_DP` + `TEAM_BATTING_SO:TEAM_BASERUN_SB` +
## `TEAM_BATTING_SO:TEAM_BASERUN_CS` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_BASERUN_CS` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 4.1 269860 9200.3
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 7.4 269863 9200.3
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 8.5 269864 9200.3
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 11.5 269867 9200.3
## - `TEAM_BASERUN_SB:TEAM_BASERUN_CS` 1 16.4 269872 9200.4
## - `TEAM_BATTING_BB:TEAM_BASERUN_SB` 1 22.0 269878 9200.4
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 25.8 269881 9200.4
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 28.1 269884 9200.5
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 45.3 269901 9200.6
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 71.0 269927 9200.8
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 158.3 270014 9201.3
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 196.4 270052 9201.6
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 269.8 270125 9202.1
## <none> 269856 9202.3
## - TEAM_BATTING_BB 1 300.4 270156 9202.3
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 302.2 270158 9202.3
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 329.3 270185 9202.5
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 381.3 270237 9202.8
## - TEAM_BATTING_SO 1 424.2 270280 9203.1
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 425.0 270281 9203.1
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 426.0 270282 9203.1
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 537.7 270393 9203.9
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 551.2 270407 9204.0
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 552.0 270408 9204.0
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 601.4 270457 9204.3
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 652.8 270508 9204.7
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 659.9 270515 9204.7
## - TEAM_BATTING_HR 1 744.2 270600 9205.3
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 754.7 270610 9205.4
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 826.6 270682 9205.8
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 832.5 270688 9205.9
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 848.0 270704 9206.0
## - TEAM_FIELDING_DP 1 854.8 270710 9206.0
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 869.9 270725 9206.1
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 929.4 270785 9206.5
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 954.1 270810 9206.7
## - TEAM_FIELDING_E 1 1088.4 270944 9207.6
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1208.0 271064 9208.4
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1318.4 271174 9209.1
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1323.3 271179 9209.2
## - TEAM_BATTING_3B 1 1499.8 271355 9210.4
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1519.7 271375 9210.5
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 1604.3 271460 9211.1
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2069.5 271925 9214.2
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 2101.8 271957 9214.4
## - TEAM_BASERUN_SB 1 2239.5 272095 9215.3
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2778.3 272634 9218.9
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 2796.8 272652 9219.0
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 3272.4 273128 9222.2
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3293.1 273149 9222.3
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 4674.6 274530 9231.5
## - TEAM_BATTING_2B 1 5264.0 275120 9235.4
##
## Step: AIC=9200.3
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB + TEAM_FIELDING_E +
## TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_E` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_BASERUN_SB` + `TEAM_BATTING_HR:TEAM_BASERUN_CS` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_BATTING_SO` +
## `TEAM_BATTING_BB:TEAM_BASERUN_SB` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_FIELDING_DP` +
## `TEAM_BATTING_SO:TEAM_BASERUN_SB` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_BASERUN_CS` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 7.4 269867 9198.3
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 8.3 269868 9198.4
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 10.3 269870 9198.4
## - `TEAM_BASERUN_SB:TEAM_BASERUN_CS` 1 16.2 269876 9198.4
## - `TEAM_BATTING_BB:TEAM_BASERUN_SB` 1 20.6 269880 9198.4
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 25.9 269886 9198.5
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 28.5 269888 9198.5
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 44.9 269905 9198.6
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 71.5 269931 9198.8
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 165.1 270025 9199.4
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 244.3 270104 9199.9
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 267.8 270128 9200.1
## <none> 269860 9200.3
## - TEAM_BATTING_BB 1 297.3 270157 9200.3
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 298.5 270158 9200.3
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 329.4 270189 9200.5
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 381.5 270241 9200.9
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 427.6 270287 9201.2
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 429.2 270289 9201.2
## - TEAM_BATTING_SO 1 429.9 270290 9201.2
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 536.6 270396 9201.9
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 549.9 270410 9202.0
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 577.4 270437 9202.2
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 603.3 270463 9202.4
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 655.6 270515 9202.7
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 659.2 270519 9202.7
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 762.8 270622 9203.4
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 834.8 270695 9203.9
## - TEAM_BATTING_HR 1 841.9 270702 9204.0
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 842.1 270702 9204.0
## - TEAM_FIELDING_DP 1 850.7 270710 9204.0
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 861.7 270721 9204.1
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 929.1 270789 9204.6
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 984.0 270844 9204.9
## - TEAM_FIELDING_E 1 1088.0 270948 9205.6
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 1151.3 271011 9206.0
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1239.4 271099 9206.6
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1326.5 271186 9207.2
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1352.4 271212 9207.4
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1523.3 271383 9208.5
## - TEAM_BATTING_3B 1 1589.1 271449 9209.0
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 1627.1 271487 9209.2
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2075.1 271935 9212.2
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 2134.4 271994 9212.6
## - TEAM_BASERUN_SB 1 2255.1 272115 9213.4
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 2794.9 272655 9217.1
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2850.4 272710 9217.4
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 3269.2 273129 9220.2
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3312.0 273172 9220.5
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 4670.5 274530 9229.5
## - TEAM_BATTING_2B 1 5308.0 275168 9233.8
##
## Step: AIC=9198.35
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB + TEAM_FIELDING_E +
## TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_E` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_BASERUN_CS` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_BASERUN_CS` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_BATTING_SO` + `TEAM_BATTING_BB:TEAM_BASERUN_SB` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_FIELDING_DP` + `TEAM_BATTING_SO:TEAM_BASERUN_SB` +
## `TEAM_BATTING_SO:TEAM_BASERUN_CS` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_BASERUN_CS` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 8.0 269875 9196.4
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 8.2 269875 9196.4
## - `TEAM_BASERUN_SB:TEAM_BASERUN_CS` 1 16.5 269884 9196.5
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 22.0 269889 9196.5
## - `TEAM_BATTING_BB:TEAM_BASERUN_SB` 1 22.5 269890 9196.5
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 32.7 269900 9196.6
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 44.9 269912 9196.7
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 71.2 269938 9196.8
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 164.0 270031 9197.5
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 247.9 270115 9198.0
## <none> 269867 9198.3
## - TEAM_BATTING_BB 1 299.8 270167 9198.4
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 302.4 270169 9198.4
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 325.8 270193 9198.5
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 329.0 270196 9198.6
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 383.0 270250 9198.9
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 422.2 270289 9199.2
## - TEAM_BATTING_SO 1 422.7 270290 9199.2
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 424.8 270292 9199.2
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 530.0 270397 9199.9
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 542.6 270410 9200.0
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 579.0 270446 9200.3
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 596.1 270463 9200.4
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 652.7 270520 9200.7
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 656.5 270524 9200.8
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 761.2 270628 9201.5
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 834.8 270702 9202.0
## - TEAM_FIELDING_DP 1 843.4 270711 9202.0
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 844.2 270711 9202.0
## - TEAM_BATTING_HR 1 844.3 270711 9202.0
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 900.5 270768 9202.4
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 940.3 270807 9202.7
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 986.8 270854 9203.0
## - TEAM_FIELDING_E 1 1095.4 270963 9203.7
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 1148.2 271015 9204.1
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1235.4 271102 9204.7
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1351.2 271218 9205.4
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1407.5 271275 9205.8
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 1636.7 271504 9207.4
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1715.9 271583 9207.9
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 2154.2 272021 9210.8
## - TEAM_BASERUN_SB 1 2373.0 272240 9212.3
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2400.3 272267 9212.5
## - TEAM_BATTING_3B 1 2826.7 272694 9215.3
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2857.2 272724 9215.5
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 2943.0 272810 9216.1
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 3324.7 273192 9218.6
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3337.6 273205 9218.7
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 5104.2 274971 9230.5
## - TEAM_BATTING_2B 1 5689.2 275556 9234.3
##
## Step: AIC=9196.4
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB + TEAM_FIELDING_E +
## TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_E` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_BASERUN_SB` + `TEAM_BATTING_HR:TEAM_BASERUN_CS` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_BATTING_SO` +
## `TEAM_BATTING_BB:TEAM_BASERUN_SB` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_FIELDING_DP` +
## `TEAM_BATTING_SO:TEAM_BASERUN_SB` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_BASERUN_CS` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 6.5 269882 9194.4
## - `TEAM_BASERUN_SB:TEAM_BASERUN_CS` 1 16.5 269892 9194.5
## - `TEAM_BATTING_BB:TEAM_BASERUN_SB` 1 23.3 269898 9194.6
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 24.6 269900 9194.6
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 33.9 269909 9194.6
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 62.4 269938 9194.8
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 75.3 269950 9194.9
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 158.8 270034 9195.5
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 256.7 270132 9196.1
## <none> 269875 9196.4
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 303.4 270179 9196.4
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 318.0 270193 9196.5
## - TEAM_BATTING_BB 1 345.8 270221 9196.7
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 366.2 270241 9196.9
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 376.9 270252 9196.9
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 436.7 270312 9197.3
## - TEAM_BATTING_SO 1 529.9 270405 9198.0
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 540.8 270416 9198.0
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 556.3 270431 9198.2
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 574.9 270450 9198.3
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 652.0 270527 9198.8
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 665.8 270541 9198.9
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 665.9 270541 9198.9
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 765.5 270641 9199.6
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 801.5 270677 9199.8
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 833.5 270709 9200.0
## - TEAM_FIELDING_DP 1 838.9 270714 9200.1
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 895.3 270770 9200.4
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 945.0 270820 9200.8
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 947.3 270822 9200.8
## - TEAM_FIELDING_E 1 1131.0 271006 9202.0
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 1140.2 271015 9202.1
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1227.7 271103 9202.7
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1233.9 271109 9202.7
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1357.7 271233 9203.5
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1399.5 271275 9203.8
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 1647.5 271523 9205.5
## - TEAM_BATTING_HR 1 1678.6 271554 9205.7
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1762.0 271637 9206.2
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 2146.8 272022 9208.8
## - TEAM_BASERUN_SB 1 2365.4 272241 9210.3
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2410.6 272286 9210.6
## - TEAM_BATTING_3B 1 2820.7 272696 9213.3
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2909.1 272784 9213.9
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3332.8 273208 9216.7
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 3456.9 273332 9217.6
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 4149.8 274025 9222.2
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 5475.6 275351 9231.0
## - TEAM_BATTING_2B 1 5758.5 275634 9232.8
##
## Step: AIC=9194.45
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB + TEAM_FIELDING_E +
## TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_E` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_BASERUN_CS` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_BATTING_SO` + `TEAM_BATTING_BB:TEAM_BASERUN_SB` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_FIELDING_DP` + `TEAM_BATTING_SO:TEAM_BASERUN_SB` +
## `TEAM_BATTING_SO:TEAM_BASERUN_CS` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_BASERUN_CS` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BASERUN_SB:TEAM_BASERUN_CS` 1 19.6 269901 9192.6
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 23.0 269905 9192.6
## - `TEAM_BATTING_BB:TEAM_BASERUN_SB` 1 24.5 269906 9192.6
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 31.7 269913 9192.7
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 59.8 269941 9192.9
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 78.5 269960 9193.0
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 159.1 270041 9193.5
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 253.5 270135 9194.2
## <none> 269882 9194.4
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 309.6 270191 9194.5
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 312.2 270194 9194.6
## - TEAM_BATTING_BB 1 345.9 270228 9194.8
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 364.0 270246 9194.9
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 374.3 270256 9195.0
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 452.0 270334 9195.5
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 537.1 270419 9196.1
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 549.8 270431 9196.2
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 569.8 270452 9196.3
## - TEAM_BATTING_SO 1 592.3 270474 9196.4
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 649.2 270531 9196.8
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 761.1 270643 9197.6
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 779.5 270661 9197.7
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 795.1 270677 9197.8
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 826.9 270709 9198.0
## - TEAM_FIELDING_DP 1 833.3 270715 9198.1
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 889.4 270771 9198.4
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 889.9 270772 9198.4
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 940.7 270822 9198.8
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 940.8 270822 9198.8
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 1134.6 271016 9200.1
## - TEAM_FIELDING_E 1 1153.9 271036 9200.2
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1227.7 271109 9200.7
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1228.1 271110 9200.7
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1373.9 271256 9201.7
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1394.7 271276 9201.8
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 1641.3 271523 9203.5
## - TEAM_BATTING_HR 1 1678.0 271560 9203.7
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1774.2 271656 9204.4
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 2151.0 272033 9206.9
## - TEAM_BASERUN_SB 1 2363.0 272245 9208.3
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2408.8 272290 9208.6
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2914.9 272797 9212.0
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3326.6 273208 9214.7
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 3503.2 273385 9215.9
## - TEAM_BATTING_3B 1 4139.8 274021 9220.2
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 4144.2 274026 9220.2
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 5471.1 275353 9229.0
## - TEAM_BATTING_2B 1 5757.2 275639 9230.9
##
## Step: AIC=9192.58
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB + TEAM_FIELDING_E +
## TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_E` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_BASERUN_CS` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_BATTING_SO` + `TEAM_BATTING_BB:TEAM_BASERUN_SB` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_FIELDING_DP` + `TEAM_BATTING_SO:TEAM_BASERUN_SB` +
## `TEAM_BATTING_SO:TEAM_BASERUN_CS` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 22.6 269924 9190.7
## - `TEAM_BATTING_BB:TEAM_BASERUN_SB` 1 24.7 269926 9190.7
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 31.2 269932 9190.8
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 62.6 269964 9191.0
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 111.8 270013 9191.3
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 161.6 270063 9191.7
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 255.8 270157 9192.3
## <none> 269901 9192.6
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 309.7 270211 9192.7
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 315.1 270216 9192.7
## - TEAM_BATTING_BB 1 351.9 270253 9193.0
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 365.6 270267 9193.0
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 366.1 270267 9193.0
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 473.9 270375 9193.8
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 534.5 270436 9194.2
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 547.2 270448 9194.3
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 568.9 270470 9194.4
## - TEAM_BATTING_SO 1 573.7 270475 9194.4
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 641.8 270543 9194.9
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 781.5 270683 9195.8
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 791.3 270693 9195.9
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 819.6 270721 9196.1
## - TEAM_FIELDING_DP 1 829.0 270730 9196.2
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 835.9 270737 9196.2
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 897.5 270799 9196.6
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 924.8 270826 9196.8
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 938.7 270840 9196.9
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 938.8 270840 9196.9
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 1128.4 271030 9198.2
## - TEAM_FIELDING_E 1 1142.1 271043 9198.3
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1217.9 271119 9198.8
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1238.5 271140 9198.9
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1372.3 271274 9199.8
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1393.4 271295 9200.0
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 1639.6 271541 9201.6
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1781.1 271682 9202.6
## - TEAM_BATTING_HR 1 1783.1 271684 9202.6
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 2165.8 272067 9205.1
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2428.0 272329 9206.9
## - TEAM_BASERUN_SB 1 2778.0 272679 9209.2
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2895.5 272797 9210.0
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3323.1 273224 9212.9
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 3507.9 273409 9214.1
## - TEAM_BATTING_3B 1 4130.4 274032 9218.2
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 4131.4 274033 9218.2
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 5470.3 275372 9227.1
## - TEAM_BATTING_2B 1 5737.6 275639 9228.9
##
## Step: AIC=9190.73
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB + TEAM_FIELDING_E +
## TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_E` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_BASERUN_CS` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_BATTING_SO` + `TEAM_BATTING_BB:TEAM_BASERUN_SB` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_FIELDING_DP` + `TEAM_BATTING_SO:TEAM_BASERUN_SB` +
## `TEAM_BATTING_SO:TEAM_BASERUN_CS` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 14.8 269939 9188.8
## - `TEAM_BATTING_BB:TEAM_BASERUN_SB` 1 34.6 269958 9189.0
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 53.0 269977 9189.1
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 107.9 270032 9189.5
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 206.8 270131 9190.1
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 260.2 270184 9190.5
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 295.3 270219 9190.7
## <none> 269924 9190.7
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 303.1 270227 9190.8
## - TEAM_BATTING_BB 1 337.5 270261 9191.0
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 378.8 270303 9191.3
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 383.0 270307 9191.3
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 476.8 270401 9191.9
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 525.7 270450 9192.3
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 547.2 270471 9192.4
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 548.6 270472 9192.4
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 621.5 270545 9192.9
## - TEAM_BATTING_SO 1 675.3 270599 9193.3
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 762.7 270687 9193.9
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 773.6 270697 9193.9
## - TEAM_FIELDING_DP 1 821.9 270746 9194.3
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 823.2 270747 9194.3
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 843.4 270767 9194.4
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 893.1 270817 9194.7
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 919.4 270843 9194.9
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 954.2 270878 9195.2
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 996.6 270920 9195.4
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 1117.7 271042 9196.3
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1216.9 271141 9196.9
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1219.6 271144 9196.9
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1394.9 271319 9198.1
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1419.8 271344 9198.3
## - TEAM_FIELDING_E 1 1574.8 271499 9199.3
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 1652.0 271576 9199.8
## - TEAM_BATTING_HR 1 1766.9 271691 9200.6
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1773.1 271697 9200.6
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 2145.8 272070 9203.1
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2440.0 272364 9205.1
## - TEAM_BASERUN_SB 1 2854.4 272778 9207.9
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2888.7 272813 9208.1
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 3673.1 273597 9213.3
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3801.2 273725 9214.2
## - TEAM_BATTING_3B 1 4113.1 274037 9216.3
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 4121.1 274045 9216.3
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 5610.5 275534 9226.2
## - TEAM_BATTING_2B 1 5808.7 275733 9227.5
##
## Step: AIC=9188.83
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB + TEAM_FIELDING_E +
## TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_E` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_BASERUN_CS` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_BATTING_SO` + `TEAM_BATTING_BB:TEAM_BASERUN_SB` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_FIELDING_DP` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_BB:TEAM_BASERUN_SB` 1 39.1 269978 9187.1
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 52.3 269991 9187.2
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 100.6 270039 9187.5
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 261.1 270200 9188.6
## <none> 269939 9188.8
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 310.8 270250 9188.9
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 316.6 270255 9189.0
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 338.0 270277 9189.1
## - TEAM_BATTING_BB 1 341.8 270281 9189.1
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 373.6 270312 9189.3
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 398.3 270337 9189.5
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 470.1 270409 9190.0
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 525.6 270464 9190.4
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 554.1 270493 9190.6
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 558.4 270497 9190.6
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 631.7 270570 9191.1
## - TEAM_BATTING_SO 1 676.7 270615 9191.4
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 761.2 270700 9192.0
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 815.0 270754 9192.3
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 825.6 270764 9192.4
## - TEAM_FIELDING_DP 1 830.6 270769 9192.4
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 841.2 270780 9192.5
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 892.7 270831 9192.8
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 936.3 270875 9193.1
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 982.3 270921 9193.4
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 1043.5 270982 9193.9
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 1115.5 271054 9194.3
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1212.4 271151 9195.0
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1236.8 271175 9195.2
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1468.0 271407 9196.7
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1555.9 271495 9197.3
## - TEAM_FIELDING_E 1 1570.1 271509 9197.4
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 1670.8 271609 9198.1
## - TEAM_BATTING_HR 1 1752.7 271691 9198.6
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1783.5 271722 9198.8
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 2140.6 272079 9201.2
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2842.0 272781 9205.9
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2900.5 272839 9206.3
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 3658.8 273597 9211.3
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3793.4 273732 9212.2
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 4113.3 274052 9214.4
## - TEAM_BATTING_3B 1 4224.9 274164 9215.1
## - TEAM_BASERUN_SB 1 4903.0 274842 9219.6
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 5709.1 275648 9224.9
## - TEAM_BATTING_2B 1 5833.3 275772 9225.7
##
## Step: AIC=9187.1
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB + TEAM_FIELDING_E +
## TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_E` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_BASERUN_CS` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_BATTING_SO` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_FIELDING_DP` +
## `TEAM_BATTING_SO:TEAM_BASERUN_CS` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 58.2 270036 9185.5
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 88.9 270067 9185.7
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 272.8 270251 9186.9
## <none> 269978 9187.1
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 313.0 270291 9187.2
## - TEAM_BATTING_BB 1 349.4 270327 9187.4
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 362.4 270340 9187.5
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 365.1 270343 9187.6
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 413.8 270392 9187.9
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 470.5 270448 9188.3
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 487.8 270466 9188.4
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 572.8 270551 9189.0
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 586.0 270564 9189.0
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 606.9 270585 9189.2
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 686.4 270664 9189.7
## - TEAM_BATTING_SO 1 691.5 270669 9189.8
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 767.1 270745 9190.3
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 804.6 270782 9190.5
## - TEAM_FIELDING_DP 1 814.0 270792 9190.6
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 872.6 270850 9191.0
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 908.1 270886 9191.2
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 926.1 270904 9191.3
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 993.8 270972 9191.8
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1011.2 270989 9191.9
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 1032.1 271010 9192.0
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 1105.4 271083 9192.5
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1184.8 271163 9193.1
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1238.4 271216 9193.4
## - TEAM_FIELDING_E 1 1532.6 271510 9195.4
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1568.5 271546 9195.6
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1609.3 271587 9195.9
## - TEAM_BATTING_HR 1 1718.5 271696 9196.6
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 1746.7 271724 9196.8
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1799.1 271777 9197.2
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 2284.3 272262 9200.4
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2841.7 272819 9204.2
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2963.7 272941 9205.0
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 3619.8 273598 9209.3
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3755.0 273733 9210.2
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 4144.1 274122 9212.8
## - TEAM_BATTING_3B 1 4246.2 274224 9213.5
## - TEAM_BASERUN_SB 1 5025.2 275003 9218.7
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 5819.4 275797 9223.9
## - TEAM_BATTING_2B 1 5906.3 275884 9224.5
##
## Step: AIC=9185.49
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB + TEAM_FIELDING_E +
## TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_E` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_BASERUN_SB` + `TEAM_BATTING_HR:TEAM_BASERUN_CS` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_BATTING_SO` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_FIELDING_DP` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 92.7 270129 9184.1
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 293.9 270330 9185.5
## <none> 270036 9185.5
## - TEAM_BATTING_BB 1 336.0 270372 9185.8
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 348.9 270385 9185.8
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 365.9 270402 9186.0
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 383.7 270420 9186.1
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 395.9 270432 9186.2
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 476.6 270513 9186.7
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 477.4 270513 9186.7
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 591.0 270627 9187.5
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 601.8 270638 9187.5
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 631.1 270667 9187.7
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 651.4 270687 9187.9
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 709.2 270745 9188.3
## - TEAM_BATTING_SO 1 727.8 270764 9188.4
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 749.3 270785 9188.5
## - TEAM_FIELDING_DP 1 796.2 270832 9188.8
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 868.8 270905 9189.3
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 918.5 270955 9189.7
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 942.8 270979 9189.8
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 948.8 270985 9189.9
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1005.3 271041 9190.3
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 1016.2 271052 9190.3
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 1064.7 271101 9190.6
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1126.7 271163 9191.1
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1257.3 271293 9191.9
## - TEAM_FIELDING_E 1 1505.1 271541 9193.6
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1510.4 271546 9193.6
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1589.2 271625 9194.2
## - TEAM_BATTING_HR 1 1660.4 271696 9194.6
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 1727.4 271763 9195.1
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1810.4 271846 9195.6
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 2344.3 272380 9199.2
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2831.9 272868 9202.5
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 3021.3 273057 9203.7
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 3704.5 273741 9208.3
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3743.2 273779 9208.5
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 4086.2 274122 9210.8
## - TEAM_BATTING_3B 1 4277.5 274313 9212.1
## - TEAM_BASERUN_SB 1 4974.4 275010 9216.7
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 5874.4 275910 9222.7
## - TEAM_BATTING_2B 1 6414.1 276450 9226.2
##
## Step: AIC=9184.11
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB + TEAM_FIELDING_E +
## TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_E` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_BASERUN_SB` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_BATTING_SO` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_FIELDING_DP` +
## `TEAM_BATTING_SO:TEAM_BASERUN_CS` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## <none> 270129 9184.1
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 297.4 270426 9184.1
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 336.5 270465 9184.4
## - TEAM_BATTING_BB 1 352.9 270482 9184.5
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 359.7 270488 9184.5
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 384.9 270514 9184.7
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 387.4 270516 9184.7
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 403.7 270532 9184.8
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 587.8 270716 9186.1
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 626.7 270755 9186.3
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 650.6 270779 9186.5
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 665.8 270794 9186.6
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 686.1 270815 9186.7
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 754.4 270883 9187.2
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 767.2 270896 9187.3
## - TEAM_FIELDING_DP 1 808.7 270937 9187.6
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 827.2 270956 9187.7
## - TEAM_BATTING_SO 1 845.5 270974 9187.8
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 862.5 270991 9187.9
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 914.3 271043 9188.3
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 986.3 271115 9188.7
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 1041.0 271170 9189.1
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1101.9 271231 9189.5
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1132.4 271261 9189.7
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1244.1 271373 9190.5
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1518.0 271647 9192.3
## - TEAM_BATTING_HR 1 1645.4 271774 9193.2
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1647.4 271776 9193.2
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 1699.9 271829 9193.5
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1783.2 271912 9194.1
## - TEAM_FIELDING_E 1 1820.9 271950 9194.3
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 1962.0 272091 9195.3
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 2460.9 272590 9198.6
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2774.6 272903 9200.7
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 3064.6 273193 9202.6
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 3663.8 273792 9206.6
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3666.9 273796 9206.7
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 4111.7 274240 9209.6
## - TEAM_BATTING_3B 1 4264.9 274394 9210.6
## - TEAM_BASERUN_SB 1 5090.8 275220 9216.1
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 5834.5 275963 9221.0
## - TEAM_BATTING_2B 1 6460.5 276589 9225.1
## Start: AIC=9194.28
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB +
## TEAM_BASERUN_CS + TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_E` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_BASERUN_CS` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_BASERUN_CS` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_HR:TEAM_FIELDING_DP` + `TEAM_BATTING_BB:TEAM_BATTING_SO` +
## `TEAM_BATTING_BB:TEAM_BASERUN_SB` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_FIELDING_DP` +
## `TEAM_BATTING_SO:TEAM_BASERUN_SB` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BATTING_SO:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_SB:TEAM_BASERUN_CS` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_DP` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 0.2 266910 9192.3
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 0.4 266910 9192.3
## - `TEAM_BATTING_BB:TEAM_BASERUN_SB` 1 1.3 266911 9192.3
## - `TEAM_BASERUN_SB:TEAM_BASERUN_CS` 1 3.1 266913 9192.3
## - TEAM_BATTING_SO 1 30.8 266940 9192.5
## - TEAM_BATTING_H 1 36.0 266946 9192.5
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 55.7 266965 9192.7
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 57.3 266967 9192.7
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 60.2 266970 9192.7
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 81.9 266992 9192.8
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 107.2 267017 9193.0
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 119.5 267029 9193.1
## - TEAM_BASERUN_CS 1 120.8 267030 9193.1
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 125.7 267035 9193.1
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 127.6 267037 9193.2
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 132.1 267042 9193.2
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 133.6 267043 9193.2
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 143.0 267053 9193.3
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 198.9 267109 9193.6
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 223.2 267133 9193.8
## <none> 266910 9194.3
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 314.7 267224 9194.4
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 330.6 267240 9194.5
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 342.9 267253 9194.6
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 385.4 267295 9194.9
## - TEAM_BATTING_HR 1 413.8 267323 9195.1
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 541.9 267452 9196.0
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 548.9 267459 9196.0
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 645.9 267556 9196.7
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 655.8 267565 9196.8
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 706.2 267616 9197.1
## - TEAM_BATTING_BB 1 718.2 267628 9197.2
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 749.8 267659 9197.4
## - TEAM_BATTING_3B 1 785.7 267695 9197.6
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 874.8 267784 9198.2
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 924.9 267835 9198.6
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 956.2 267866 9198.8
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 963.3 267873 9198.8
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1061.6 267971 9199.5
## - TEAM_FIELDING_DP 1 1126.7 268036 9200.0
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1140.3 268050 9200.0
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1182.0 268092 9200.3
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 1347.3 268257 9201.5
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1374.3 268284 9201.6
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 1391.1 268301 9201.7
## - TEAM_BASERUN_SB 1 1577.3 268487 9203.0
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1635.9 268546 9203.4
## - TEAM_FIELDING_E 1 1775.6 268685 9204.4
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 2105.2 269015 9206.6
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2358.2 269268 9208.3
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 2748.0 269658 9210.9
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 3392.5 270302 9215.3
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 3810.1 270720 9218.1
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 4118.8 271028 9220.2
## - TEAM_BATTING_2B 1 5396.1 272306 9228.7
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 6281.1 273191 9234.6
##
## Step: AIC=9192.28
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB +
## TEAM_BASERUN_CS + TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_E` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_BASERUN_SB` + `TEAM_BATTING_HR:TEAM_BASERUN_CS` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_HR:TEAM_FIELDING_DP` +
## `TEAM_BATTING_BB:TEAM_BATTING_SO` + `TEAM_BATTING_BB:TEAM_BASERUN_SB` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_FIELDING_DP` + `TEAM_BATTING_SO:TEAM_BASERUN_SB` +
## `TEAM_BATTING_SO:TEAM_BASERUN_CS` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BATTING_SO:TEAM_FIELDING_DP` + `TEAM_BASERUN_SB:TEAM_BASERUN_CS` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_BASERUN_CS:TEAM_FIELDING_DP` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 0.5 266910 9190.3
## - `TEAM_BATTING_BB:TEAM_BASERUN_SB` 1 1.3 266911 9190.3
## - `TEAM_BASERUN_SB:TEAM_BASERUN_CS` 1 3.1 266913 9190.3
## - TEAM_BATTING_SO 1 31.0 266941 9190.5
## - TEAM_BATTING_H 1 37.1 266947 9190.5
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 55.6 266965 9190.7
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 60.4 266970 9190.7
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 65.3 266975 9190.7
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 81.9 266992 9190.8
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 115.0 267025 9191.1
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 119.3 267029 9191.1
## - TEAM_BASERUN_CS 1 121.2 267031 9191.1
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 125.6 267035 9191.1
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 129.8 267040 9191.2
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 131.9 267042 9191.2
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 133.8 267044 9191.2
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 160.1 267070 9191.4
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 200.7 267111 9191.7
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 233.5 267143 9191.9
## <none> 266910 9192.3
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 320.3 267230 9192.5
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 330.7 267241 9192.5
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 343.4 267253 9192.6
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 386.8 267297 9192.9
## - TEAM_BATTING_HR 1 422.8 267333 9193.2
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 546.7 267457 9194.0
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 558.0 267468 9194.1
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 648.7 267559 9194.7
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 656.1 267566 9194.8
## - TEAM_BATTING_BB 1 727.7 267638 9195.2
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 732.5 267642 9195.3
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 755.1 267665 9195.4
## - TEAM_BATTING_3B 1 787.2 267697 9195.6
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 895.3 267805 9196.4
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 929.8 267840 9196.6
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 956.4 267866 9196.8
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 974.5 267884 9196.9
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1066.0 267976 9197.5
## - TEAM_FIELDING_DP 1 1127.7 268038 9198.0
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1141.9 268052 9198.1
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1184.5 268094 9198.3
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 1391.4 268301 9199.8
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 1392.2 268302 9199.8
## - TEAM_BASERUN_SB 1 1578.2 268488 9201.0
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1636.0 268546 9201.4
## - TEAM_FIELDING_E 1 1803.0 268713 9202.5
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1804.6 268714 9202.6
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 2133.4 269043 9204.8
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2358.5 269268 9206.3
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 2765.7 269676 9209.1
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 3444.4 270354 9213.6
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 3816.5 270726 9216.1
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 4134.2 271044 9218.3
## - TEAM_BATTING_2B 1 5539.2 272449 9227.7
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 6492.7 273403 9234.0
##
## Step: AIC=9190.29
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB +
## TEAM_BASERUN_CS + TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_E` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_BASERUN_SB` + `TEAM_BATTING_HR:TEAM_BASERUN_CS` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_HR:TEAM_FIELDING_DP` +
## `TEAM_BATTING_BB:TEAM_BATTING_SO` + `TEAM_BATTING_BB:TEAM_BASERUN_SB` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_FIELDING_DP` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BATTING_SO:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_SB:TEAM_BASERUN_CS` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_DP` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_BB:TEAM_BASERUN_SB` 1 1.2 266912 9188.3
## - `TEAM_BASERUN_SB:TEAM_BASERUN_CS` 1 3.0 266913 9188.3
## - TEAM_BATTING_SO 1 30.8 266941 9188.5
## - TEAM_BATTING_H 1 36.6 266947 9188.5
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 57.1 266967 9188.7
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 63.0 266973 9188.7
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 66.5 266977 9188.7
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 83.9 266994 9188.9
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 114.6 267025 9189.1
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 119.1 267029 9189.1
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 126.5 267037 9189.1
## - TEAM_BASERUN_CS 1 127.0 267037 9189.2
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 129.4 267040 9189.2
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 133.3 267044 9189.2
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 134.0 267044 9189.2
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 159.7 267070 9189.4
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 201.2 267112 9189.7
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 233.6 267144 9189.9
## <none> 266910 9190.3
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 319.8 267230 9190.5
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 333.8 267244 9190.6
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 346.1 267256 9190.6
## - TEAM_BATTING_HR 1 422.3 267333 9191.2
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 522.2 267433 9191.8
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 547.3 267458 9192.0
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 644.0 267554 9192.7
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 656.5 267567 9192.8
## - TEAM_BATTING_BB 1 727.3 267638 9193.2
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 732.0 267642 9193.3
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 754.8 267665 9193.4
## - TEAM_BATTING_3B 1 797.4 267708 9193.7
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 894.3 267805 9194.4
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 909.9 267820 9194.5
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 931.2 267842 9194.6
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 956.0 267866 9194.8
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 974.4 267885 9194.9
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1074.6 267985 9195.6
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1143.9 268054 9196.1
## - TEAM_FIELDING_DP 1 1146.2 268057 9196.1
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1193.6 268104 9196.4
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 1417.8 268328 9197.9
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 1468.8 268379 9198.3
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1643.2 268554 9199.5
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1805.1 268715 9200.6
## - TEAM_FIELDING_E 1 1906.1 268816 9201.2
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 2135.7 269046 9202.8
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2492.9 269403 9205.2
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 2823.9 269734 9207.5
## - TEAM_BASERUN_SB 1 2962.8 269873 9208.4
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 3452.9 270363 9211.7
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 3829.5 270740 9214.2
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 4235.4 271146 9217.0
## - TEAM_BATTING_2B 1 5538.9 272449 9225.7
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 6601.5 273512 9232.8
##
## Step: AIC=9188.29
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB +
## TEAM_BASERUN_CS + TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_E` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_BASERUN_SB` + `TEAM_BATTING_HR:TEAM_BASERUN_CS` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_HR:TEAM_FIELDING_DP` +
## `TEAM_BATTING_BB:TEAM_BATTING_SO` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_FIELDING_DP` +
## `TEAM_BATTING_SO:TEAM_BASERUN_CS` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BATTING_SO:TEAM_FIELDING_DP` + `TEAM_BASERUN_SB:TEAM_BASERUN_CS` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_BASERUN_CS:TEAM_FIELDING_DP` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BASERUN_SB:TEAM_BASERUN_CS` 1 3.0 266915 9186.3
## - TEAM_BATTING_SO 1 30.7 266942 9186.5
## - TEAM_BATTING_H 1 36.7 266948 9186.5
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 56.2 266968 9186.7
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 62.0 266973 9186.7
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 66.0 266978 9186.7
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 83.5 266995 9186.9
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 114.0 267026 9187.1
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 119.5 267031 9187.1
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 126.8 267038 9187.2
## - TEAM_BASERUN_CS 1 126.8 267038 9187.2
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 134.8 267046 9187.2
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 139.7 267051 9187.2
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 141.1 267053 9187.3
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 162.9 267074 9187.4
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 203.9 267115 9187.7
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 239.1 267151 9187.9
## <none> 266912 9188.3
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 326.2 267238 9188.5
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 333.2 267245 9188.6
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 349.3 267261 9188.7
## - TEAM_BATTING_HR 1 423.4 267335 9189.2
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 549.6 267461 9190.0
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 627.7 267539 9190.6
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 655.4 267567 9190.8
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 664.1 267576 9190.8
## - TEAM_BATTING_BB 1 726.8 267638 9191.2
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 731.0 267642 9191.3
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 770.2 267682 9191.5
## - TEAM_BATTING_3B 1 818.3 267730 9191.9
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 897.0 267808 9192.4
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 942.7 267854 9192.7
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 956.4 267868 9192.8
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 1007.4 267919 9193.2
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1089.7 268001 9193.7
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1118.0 268029 9193.9
## - TEAM_FIELDING_DP 1 1145.2 268057 9194.1
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1148.3 268060 9194.1
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1192.6 268104 9194.4
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 1433.8 268345 9196.1
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 1482.1 268394 9196.4
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1743.7 268655 9198.2
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1807.2 268719 9198.6
## - TEAM_FIELDING_E 1 1905.2 268817 9199.2
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 2154.1 269066 9200.9
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2512.8 269424 9203.4
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 2942.1 269854 9206.3
## - TEAM_BASERUN_SB 1 3095.2 270007 9207.3
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 3454.5 270366 9209.7
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 3873.3 270785 9212.5
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 4238.5 271150 9215.0
## - TEAM_BATTING_2B 1 5541.2 272453 9223.7
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 6628.0 273539 9231.0
##
## Step: AIC=9186.32
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB +
## TEAM_BASERUN_CS + TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_E` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_BASERUN_SB` + `TEAM_BATTING_HR:TEAM_BASERUN_CS` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_HR:TEAM_FIELDING_DP` +
## `TEAM_BATTING_BB:TEAM_BATTING_SO` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_FIELDING_DP` +
## `TEAM_BATTING_SO:TEAM_BASERUN_CS` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BATTING_SO:TEAM_FIELDING_DP` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_DP` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - TEAM_BATTING_SO 1 28.6 266943 9184.5
## - TEAM_BATTING_H 1 35.1 266950 9184.6
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 57.3 266972 9184.7
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 59.4 266974 9184.7
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 67.6 266982 9184.8
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 106.9 267021 9185.0
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 114.4 267029 9185.1
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 118.8 267033 9185.1
## - TEAM_BASERUN_CS 1 126.4 267041 9185.2
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 126.5 267041 9185.2
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 132.4 267047 9185.2
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 140.0 267055 9185.3
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 140.1 267055 9185.3
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 161.5 267076 9185.4
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 202.4 267117 9185.7
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 239.3 267154 9185.9
## <none> 266915 9186.3
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 326.1 267241 9186.5
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 346.3 267261 9186.7
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 352.1 267267 9186.7
## - TEAM_BATTING_HR 1 422.1 267337 9187.2
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 550.0 267465 9188.1
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 625.4 267540 9188.6
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 652.5 267567 9188.8
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 663.1 267578 9188.8
## - TEAM_BATTING_BB 1 726.7 267641 9189.3
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 730.3 267645 9189.3
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 769.3 267684 9189.6
## - TEAM_BATTING_3B 1 822.4 267737 9189.9
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 897.5 267812 9190.4
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 951.9 267866 9190.8
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 957.4 267872 9190.8
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 1014.1 267929 9191.2
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1091.2 268006 9191.7
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1114.9 268029 9191.9
## - TEAM_FIELDING_DP 1 1143.9 268058 9192.1
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1149.7 268064 9192.1
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1191.2 268106 9192.4
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 1443.8 268358 9194.1
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 1480.7 268395 9194.4
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1740.9 268655 9196.2
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1806.1 268721 9196.6
## - TEAM_FIELDING_E 1 1915.0 268830 9197.3
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 2152.0 269067 9198.9
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2510.0 269425 9201.4
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 2942.0 269857 9204.3
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 3453.6 270368 9207.7
## - TEAM_BASERUN_SB 1 3590.4 270505 9208.6
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 3909.7 270824 9210.8
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 4237.9 271152 9213.0
## - TEAM_BATTING_2B 1 5547.1 272462 9221.8
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 6625.3 273540 9229.0
##
## Step: AIC=9184.51
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + TEAM_BASERUN_SB + TEAM_BASERUN_CS +
## TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_E` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_BASERUN_SB` + `TEAM_BATTING_HR:TEAM_BASERUN_CS` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_HR:TEAM_FIELDING_DP` +
## `TEAM_BATTING_BB:TEAM_BATTING_SO` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_FIELDING_DP` +
## `TEAM_BATTING_SO:TEAM_BASERUN_CS` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BATTING_SO:TEAM_FIELDING_DP` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_DP` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - TEAM_BATTING_H 1 12.2 266955 9182.6
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 45.7 266989 9182.8
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 69.5 267013 9183.0
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 90.4 267034 9183.1
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 98.0 267041 9183.2
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 104.3 267047 9183.2
## - TEAM_BASERUN_CS 1 105.8 267049 9183.2
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 123.2 267066 9183.4
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 127.5 267071 9183.4
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 134.6 267078 9183.4
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 147.4 267091 9183.5
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 171.9 267115 9183.7
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 182.6 267126 9183.8
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 196.6 267140 9183.9
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 247.5 267191 9184.2
## <none> 266943 9184.5
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 322.3 267265 9184.7
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 339.2 267282 9184.8
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 344.5 267288 9184.9
## - TEAM_BATTING_HR 1 437.0 267380 9185.5
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 530.0 267473 9186.1
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 625.7 267569 9186.8
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 629.2 267572 9186.8
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 635.9 267579 9186.8
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 717.7 267661 9187.4
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 758.3 267701 9187.7
## - TEAM_BATTING_BB 1 810.6 267754 9188.0
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 876.0 267819 9188.5
## - TEAM_BATTING_3B 1 910.0 267853 9188.7
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 928.4 267872 9188.8
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 986.7 267930 9189.2
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1079.8 268023 9189.9
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1099.2 268042 9190.0
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 1111.5 268055 9190.1
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1139.6 268083 9190.3
## - TEAM_FIELDING_DP 1 1190.3 268133 9190.6
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1248.1 268191 9191.0
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 1415.6 268359 9192.1
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 1453.3 268396 9192.4
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1766.4 268710 9194.5
## - TEAM_FIELDING_E 1 1899.2 268842 9195.4
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1939.0 268882 9195.7
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 2124.3 269067 9196.9
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2484.5 269428 9199.4
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 2924.7 269868 9202.4
## - TEAM_BASERUN_SB 1 3574.1 270517 9206.7
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 3948.7 270892 9209.2
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 4211.1 271154 9211.0
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 4776.3 271719 9214.8
## - TEAM_BATTING_2B 1 5573.0 272516 9220.1
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 6648.0 273591 9227.3
##
## Step: AIC=9182.59
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BASERUN_SB + TEAM_BASERUN_CS + TEAM_FIELDING_E +
## TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_E` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_BASERUN_CS` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_BASERUN_CS` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_HR:TEAM_FIELDING_DP` + `TEAM_BATTING_BB:TEAM_BATTING_SO` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_FIELDING_DP` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BATTING_SO:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_BASERUN_CS:TEAM_FIELDING_DP` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 39.2 266995 9180.9
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 71.1 267026 9181.1
## - TEAM_BASERUN_CS 1 93.6 267049 9181.2
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 95.2 267051 9181.2
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 95.4 267051 9181.2
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 97.3 267053 9181.3
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 111.4 267067 9181.4
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 131.9 267087 9181.5
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 141.5 267097 9181.6
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 169.4 267125 9181.7
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 179.2 267135 9181.8
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 196.3 267152 9181.9
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 202.5 267158 9182.0
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 237.1 267192 9182.2
## <none> 266955 9182.6
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 342.0 267297 9182.9
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 354.5 267310 9183.0
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 367.4 267323 9183.1
## - TEAM_BATTING_HR 1 426.8 267382 9183.5
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 533.1 267488 9184.2
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 629.9 267585 9184.9
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 638.5 267594 9184.9
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 743.6 267699 9185.7
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 748.4 267704 9185.7
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 749.9 267705 9185.7
## - TEAM_BATTING_BB 1 823.7 267779 9186.2
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 868.1 267823 9186.5
## - TEAM_BATTING_3B 1 908.5 267864 9186.8
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 969.1 267924 9187.2
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 976.6 267932 9187.2
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1069.2 268025 9187.9
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1089.0 268044 9188.0
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 1107.3 268063 9188.1
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1141.2 268096 9188.4
## - TEAM_FIELDING_DP 1 1244.0 268199 9189.1
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1354.7 268310 9189.8
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 1409.1 268364 9190.2
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 1455.0 268410 9190.5
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1815.4 268771 9192.9
## - TEAM_FIELDING_E 1 1887.3 268843 9193.4
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1975.1 268930 9194.0
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 2152.9 269108 9195.2
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2476.4 269432 9197.4
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 2938.7 269894 9200.5
## - TEAM_BASERUN_SB 1 3563.6 270519 9204.7
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 3941.6 270897 9207.3
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 4204.0 271159 9209.0
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 4775.9 271731 9212.9
## - TEAM_BATTING_2B 1 5742.5 272698 9219.3
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 6668.8 273624 9225.5
##
## Step: AIC=9180.86
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BASERUN_SB + TEAM_BASERUN_CS + TEAM_FIELDING_E +
## TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_E` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_BASERUN_CS` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_HR:TEAM_FIELDING_DP` +
## `TEAM_BATTING_BB:TEAM_BATTING_SO` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_FIELDING_DP` +
## `TEAM_BATTING_SO:TEAM_BASERUN_CS` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BATTING_SO:TEAM_FIELDING_DP` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_DP` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - TEAM_BASERUN_CS 1 65.0 267060 9179.3
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 77.1 267072 9179.4
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 91.2 267086 9179.5
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 106.5 267101 9179.6
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 109.5 267104 9179.6
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 112.1 267107 9179.6
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 136.2 267131 9179.8
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 153.1 267148 9179.9
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 186.6 267181 9180.1
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 198.8 267193 9180.2
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 214.7 267209 9180.3
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 251.5 267246 9180.6
## <none> 266995 9180.9
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 308.7 267303 9181.0
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 329.7 267324 9181.1
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 343.1 267338 9181.2
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 386.0 267380 9181.5
## - TEAM_BATTING_HR 1 395.8 267390 9181.6
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 521.7 267516 9182.4
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 648.0 267642 9183.3
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 772.4 267767 9184.1
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 778.7 267773 9184.2
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 811.1 267806 9184.4
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 813.0 267808 9184.4
## - TEAM_BATTING_BB 1 834.6 267829 9184.5
## - TEAM_BATTING_3B 1 874.1 267869 9184.8
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 892.5 267887 9184.9
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 937.5 267932 9185.2
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 977.5 267972 9185.5
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1067.2 268062 9186.1
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1090.1 268085 9186.3
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 1119.6 268114 9186.5
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1139.6 268134 9186.6
## - TEAM_FIELDING_DP 1 1313.8 268308 9187.8
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1320.9 268315 9187.8
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 1396.7 268391 9188.4
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 1492.3 268487 9189.0
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1828.5 268823 9191.3
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1959.9 268954 9192.2
## - TEAM_FIELDING_E 1 2008.0 269003 9192.5
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 2130.2 269125 9193.3
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2453.8 269448 9195.5
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 3066.4 270061 9199.7
## - TEAM_BASERUN_SB 1 3618.4 270613 9203.4
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 4022.5 271017 9206.1
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 4180.4 271175 9207.2
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 5140.5 272135 9213.6
## - TEAM_BATTING_2B 1 5729.0 272724 9217.5
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 6678.8 273673 9223.9
##
## Step: AIC=9179.3
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BASERUN_SB + TEAM_FIELDING_E + TEAM_FIELDING_DP +
## `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_E` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_BASERUN_CS` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_HR:TEAM_FIELDING_DP` +
## `TEAM_BATTING_BB:TEAM_BATTING_SO` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_FIELDING_DP` +
## `TEAM_BATTING_SO:TEAM_BASERUN_CS` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BATTING_SO:TEAM_FIELDING_DP` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_DP` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 76.8 267136 9177.8
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 78.5 267138 9177.8
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 124.9 267184 9178.2
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 127.0 267186 9178.2
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 134.6 267194 9178.2
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 142.1 267202 9178.3
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 157.6 267217 9178.4
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 171.4 267231 9178.5
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 191.9 267251 9178.6
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 229.4 267289 9178.9
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 245.3 267305 9179.0
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 277.2 267337 9179.2
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 282.4 267342 9179.2
## <none> 267060 9179.3
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 313.6 267373 9179.4
## - TEAM_BATTING_HR 1 449.2 267509 9180.4
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 545.1 267605 9181.0
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 688.1 267748 9182.0
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 747.7 267807 9182.4
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 827.6 267887 9182.9
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 837.4 267897 9183.0
## - TEAM_BATTING_BB 1 852.0 267912 9183.1
## - TEAM_BATTING_3B 1 855.0 267915 9183.1
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 873.8 267933 9183.3
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 913.3 267973 9183.5
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 936.6 267996 9183.7
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1053.3 268113 9184.5
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1064.3 268124 9184.5
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 1104.5 268164 9184.8
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1127.4 268187 9185.0
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1130.9 268190 9185.0
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1256.2 268316 9185.8
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 1360.6 268420 9186.6
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 1368.0 268427 9186.6
## - TEAM_FIELDING_DP 1 1403.4 268463 9186.8
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 1545.1 268605 9187.8
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1789.7 268849 9189.5
## - TEAM_FIELDING_E 1 1946.0 269006 9190.5
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1963.1 269023 9190.6
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 2117.2 269177 9191.7
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2445.2 269505 9193.9
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 3041.2 270101 9197.9
## - TEAM_BASERUN_SB 1 3553.4 270613 9201.4
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 4050.7 271110 9204.7
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 4289.4 271349 9206.3
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 5414.1 272474 9213.9
## - TEAM_BATTING_2B 1 5684.3 272744 9215.7
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 6678.5 273738 9222.3
##
## Step: AIC=9177.83
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BASERUN_SB + TEAM_FIELDING_E + TEAM_FIELDING_DP +
## `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_E` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_BASERUN_CS` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_BATTING_SO` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_FIELDING_DP` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BATTING_SO:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_BASERUN_CS:TEAM_FIELDING_DP` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 71.9 267208 9176.3
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 112.4 267249 9176.6
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 116.9 267253 9176.6
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 138.0 267274 9176.8
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 189.2 267326 9177.1
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 211.4 267348 9177.3
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 214.9 267351 9177.3
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 243.7 267380 9177.5
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 266.3 267403 9177.6
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 290.9 267427 9177.8
## <none> 267136 9177.8
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 316.4 267453 9178.0
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 317.2 267454 9178.0
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 391.3 267528 9178.5
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 529.6 267666 9179.4
## - TEAM_BATTING_HR 1 613.8 267750 9180.0
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 731.7 267868 9180.8
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 788.9 267925 9181.2
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 809.9 267946 9181.3
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 842.8 267979 9181.6
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 861.1 267997 9181.7
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 879.1 268015 9181.8
## - TEAM_BATTING_BB 1 890.5 268027 9181.9
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 984.0 268120 9182.5
## - TEAM_BATTING_3B 1 987.3 268124 9182.5
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1051.2 268188 9183.0
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1132.7 268269 9183.5
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1149.6 268286 9183.6
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 1258.8 268395 9184.4
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1329.9 268466 9184.9
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 1367.8 268504 9185.1
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1447.3 268584 9185.7
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 1549.5 268686 9186.4
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 1604.3 268741 9186.7
## - TEAM_FIELDING_DP 1 1704.8 268841 9187.4
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1797.0 268933 9188.0
## - TEAM_FIELDING_E 1 1902.7 269039 9188.8
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 2117.3 269254 9190.2
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 2328.6 269465 9191.6
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2449.1 269585 9192.4
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 3078.1 270214 9196.7
## - TEAM_BASERUN_SB 1 3730.1 270866 9201.1
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 4460.3 271597 9206.0
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 4513.7 271650 9206.3
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 5572.1 272708 9213.4
## - TEAM_BATTING_2B 1 5661.7 272798 9214.0
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 6675.9 273812 9220.8
##
## Step: AIC=9176.32
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BASERUN_SB + TEAM_FIELDING_E + TEAM_FIELDING_DP +
## `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_E` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_BASERUN_SB` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_BATTING_SO` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_FIELDING_DP` +
## `TEAM_BATTING_SO:TEAM_BASERUN_CS` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BATTING_SO:TEAM_FIELDING_DP` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_DP` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 100.8 267309 9175.0
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 104.0 267312 9175.0
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 171.8 267380 9175.5
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 211.8 267420 9175.8
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 214.0 267422 9175.8
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 244.6 267453 9176.0
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 258.7 267467 9176.1
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 290.7 267499 9176.3
## <none> 267208 9176.3
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 300.0 267508 9176.4
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 308.7 267517 9176.4
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 390.0 267598 9177.0
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 407.8 267616 9177.1
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 519.8 267728 9177.9
## - TEAM_BATTING_HR 1 682.8 267891 9179.0
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 707.1 267915 9179.1
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 824.1 268032 9179.9
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 835.1 268043 9180.0
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 841.0 268049 9180.0
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 853.6 268062 9180.1
## - TEAM_BATTING_BB 1 873.1 268081 9180.3
## - TEAM_BATTING_3B 1 952.7 268161 9180.8
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 979.0 268187 9181.0
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1070.9 268279 9181.6
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 1122.2 268330 9181.9
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1128.0 268336 9182.0
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1220.9 268429 9182.6
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 1261.0 268469 9182.9
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 1377.0 268585 9183.7
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 1503.5 268712 9184.5
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 1592.6 268801 9185.1
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1669.3 268878 9185.7
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1750.6 268959 9186.2
## - TEAM_FIELDING_DP 1 1765.3 268973 9186.3
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1858.0 269066 9186.9
## - TEAM_FIELDING_E 1 1891.1 269099 9187.2
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 2282.9 269491 9189.8
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 2293.7 269502 9189.9
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2487.5 269696 9191.2
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 3173.8 270382 9195.8
## - TEAM_BASERUN_SB 1 3711.4 270920 9199.4
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 4400.9 271609 9204.1
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 4545.7 271754 9205.0
## - TEAM_BATTING_2B 1 6423.0 273631 9217.6
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 7026.4 274235 9221.6
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 11040.9 278249 9248.0
##
## Step: AIC=9175
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BASERUN_SB + TEAM_FIELDING_E + TEAM_FIELDING_DP +
## `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_E` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_BASERUN_CS` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_BATTING_SO` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_FIELDING_DP` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BATTING_SO:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_BASERUN_CS:TEAM_FIELDING_DP` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 91.2 267400 9173.6
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 184.5 267494 9174.3
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 224.6 267534 9174.5
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 231.0 267540 9174.6
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 262.8 267572 9174.8
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 284.3 267593 9174.9
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 285.4 267594 9174.9
## <none> 267309 9175.0
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 295.7 267605 9175.0
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 343.5 267653 9175.3
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 353.3 267662 9175.4
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 413.4 267722 9175.8
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 514.5 267824 9176.5
## - TEAM_BATTING_HR 1 671.3 267980 9177.6
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 674.6 267984 9177.6
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 735.2 268044 9178.0
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 752.5 268062 9178.1
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 827.3 268136 9178.6
## - TEAM_BATTING_BB 1 830.1 268139 9178.7
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 860.2 268169 9178.9
## - TEAM_BATTING_3B 1 920.6 268230 9179.3
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 1001.6 268311 9179.8
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1078.7 268388 9180.3
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1130.0 268439 9180.7
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1138.0 268447 9180.7
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 1177.0 268486 9181.0
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 1192.9 268502 9181.1
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 1380.4 268689 9182.4
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 1472.2 268781 9183.0
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 1590.4 268899 9183.8
## - TEAM_FIELDING_DP 1 1844.9 269154 9185.5
## - TEAM_FIELDING_E 1 1864.4 269173 9185.7
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1973.7 269283 9186.4
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1976.1 269285 9186.4
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1999.6 269309 9186.6
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 2236.8 269546 9188.2
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2391.9 269701 9189.2
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 2614.2 269923 9190.7
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 3401.4 270710 9196.0
## - TEAM_BASERUN_SB 1 3638.5 270948 9197.6
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 4319.9 271629 9202.2
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 4527.9 271837 9203.6
## - TEAM_BATTING_2B 1 6376.9 273686 9215.9
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 7197.7 274507 9221.4
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 13600.3 280909 9263.4
##
## Step: AIC=9173.63
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BASERUN_SB + TEAM_FIELDING_E + TEAM_FIELDING_DP +
## `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_E` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_BASERUN_SB` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_BATTING_SO` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_FIELDING_DP` +
## `TEAM_BATTING_SO:TEAM_BASERUN_CS` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BATTING_SO:TEAM_FIELDING_DP` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_DP` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 197.6 267598 9173.0
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 227.4 267628 9173.2
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 256.3 267657 9173.4
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 263.5 267664 9173.4
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 281.7 267682 9173.5
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 292.6 267693 9173.6
## <none> 267400 9173.6
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 318.7 267719 9173.8
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 322.8 267723 9173.8
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 369.1 267769 9174.1
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 388.3 267789 9174.3
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 620.2 268020 9175.8
## - TEAM_BATTING_HR 1 634.7 268035 9175.9
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 635.8 268036 9176.0
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 789.0 268189 9177.0
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 826.0 268226 9177.2
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 851.4 268252 9177.4
## - TEAM_BATTING_3B 1 854.2 268254 9177.4
## - TEAM_BATTING_BB 1 870.2 268270 9177.5
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 891.2 268292 9177.7
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 1004.8 268405 9178.5
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1050.1 268450 9178.8
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1052.8 268453 9178.8
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1072.2 268472 9178.9
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 1114.0 268514 9179.2
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 1195.1 268595 9179.7
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 1439.7 268840 9181.4
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 1577.6 268978 9182.3
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 1606.0 269006 9182.5
## - TEAM_FIELDING_DP 1 1839.2 269239 9184.1
## - TEAM_FIELDING_E 1 1846.7 269247 9184.2
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1888.3 269289 9184.4
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1986.0 269386 9185.1
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 2072.7 269473 9185.7
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2313.8 269714 9187.3
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 2764.2 270164 9190.4
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 2832.5 270233 9190.8
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 3589.7 270990 9195.9
## - TEAM_BASERUN_SB 1 3715.6 271116 9196.8
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 4230.5 271631 9200.2
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 5267.8 272668 9207.2
## - TEAM_BATTING_2B 1 6412.3 273813 9214.8
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 7317.3 274718 9220.8
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 13694.8 281095 9262.6
##
## Step: AIC=9172.97
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BASERUN_SB + TEAM_FIELDING_E + TEAM_FIELDING_DP +
## `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_E` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_BATTING_SO` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_FIELDING_DP` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BATTING_SO:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_BASERUN_CS:TEAM_FIELDING_DP` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 210.5 267808 9172.4
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 220.2 267818 9172.5
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 246.6 267844 9172.6
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 253.7 267852 9172.7
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 254.5 267852 9172.7
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 288.1 267886 9172.9
## <none> 267598 9173.0
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 299.3 267897 9173.0
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 401.1 267999 9173.7
## - TEAM_BATTING_HR 1 620.1 268218 9175.2
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 630.3 268228 9175.3
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 636.3 268234 9175.3
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 647.6 268245 9175.4
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 797.2 268395 9176.4
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 822.7 268421 9176.6
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 846.6 268444 9176.7
## - TEAM_BATTING_BB 1 877.9 268476 9176.9
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 908.0 268506 9177.1
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1003.7 268602 9177.8
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1014.8 268613 9177.9
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 1044.3 268642 9178.1
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1067.7 268666 9178.2
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 1078.1 268676 9178.3
## - TEAM_BATTING_3B 1 1176.9 268775 9179.0
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 1242.3 268840 9179.4
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 1524.8 269123 9181.3
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 1584.4 269182 9181.7
## - TEAM_FIELDING_DP 1 1718.9 269317 9182.6
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1884.4 269482 9183.7
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1899.1 269497 9183.8
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 1899.4 269497 9183.9
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 2041.3 269639 9184.8
## - TEAM_FIELDING_E 1 2050.6 269648 9184.9
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2288.0 269886 9186.5
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 2798.2 270396 9189.9
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 2812.3 270410 9190.0
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 3487.1 271085 9194.5
## - TEAM_BASERUN_SB 1 3741.1 271339 9196.3
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 4203.7 271802 9199.4
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 5189.8 272788 9205.9
## - TEAM_BATTING_2B 1 6285.9 273884 9213.3
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 7683.4 275281 9222.5
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 13706.8 281305 9261.9
##
## Step: AIC=9172.4
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BASERUN_SB + TEAM_FIELDING_E + TEAM_FIELDING_DP +
## `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_E` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_BATTING_SO` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_FIELDING_DP` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BATTING_SO:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 221.2 268030 9171.9
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 236.8 268045 9172.0
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 250.0 268058 9172.1
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 275.2 268084 9172.3
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 276.4 268085 9172.3
## <none> 267808 9172.4
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 307.2 268116 9172.5
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 354.6 268163 9172.8
## - TEAM_BATTING_HR 1 594.1 268402 9174.4
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 648.6 268457 9174.8
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 674.6 268483 9175.0
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 809.1 268617 9175.9
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 834.7 268643 9176.1
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 867.8 268676 9176.3
## - TEAM_BATTING_BB 1 869.3 268678 9176.3
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 915.8 268724 9176.6
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 928.5 268737 9176.7
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 968.3 268777 9177.0
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 985.6 268794 9177.1
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 991.2 268800 9177.1
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1073.0 268881 9177.7
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 1177.4 268986 9178.4
## - TEAM_BATTING_3B 1 1214.0 269022 9178.6
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 1325.0 269133 9179.4
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 1346.7 269155 9179.5
## - TEAM_FIELDING_DP 1 1520.6 269329 9180.7
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 1542.8 269351 9180.9
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1719.8 269528 9182.1
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 1759.4 269568 9182.3
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1891.4 269700 9183.2
## - TEAM_FIELDING_E 1 2028.0 269836 9184.1
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 2169.9 269978 9185.1
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2254.9 270063 9185.7
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 2760.3 270569 9189.1
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 2847.6 270656 9189.7
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 3434.0 271242 9193.6
## - TEAM_BASERUN_SB 1 3569.9 271378 9194.5
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 4264.9 272073 9199.2
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 5188.0 272996 9205.3
## - TEAM_BATTING_2B 1 6305.3 274114 9212.8
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 7587.0 275395 9221.3
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 13689.4 281498 9261.2
##
## Step: AIC=9171.91
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BASERUN_SB + TEAM_FIELDING_E + TEAM_FIELDING_DP +
## `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_BASERUN_SB` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_BATTING_SO` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_FIELDING_DP` +
## `TEAM_BATTING_SO:TEAM_BASERUN_CS` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BATTING_SO:TEAM_FIELDING_DP` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 249.7 268279 9171.6
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 270.0 268300 9171.7
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 283.2 268313 9171.8
## <none> 268030 9171.9
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 296.0 268326 9171.9
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 322.1 268352 9172.1
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 328.4 268358 9172.1
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 590.9 268620 9173.9
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 708.3 268738 9174.7
## - TEAM_BATTING_HR 1 711.1 268741 9174.7
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 725.7 268755 9174.8
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 729.3 268759 9174.9
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 770.1 268800 9175.1
## - TEAM_BATTING_BB 1 813.0 268843 9175.4
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 871.6 268901 9175.8
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 886.2 268916 9175.9
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 977.2 269007 9176.5
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1005.4 269035 9176.7
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1013.8 269043 9176.8
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1132.5 269162 9177.6
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 1275.8 269305 9178.6
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 1322.6 269352 9178.9
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 1330.5 269360 9178.9
## - TEAM_BATTING_3B 1 1340.4 269370 9179.0
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 1435.5 269465 9179.6
## - TEAM_FIELDING_DP 1 1624.7 269654 9180.9
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 1799.8 269829 9182.1
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1845.0 269874 9182.4
## - TEAM_FIELDING_E 1 1980.2 270010 9183.3
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1991.5 270021 9183.4
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 2126.9 270156 9184.3
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2622.5 270652 9187.6
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 2762.4 270792 9188.6
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 3121.9 271151 9191.0
## - TEAM_BASERUN_SB 1 3373.4 271403 9192.7
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 3406.4 271436 9192.9
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 5057.9 273087 9203.9
## - TEAM_BATTING_2B 1 6093.2 274123 9210.8
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 6372.1 274402 9212.7
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 7369.3 275399 9219.3
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 14183.4 282213 9263.8
##
## Step: AIC=9171.6
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BASERUN_SB + TEAM_FIELDING_E + TEAM_FIELDING_DP +
## `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_BASERUN_SB` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_BATTING_SO` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BATTING_SO:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 227.7 268507 9171.1
## <none> 268279 9171.6
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 358.1 268637 9172.0
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 385.5 268665 9172.2
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 386.8 268666 9172.2
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 407.6 268687 9172.4
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 596.5 268876 9173.6
## - TEAM_BATTING_HR 1 689.6 268969 9174.3
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 696.5 268976 9174.3
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 704.4 268984 9174.4
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 705.3 268985 9174.4
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 793.9 269073 9175.0
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 901.5 269181 9175.7
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 906.8 269186 9175.7
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 992.4 269272 9176.3
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1008.5 269288 9176.4
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 1045.7 269325 9176.7
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 1280.2 269559 9178.3
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1286.7 269566 9178.3
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 1340.4 269620 9178.7
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 1347.8 269627 9178.7
## - TEAM_FIELDING_DP 1 1438.7 269718 9179.3
## - TEAM_BATTING_BB 1 1483.1 269762 9179.6
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 1514.9 269794 9179.9
## - TEAM_BATTING_3B 1 1572.9 269852 9180.2
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 1657.3 269937 9180.8
## - TEAM_FIELDING_E 1 1937.7 270217 9182.7
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1994.9 270274 9183.1
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 2040.9 270320 9183.4
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 2049.2 270328 9183.5
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2747.4 271027 9188.2
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 2895.4 271175 9189.2
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 3180.6 271460 9191.1
## - TEAM_BASERUN_SB 1 3324.4 271604 9192.0
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 3393.0 271672 9192.5
## - TEAM_BATTING_2B 1 5955.7 274235 9209.6
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 6514.1 274793 9213.3
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 7214.1 275493 9217.9
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 7254.1 275533 9218.2
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 14180.3 282460 9263.4
##
## Step: AIC=9171.15
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BASERUN_SB + TEAM_FIELDING_E + TEAM_FIELDING_DP +
## `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_BASERUN_SB` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_BATTING_SO` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_SO:TEAM_BASERUN_CS` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BATTING_SO:TEAM_FIELDING_DP` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## <none> 268507 9171.1
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 304.6 268812 9171.2
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 373.2 268880 9171.7
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 400.3 268907 9171.9
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 407.2 268914 9171.9
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 613.4 269120 9173.3
## - TEAM_BATTING_HR 1 640.6 269148 9173.5
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 723.2 269230 9174.0
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 726.2 269233 9174.1
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 729.1 269236 9174.1
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 757.9 269265 9174.3
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 864.9 269372 9175.0
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 949.1 269456 9175.6
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 958.0 269465 9175.6
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 993.6 269501 9175.9
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1024.8 269532 9176.1
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 1232.2 269739 9177.5
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 1252.2 269759 9177.6
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1258.9 269766 9177.7
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 1308.9 269816 9178.0
## - TEAM_FIELDING_DP 1 1359.6 269866 9178.3
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 1430.5 269937 9178.8
## - TEAM_BATTING_3B 1 1568.2 270075 9179.8
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1864.2 270371 9181.7
## - TEAM_FIELDING_E 1 1893.1 270400 9181.9
## - TEAM_BATTING_BB 1 2024.0 270531 9182.8
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 2083.8 270591 9183.2
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 2166.2 270673 9183.8
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 2593.6 271101 9186.7
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2684.3 271191 9187.3
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 2866.2 271373 9188.5
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 3086.6 271594 9190.0
## - TEAM_BASERUN_SB 1 3297.7 271805 9191.4
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 3391.3 271898 9192.0
## - TEAM_BATTING_2B 1 6075.8 274583 9209.9
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 6439.2 274946 9212.3
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 6988.8 275496 9215.9
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 7027.5 275534 9216.2
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 14231.0 282738 9263.2
## Start: AIC=9238.4
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB +
## TEAM_BASERUN_CS + TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_E` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_BASERUN_CS` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_BASERUN_CS` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_HR:TEAM_FIELDING_DP` + `TEAM_BATTING_BB:TEAM_BATTING_SO` +
## `TEAM_BATTING_BB:TEAM_BASERUN_SB` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_FIELDING_DP` +
## `TEAM_BATTING_SO:TEAM_BASERUN_SB` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BATTING_SO:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_SB:TEAM_BASERUN_CS` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_DP` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - TEAM_BATTING_BB 1 10.6 273466 9236.5
## - `TEAM_BASERUN_SB:TEAM_BASERUN_CS` 1 17.8 273473 9236.5
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 19.9 273475 9236.5
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 20.5 273476 9236.5
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 36.1 273492 9236.6
## - `TEAM_BATTING_BB:TEAM_BASERUN_SB` 1 51.8 273507 9236.7
## - TEAM_BATTING_SO 1 62.4 273518 9236.8
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 67.0 273523 9236.8
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 70.9 273526 9236.9
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 71.4 273527 9236.9
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 79.3 273535 9236.9
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 80.2 273536 9236.9
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 119.2 273575 9237.2
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 123.7 273579 9237.2
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 130.2 273586 9237.3
## - TEAM_BATTING_H 1 142.3 273598 9237.3
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 154.1 273610 9237.4
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 155.1 273611 9237.4
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 163.6 273619 9237.5
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 203.5 273659 9237.8
## - TEAM_BASERUN_CS 1 229.6 273685 9237.9
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 282.3 273738 9238.3
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 298.3 273754 9238.4
## <none> 273456 9238.4
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 540.1 273996 9240.0
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 594.3 274050 9240.4
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 607.6 274063 9240.4
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 637.7 274093 9240.6
## - TEAM_BATTING_3B 1 651.3 274107 9240.7
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 716.0 274172 9241.2
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 767.3 274223 9241.5
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 801.9 274257 9241.7
## - TEAM_BATTING_HR 1 810.7 274266 9241.8
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 844.2 274300 9242.0
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 898.2 274354 9242.4
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 913.4 274369 9242.5
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 1096.8 274552 9243.7
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1196.5 274652 9244.4
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1288.7 274744 9245.0
## - TEAM_FIELDING_DP 1 1382.9 274838 9245.6
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1563.1 275019 9246.8
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1575.0 275030 9246.9
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 1581.0 275037 9246.9
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1665.3 275121 9247.5
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 1823.3 275279 9248.5
## - TEAM_FIELDING_E 1 1890.0 275346 9248.9
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1994.7 275450 9249.6
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 2043.1 275499 9250.0
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 2313.6 275769 9251.7
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 2792.5 276248 9254.9
## - TEAM_BASERUN_SB 1 2811.3 276267 9255.0
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 2862.1 276318 9255.4
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 2984.8 276440 9256.2
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3047.1 276503 9256.6
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 3244.6 276700 9257.9
## - TEAM_BATTING_2B 1 6287.9 279743 9277.8
##
## Step: AIC=9236.47
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_SO + TEAM_BASERUN_SB + TEAM_BASERUN_CS +
## TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_E` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_BASERUN_CS` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_BASERUN_CS` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_HR:TEAM_FIELDING_DP` + `TEAM_BATTING_BB:TEAM_BATTING_SO` +
## `TEAM_BATTING_BB:TEAM_BASERUN_SB` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_FIELDING_DP` +
## `TEAM_BATTING_SO:TEAM_BASERUN_SB` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BATTING_SO:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_SB:TEAM_BASERUN_CS` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_DP` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 17.3 273483 9234.6
## - `TEAM_BASERUN_SB:TEAM_BASERUN_CS` 1 17.9 273484 9234.6
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 21.4 273488 9234.6
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 40.0 273506 9234.7
## - `TEAM_BATTING_BB:TEAM_BASERUN_SB` 1 50.4 273517 9234.8
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 70.0 273536 9234.9
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 70.6 273537 9234.9
## - TEAM_BATTING_SO 1 73.7 273540 9235.0
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 74.9 273541 9235.0
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 78.0 273544 9235.0
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 80.2 273546 9235.0
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 126.8 273593 9235.3
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 128.7 273595 9235.3
## - TEAM_BATTING_H 1 154.1 273620 9235.5
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 160.8 273627 9235.5
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 169.4 273636 9235.6
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 177.7 273644 9235.7
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 205.2 273671 9235.8
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 227.3 273693 9236.0
## - TEAM_BASERUN_CS 1 241.9 273708 9236.1
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 280.2 273746 9236.3
## <none> 273466 9236.5
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 333.6 273800 9236.7
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 542.1 274008 9238.1
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 583.7 274050 9238.4
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 600.0 274066 9238.5
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 627.2 274093 9238.6
## - TEAM_BATTING_3B 1 641.2 274107 9238.7
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 711.2 274177 9239.2
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 767.6 274234 9239.6
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 802.7 274269 9239.8
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 833.7 274300 9240.0
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 903.8 274370 9240.5
## - TEAM_BATTING_HR 1 979.1 274445 9241.0
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 1062.7 274529 9241.5
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 1093.1 274559 9241.7
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1194.6 274661 9242.4
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1279.1 274745 9243.0
## - TEAM_FIELDING_DP 1 1374.4 274841 9243.6
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1553.4 275020 9244.8
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 1570.5 275037 9244.9
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1607.8 275074 9245.1
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1654.7 275121 9245.5
## - TEAM_FIELDING_E 1 1883.8 275350 9247.0
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 1974.0 275440 9247.6
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1987.4 275454 9247.7
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 2047.8 275514 9248.1
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 2318.9 275785 9249.8
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 2818.7 276285 9253.1
## - TEAM_BASERUN_SB 1 2906.8 276373 9253.7
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 3000.6 276467 9254.3
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3043.9 276510 9254.6
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 3110.9 276577 9255.1
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 3248.4 276715 9256.0
## - TEAM_BATTING_2B 1 6280.2 279746 9275.8
##
## Step: AIC=9234.59
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_SO + TEAM_BASERUN_SB + TEAM_BASERUN_CS +
## TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_E` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_BASERUN_CS` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_BASERUN_CS` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_HR:TEAM_FIELDING_DP` + `TEAM_BATTING_BB:TEAM_BATTING_SO` +
## `TEAM_BATTING_BB:TEAM_BASERUN_SB` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_FIELDING_DP` +
## `TEAM_BATTING_SO:TEAM_BASERUN_SB` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_BASERUN_CS` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_BASERUN_CS:TEAM_FIELDING_DP` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BASERUN_SB:TEAM_BASERUN_CS` 1 16.8 273500 9232.7
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 21.9 273505 9232.7
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 39.5 273523 9232.9
## - `TEAM_BATTING_BB:TEAM_BASERUN_SB` 1 50.7 273534 9232.9
## - TEAM_BATTING_SO 1 57.5 273541 9233.0
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 71.1 273555 9233.1
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 71.9 273555 9233.1
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 75.8 273559 9233.1
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 83.7 273567 9233.1
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 119.8 273603 9233.4
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 130.8 273614 9233.5
## - TEAM_BATTING_H 1 136.8 273620 9233.5
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 155.3 273639 9233.6
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 156.8 273640 9233.6
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 173.1 273657 9233.7
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 202.5 273686 9233.9
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 221.1 273705 9234.1
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 222.3 273706 9234.1
## - TEAM_BASERUN_CS 1 239.5 273723 9234.2
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 286.5 273770 9234.5
## <none> 273483 9234.6
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 336.3 273820 9234.8
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 543.8 274027 9236.2
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 582.7 274066 9236.5
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 587.0 274070 9236.5
## - TEAM_BATTING_3B 1 650.4 274134 9236.9
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 680.3 274164 9237.1
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 719.3 274203 9237.4
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 766.6 274250 9237.7
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 806.3 274290 9237.9
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 838.5 274322 9238.2
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 899.1 274383 9238.6
## - TEAM_BATTING_HR 1 1038.5 274522 9239.5
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 1071.1 274555 9239.7
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 1076.2 274560 9239.7
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1272.7 274756 9241.0
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1372.6 274856 9241.7
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1545.3 275029 9242.8
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 1558.5 275042 9242.9
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1642.3 275126 9243.5
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1642.9 275126 9243.5
## - TEAM_FIELDING_E 1 1866.5 275350 9245.0
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 1956.7 275440 9245.6
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1986.7 275470 9245.8
## - TEAM_FIELDING_DP 1 2010.4 275494 9245.9
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 2055.8 275539 9246.2
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 2332.1 275816 9248.1
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 2834.6 276318 9251.4
## - TEAM_BASERUN_SB 1 2895.5 276379 9251.8
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3044.2 276528 9252.7
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 3101.3 276585 9253.1
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 3232.1 276716 9254.0
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 3251.6 276735 9254.1
## - TEAM_BATTING_2B 1 6266.6 279750 9273.8
##
## Step: AIC=9232.7
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_SO + TEAM_BASERUN_SB + TEAM_BASERUN_CS +
## TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_E` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_BASERUN_CS` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_BASERUN_CS` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_HR:TEAM_FIELDING_DP` + `TEAM_BATTING_BB:TEAM_BATTING_SO` +
## `TEAM_BATTING_BB:TEAM_BASERUN_SB` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_FIELDING_DP` +
## `TEAM_BATTING_SO:TEAM_BASERUN_SB` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_DP` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 22.2 273523 9230.8
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 40.2 273540 9231.0
## - TEAM_BATTING_SO 1 48.6 273549 9231.0
## - `TEAM_BATTING_BB:TEAM_BASERUN_SB` 1 51.0 273551 9231.0
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 57.9 273558 9231.1
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 76.5 273577 9231.2
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 85.3 273586 9231.3
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 101.2 273602 9231.4
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 126.0 273626 9231.5
## - TEAM_BATTING_H 1 128.4 273629 9231.6
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 134.1 273634 9231.6
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 151.9 273652 9231.7
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 153.3 273654 9231.7
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 169.4 273670 9231.8
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 191.5 273692 9232.0
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 221.0 273721 9232.2
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 228.6 273729 9232.2
## - TEAM_BASERUN_CS 1 241.0 273741 9232.3
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 278.0 273778 9232.6
## <none> 273500 9232.7
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 337.5 273838 9232.9
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 538.5 274039 9234.3
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 576.8 274077 9234.5
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 582.7 274083 9234.6
## - TEAM_BATTING_3B 1 655.0 274155 9235.1
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 676.4 274177 9235.2
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 702.5 274203 9235.4
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 818.5 274319 9236.1
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 823.6 274324 9236.2
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 835.6 274336 9236.3
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 899.6 274400 9236.7
## - TEAM_BATTING_HR 1 1023.0 274523 9237.5
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 1075.5 274576 9237.8
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 1079.0 274579 9237.9
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1265.2 274765 9239.1
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1365.3 274866 9239.8
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1537.9 275038 9240.9
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 1553.2 275053 9241.0
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1643.2 275144 9241.6
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1652.4 275153 9241.7
## - TEAM_FIELDING_E 1 1896.3 275397 9243.3
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1973.9 275474 9243.8
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 1996.2 275496 9243.9
## - TEAM_FIELDING_DP 1 2024.3 275525 9244.1
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 2060.4 275561 9244.4
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 2322.1 275822 9246.1
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 2819.2 276320 9249.4
## - TEAM_BASERUN_SB 1 3014.7 276515 9250.7
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3049.1 276549 9250.9
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 3103.4 276604 9251.2
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 3240.5 276741 9252.1
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 3257.6 276758 9252.3
## - TEAM_BATTING_2B 1 6286.4 279787 9272.1
##
## Step: AIC=9230.85
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_SO + TEAM_BASERUN_SB + TEAM_BASERUN_CS +
## TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_E` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_BASERUN_SB` + `TEAM_BATTING_HR:TEAM_BASERUN_CS` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_HR:TEAM_FIELDING_DP` +
## `TEAM_BATTING_BB:TEAM_BATTING_SO` + `TEAM_BATTING_BB:TEAM_BASERUN_SB` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_FIELDING_DP` + `TEAM_BATTING_SO:TEAM_BASERUN_SB` +
## `TEAM_BATTING_SO:TEAM_BASERUN_CS` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_BASERUN_CS:TEAM_FIELDING_DP` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - TEAM_BATTING_SO 1 49.4 273572 9229.2
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 53.8 273576 9229.2
## - `TEAM_BATTING_BB:TEAM_BASERUN_SB` 1 53.8 273576 9229.2
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 56.0 273579 9229.2
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 80.6 273603 9229.4
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 94.2 273617 9229.5
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 102.3 273625 9229.5
## - TEAM_BATTING_H 1 117.2 273640 9229.6
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 129.8 273652 9229.7
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 146.8 273669 9229.8
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 148.3 273671 9229.8
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 153.4 273676 9229.9
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 183.8 273706 9230.1
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 205.3 273728 9230.2
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 231.8 273754 9230.4
## - TEAM_BASERUN_CS 1 235.9 273758 9230.4
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 286.3 273809 9230.8
## <none> 273523 9230.8
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 369.8 273892 9231.3
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 515.9 274038 9232.3
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 527.3 274050 9232.4
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 565.0 274088 9232.6
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 634.0 274157 9233.1
## - TEAM_BATTING_3B 1 642.0 274165 9233.1
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 681.8 274204 9233.4
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 697.2 274220 9233.5
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 799.2 274322 9234.2
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 819.0 274342 9234.3
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 881.0 274403 9234.7
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 927.3 274450 9235.0
## - TEAM_BATTING_HR 1 1002.2 274525 9235.5
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 1064.5 274587 9235.9
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 1146.5 274669 9236.5
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1253.7 274776 9237.2
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1390.2 274913 9238.1
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1518.0 275041 9238.9
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1644.1 275167 9239.8
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1652.7 275175 9239.8
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 1686.4 275209 9240.0
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1975.2 275498 9242.0
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 1979.1 275502 9242.0
## - TEAM_FIELDING_E 1 2007.9 275530 9242.2
## - TEAM_FIELDING_DP 1 2016.7 275539 9242.2
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 2113.4 275636 9242.9
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 2300.1 275823 9244.1
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 2800.3 276323 9247.4
## - TEAM_BASERUN_SB 1 3060.3 276583 9249.1
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 3087.9 276610 9249.3
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3106.9 276629 9249.4
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 3230.9 276753 9250.2
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 3284.0 276807 9250.6
## - TEAM_BATTING_2B 1 6355.5 279878 9270.7
##
## Step: AIC=9229.18
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BASERUN_SB + TEAM_BASERUN_CS + TEAM_FIELDING_E +
## TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_E` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_BASERUN_CS` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_BASERUN_CS` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_HR:TEAM_FIELDING_DP` + `TEAM_BATTING_BB:TEAM_BATTING_SO` +
## `TEAM_BATTING_BB:TEAM_BASERUN_SB` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_FIELDING_DP` +
## `TEAM_BATTING_SO:TEAM_BASERUN_SB` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_DP` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 37.0 273609 9227.4
## - `TEAM_BATTING_BB:TEAM_BASERUN_SB` 1 55.1 273627 9227.5
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 64.3 273636 9227.6
## - TEAM_BATTING_H 1 73.2 273645 9227.7
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 80.2 273652 9227.7
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 110.7 273683 9227.9
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 117.7 273690 9228.0
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 152.3 273724 9228.2
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 153.6 273726 9228.2
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 173.8 273746 9228.3
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 193.8 273766 9228.5
## - TEAM_BASERUN_CS 1 196.1 273768 9228.5
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 198.6 273771 9228.5
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 220.5 273792 9228.6
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 223.6 273796 9228.7
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 267.6 273840 9229.0
## <none> 273572 9229.2
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 377.8 273950 9229.7
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 540.0 274112 9230.8
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 553.6 274126 9230.9
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 565.6 274138 9230.9
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 585.5 274157 9231.1
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 657.9 274230 9231.6
## - TEAM_BATTING_3B 1 723.0 274295 9232.0
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 734.0 274306 9232.1
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 767.0 274339 9232.3
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 810.7 274383 9232.6
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 850.6 274423 9232.8
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 926.6 274499 9233.3
## - TEAM_BATTING_HR 1 989.2 274561 9233.8
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 1159.0 274731 9234.9
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 1165.3 274737 9234.9
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1245.6 274818 9235.4
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1344.5 274916 9236.1
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1505.5 275077 9237.2
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1595.3 275167 9237.8
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1628.1 275200 9238.0
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 1638.4 275210 9238.1
## - TEAM_FIELDING_DP 1 1968.3 275540 9240.2
## - TEAM_FIELDING_E 1 1968.7 275541 9240.2
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1978.6 275551 9240.3
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2007.7 275580 9240.5
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 2264.4 275836 9242.2
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 2772.1 276344 9245.5
## - TEAM_BASERUN_SB 1 3010.9 276583 9247.1
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3072.0 276644 9247.5
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 3134.4 276706 9247.9
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 3152.8 276725 9248.0
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 3282.0 276854 9248.9
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 3365.6 276938 9249.4
## - TEAM_BATTING_2B 1 6485.1 280057 9269.8
##
## Step: AIC=9227.42
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BASERUN_SB + TEAM_BASERUN_CS + TEAM_FIELDING_E +
## TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_E` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_BASERUN_CS` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_HR:TEAM_FIELDING_DP` +
## `TEAM_BATTING_BB:TEAM_BATTING_SO` + `TEAM_BATTING_BB:TEAM_BASERUN_SB` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_FIELDING_DP` + `TEAM_BATTING_SO:TEAM_BASERUN_SB` +
## `TEAM_BATTING_SO:TEAM_BASERUN_CS` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_BASERUN_CS:TEAM_FIELDING_DP` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 58.9 273668 9225.8
## - TEAM_BATTING_H 1 62.4 273671 9225.8
## - `TEAM_BATTING_BB:TEAM_BASERUN_SB` 1 63.3 273672 9225.8
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 66.1 273675 9225.9
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 112.3 273721 9226.2
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 118.9 273728 9226.2
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 133.4 273742 9226.3
## - TEAM_BASERUN_CS 1 161.1 273770 9226.5
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 174.8 273784 9226.6
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 193.9 273803 9226.7
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 210.1 273819 9226.8
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 227.9 273837 9226.9
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 232.8 273842 9227.0
## <none> 273609 9227.4
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 333.7 273943 9227.6
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 371.8 273981 9227.9
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 458.7 274068 9228.5
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 542.7 274152 9229.0
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 550.1 274159 9229.1
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 551.6 274161 9229.1
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 588.3 274197 9229.3
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 653.1 274262 9229.8
## - TEAM_BATTING_3B 1 694.7 274304 9230.0
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 697.6 274307 9230.1
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 765.8 274375 9230.5
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 801.6 274411 9230.8
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 837.1 274446 9231.0
## - TEAM_BATTING_HR 1 952.4 274561 9231.8
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 954.5 274563 9231.8
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 1129.3 274738 9232.9
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 1160.3 274769 9233.1
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1243.0 274852 9233.7
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1361.4 274970 9234.5
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1580.5 275189 9235.9
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1592.4 275201 9236.0
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1633.3 275242 9236.3
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 1647.2 275256 9236.4
## - TEAM_FIELDING_DP 1 1998.9 275608 9238.7
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 2011.9 275621 9238.8
## - TEAM_FIELDING_E 1 2042.0 275651 9239.0
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2053.5 275662 9239.0
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 2230.2 275839 9240.2
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 2905.7 276515 9244.7
## - TEAM_BASERUN_SB 1 2974.1 276583 9245.1
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3048.4 276657 9245.6
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 3106.0 276715 9246.0
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 3276.9 276886 9247.1
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 3330.1 276939 9247.5
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 3510.7 277120 9248.6
## - TEAM_BATTING_2B 1 6450.6 280060 9267.9
##
## Step: AIC=9225.82
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BASERUN_SB + TEAM_BASERUN_CS + TEAM_FIELDING_E +
## TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_E` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_BASERUN_SB` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_HR:TEAM_FIELDING_DP` + `TEAM_BATTING_BB:TEAM_BATTING_SO` +
## `TEAM_BATTING_BB:TEAM_BASERUN_SB` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_FIELDING_DP` +
## `TEAM_BATTING_SO:TEAM_BASERUN_SB` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_DP` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 59.5 273727 9224.2
## - `TEAM_BATTING_BB:TEAM_BASERUN_SB` 1 60.1 273728 9224.2
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 74.6 273742 9224.3
## - TEAM_BATTING_H 1 97.8 273766 9224.5
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 114.8 273783 9224.6
## - TEAM_BASERUN_CS 1 151.5 273819 9224.8
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 154.1 273822 9224.8
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 197.6 273865 9225.1
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 199.6 273867 9225.1
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 236.7 273905 9225.4
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 240.4 273908 9225.4
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 247.3 273915 9225.5
## <none> 273668 9225.8
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 345.8 274014 9226.1
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 388.4 274056 9226.4
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 480.5 274148 9227.0
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 527.2 274195 9227.3
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 595.3 274263 9227.8
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 598.2 274266 9227.8
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 646.3 274314 9228.1
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 723.2 274391 9228.6
## - TEAM_BATTING_3B 1 757.1 274425 9228.8
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 775.5 274443 9229.0
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 777.6 274445 9229.0
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 811.6 274479 9229.2
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 830.0 274498 9229.3
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 937.5 274605 9230.0
## - TEAM_BATTING_HR 1 995.4 274663 9230.4
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 1131.3 274799 9231.3
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 1211.5 274879 9231.9
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1369.3 275037 9232.9
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1379.6 275047 9233.0
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1613.8 275282 9234.5
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 1666.1 275334 9234.9
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1686.9 275355 9235.0
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1854.3 275522 9236.1
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1954.4 275622 9236.8
## - TEAM_FIELDING_DP 1 1998.3 275666 9237.1
## - TEAM_FIELDING_E 1 2027.8 275696 9237.3
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2054.4 275722 9237.4
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 2207.6 275875 9238.4
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 2848.4 276516 9242.7
## - TEAM_BASERUN_SB 1 2976.7 276645 9243.5
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 3064.2 276732 9244.1
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3178.9 276847 9244.8
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 3315.8 276984 9245.7
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 4109.8 277778 9251.0
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 4171.4 277839 9251.4
## - TEAM_BATTING_2B 1 6691.9 280360 9267.8
##
## Step: AIC=9224.21
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BASERUN_SB + TEAM_BASERUN_CS + TEAM_FIELDING_E +
## TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_E` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_BASERUN_SB` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_HR:TEAM_FIELDING_DP` + `TEAM_BATTING_BB:TEAM_BATTING_SO` +
## `TEAM_BATTING_BB:TEAM_BASERUN_SB` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_FIELDING_DP` +
## `TEAM_BATTING_SO:TEAM_BASERUN_CS` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_BASERUN_CS:TEAM_FIELDING_DP` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_BB:TEAM_BASERUN_SB` 1 48.4 273776 9222.5
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 79.2 273807 9222.7
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 109.7 273837 9222.9
## - TEAM_BATTING_H 1 112.5 273840 9223.0
## - TEAM_BASERUN_CS 1 128.3 273856 9223.1
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 173.0 273900 9223.4
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 190.6 273918 9223.5
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 203.0 273930 9223.6
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 221.2 273949 9223.7
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 236.6 273964 9223.8
## <none> 273727 9224.2
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 326.2 274053 9224.4
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 444.7 274172 9225.2
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 533.5 274261 9225.8
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 533.9 274261 9225.8
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 542.2 274270 9225.8
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 597.2 274325 9226.2
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 622.4 274350 9226.3
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 669.0 274396 9226.7
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 749.5 274477 9227.2
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 790.6 274518 9227.5
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 804.5 274532 9227.6
## - TEAM_BATTING_3B 1 813.1 274540 9227.6
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 843.2 274571 9227.8
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 848.4 274576 9227.8
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 920.8 274648 9228.3
## - TEAM_BATTING_HR 1 1026.5 274754 9229.0
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 1166.6 274894 9230.0
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 1212.6 274940 9230.3
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1421.0 275148 9231.6
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1533.2 275260 9232.4
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1595.3 275323 9232.8
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 1611.2 275339 9232.9
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1848.1 275575 9234.5
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1850.9 275578 9234.5
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1912.8 275640 9234.9
## - TEAM_FIELDING_E 1 1995.0 275722 9235.4
## - TEAM_FIELDING_DP 1 2043.0 275770 9235.8
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2073.3 275801 9236.0
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 2191.2 275918 9236.7
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 2790.8 276518 9240.7
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 3018.3 276746 9242.2
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3119.3 276847 9242.8
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 3266.1 276993 9243.8
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 4327.0 278054 9250.8
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 4421.7 278149 9251.4
## - TEAM_BASERUN_SB 1 5008.7 278736 9255.2
## - TEAM_BATTING_2B 1 6716.6 280444 9266.4
##
## Step: AIC=9222.53
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BASERUN_SB + TEAM_BASERUN_CS + TEAM_FIELDING_E +
## TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_E` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_BASERUN_SB` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_HR:TEAM_FIELDING_DP` + `TEAM_BATTING_BB:TEAM_BATTING_SO` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_FIELDING_DP` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_DP` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 65.4 273841 9221.0
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 101.1 273877 9221.2
## - TEAM_BATTING_H 1 108.0 273884 9221.3
## - TEAM_BASERUN_CS 1 129.7 273905 9221.4
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 159.6 273935 9221.6
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 174.7 273950 9221.7
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 176.5 273952 9221.7
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 230.1 274006 9222.1
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 253.4 274029 9222.2
## <none> 273776 9222.5
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 321.4 274097 9222.7
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 485.1 274261 9223.8
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 513.3 274289 9223.9
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 539.5 274315 9224.1
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 588.5 274364 9224.4
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 625.8 274402 9224.7
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 661.7 274437 9224.9
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 669.8 274446 9225.0
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 737.8 274514 9225.4
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 777.6 274553 9225.7
## - TEAM_BATTING_3B 1 779.5 274555 9225.7
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 788.9 274565 9225.8
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 799.9 274576 9225.8
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 879.9 274656 9226.4
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 889.6 274665 9226.4
## - TEAM_BATTING_HR 1 1009.6 274785 9227.2
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 1227.4 275003 9228.7
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 1307.1 275083 9229.2
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1432.7 275208 9230.0
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1502.6 275278 9230.5
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 1570.8 275347 9231.0
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1586.0 275362 9231.1
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1802.7 275578 9232.5
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1825.2 275601 9232.6
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1864.5 275640 9232.9
## - TEAM_FIELDING_E 1 2015.0 275791 9233.9
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2026.2 275802 9234.0
## - TEAM_FIELDING_DP 1 2053.7 275829 9234.1
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 2207.4 275983 9235.2
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 2745.8 276522 9238.7
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 3093.6 276869 9241.0
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3172.0 276948 9241.5
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 3217.7 276993 9241.8
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 4292.9 278069 9248.9
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 4377.0 278153 9249.4
## - TEAM_BASERUN_SB 1 5862.5 279638 9259.1
## - TEAM_BATTING_2B 1 6691.1 280467 9264.5
##
## Step: AIC=9220.97
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BASERUN_SB + TEAM_BASERUN_CS + TEAM_FIELDING_E +
## TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_E` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_BASERUN_CS` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_HR:TEAM_FIELDING_DP` +
## `TEAM_BATTING_BB:TEAM_BATTING_SO` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_FIELDING_DP` +
## `TEAM_BATTING_SO:TEAM_BASERUN_CS` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_BASERUN_CS:TEAM_FIELDING_DP` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 99.7 273941 9219.6
## - TEAM_BASERUN_CS 1 120.1 273961 9219.8
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 128.5 273970 9219.8
## - TEAM_BATTING_H 1 131.1 273972 9219.8
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 176.1 274017 9220.1
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 190.3 274031 9220.2
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 197.2 274038 9220.3
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 247.5 274089 9220.6
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 298.8 274140 9221.0
## <none> 273841 9221.0
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 450.3 274291 9222.0
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 506.5 274348 9222.3
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 526.4 274368 9222.5
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 593.6 274435 9222.9
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 643.5 274485 9223.2
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 684.3 274525 9223.5
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 688.6 274530 9223.5
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 735.1 274576 9223.8
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 751.6 274593 9224.0
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 764.3 274605 9224.0
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 784.1 274625 9224.2
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 899.4 274741 9224.9
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 919.4 274760 9225.1
## - TEAM_BATTING_HR 1 944.4 274786 9225.2
## - TEAM_BATTING_3B 1 1023.0 274864 9225.8
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 1237.3 275078 9227.2
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 1295.7 275137 9227.6
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1452.9 275294 9228.6
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 1506.6 275348 9229.0
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1597.1 275438 9229.6
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1617.7 275459 9229.7
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1828.7 275670 9231.1
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1858.8 275700 9231.3
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1898.8 275740 9231.6
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 1969.7 275811 9232.0
## - TEAM_FIELDING_E 1 1975.4 275817 9232.1
## - TEAM_FIELDING_DP 1 2068.7 275910 9232.7
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 2792.7 276634 9237.4
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 2858.0 276699 9237.9
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 3030.4 276871 9239.0
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3130.7 276972 9239.7
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 3254.0 277095 9240.5
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 4589.0 278430 9249.2
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 5021.2 278862 9252.1
## - TEAM_BASERUN_SB 1 6082.6 279924 9259.0
## - TEAM_BATTING_2B 1 7671.7 281513 9269.3
##
## Step: AIC=9219.63
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BASERUN_SB + TEAM_BASERUN_CS + TEAM_FIELDING_E +
## TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_E` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_BASERUN_SB` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_HR:TEAM_FIELDING_DP` + `TEAM_BATTING_BB:TEAM_BATTING_SO` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_FIELDING_DP` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_DP` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - TEAM_BASERUN_CS 1 30.3 273971 9217.8
## - TEAM_BATTING_H 1 47.1 273988 9217.9
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 151.1 274092 9218.6
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 183.4 274124 9218.8
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 188.7 274129 9218.9
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 193.5 274134 9218.9
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 248.7 274189 9219.3
## <none> 273941 9219.6
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 461.5 274402 9220.7
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 463.4 274404 9220.7
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 482.1 274423 9220.8
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 572.2 274513 9221.4
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 584.7 274526 9221.5
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 630.4 274571 9221.8
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 701.1 274642 9222.3
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 745.7 274686 9222.6
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 766.7 274708 9222.7
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 770.4 274711 9222.7
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 845.7 274786 9223.2
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 866.1 274807 9223.4
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 893.8 274835 9223.6
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 901.0 274842 9223.6
## - TEAM_BATTING_3B 1 939.0 274880 9223.9
## - TEAM_BATTING_HR 1 977.8 274919 9224.1
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 1249.9 275191 9225.9
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 1452.2 275393 9227.3
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 1475.3 275416 9227.4
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1494.7 275435 9227.5
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1607.3 275548 9228.3
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1645.8 275587 9228.5
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1802.0 275743 9229.6
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1812.8 275754 9229.6
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1846.1 275787 9229.9
## - TEAM_FIELDING_E 1 1965.8 275907 9230.7
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2006.3 275947 9230.9
## - TEAM_FIELDING_DP 1 2167.3 276108 9232.0
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 2731.4 276672 9235.7
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 2883.5 276824 9236.7
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 3030.5 276971 9237.7
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3115.7 277057 9238.2
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 3281.3 277222 9239.3
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 4823.8 278765 9249.4
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 5018.2 278959 9250.7
## - TEAM_BASERUN_SB 1 5983.3 279924 9257.0
## - TEAM_BATTING_2B 1 7838.2 281779 9269.0
##
## Step: AIC=9217.83
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BASERUN_SB + TEAM_FIELDING_E + TEAM_FIELDING_DP +
## `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_E` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_BASERUN_SB` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_HR:TEAM_FIELDING_DP` + `TEAM_BATTING_BB:TEAM_BATTING_SO` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_FIELDING_DP` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_DP` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - TEAM_BATTING_H 1 57.7 274029 9216.2
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 158.7 274130 9216.9
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 163.1 274134 9216.9
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 181.5 274153 9217.0
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 197.4 274168 9217.1
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 240.8 274212 9217.4
## <none> 273971 9217.8
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 437.9 274409 9218.7
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 477.6 274449 9219.0
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 484.0 274455 9219.0
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 555.3 274526 9219.5
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 556.7 274528 9219.5
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 629.0 274600 9220.0
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 724.9 274696 9220.6
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 771.5 274743 9221.0
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 891.7 274863 9221.7
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 932.2 274903 9222.0
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 975.4 274946 9222.3
## - TEAM_BATTING_3B 1 986.9 274958 9222.4
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 1031.6 275003 9222.7
## - TEAM_BATTING_HR 1 1055.2 275026 9222.8
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 1231.9 275203 9224.0
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 1250.4 275221 9224.1
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 1477.2 275448 9225.6
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 1486.1 275457 9225.7
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1495.9 275467 9225.7
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 1497.0 275468 9225.8
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1589.2 275560 9226.4
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1633.8 275605 9226.7
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1828.3 275799 9227.9
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1843.2 275814 9228.0
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1844.1 275815 9228.0
## - TEAM_FIELDING_E 1 1965.7 275937 9228.9
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 1989.5 275961 9229.0
## - TEAM_FIELDING_DP 1 2156.5 276128 9230.1
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 2701.4 276672 9233.7
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 2866.0 276837 9234.8
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 3044.5 277016 9236.0
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3215.9 277187 9237.1
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 3263.4 277235 9237.4
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 4973.9 278945 9248.6
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 4988.3 278959 9248.7
## - TEAM_BASERUN_SB 1 5957.0 279928 9255.0
## - TEAM_BATTING_2B 1 7817.2 281788 9267.1
##
## Step: AIC=9216.22
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BASERUN_SB + TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_E` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_BASERUN_CS` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_HR:TEAM_FIELDING_DP` +
## `TEAM_BATTING_BB:TEAM_BATTING_SO` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_FIELDING_DP` +
## `TEAM_BATTING_SO:TEAM_BASERUN_CS` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_BASERUN_CS:TEAM_FIELDING_DP` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 138.7 274167 9215.1
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 142.1 274171 9215.2
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 191.1 274220 9215.5
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 196.8 274226 9215.5
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 251.2 274280 9215.9
## <none> 274029 9216.2
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 464.8 274494 9217.3
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 466.9 274496 9217.3
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 472.7 274501 9217.4
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 532.7 274561 9217.8
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 578.3 274607 9218.1
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 608.1 274637 9218.3
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 669.6 274698 9218.7
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 739.4 274768 9219.1
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 834.5 274863 9219.8
## - TEAM_BATTING_3B 1 942.0 274971 9220.5
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 982.9 275012 9220.7
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 1001.1 275030 9220.9
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 1011.1 275040 9220.9
## - TEAM_BATTING_HR 1 1014.4 275043 9220.9
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 1264.0 275293 9222.6
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 1285.2 275314 9222.7
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 1435.8 275465 9223.7
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 1458.1 275487 9223.9
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 1469.9 275499 9224.0
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1582.9 275612 9224.7
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1588.5 275617 9224.7
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1899.2 275928 9226.8
## - TEAM_FIELDING_E 1 1909.7 275938 9226.9
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1918.5 275947 9226.9
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 1946.4 275975 9227.1
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1976.2 276005 9227.3
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 2478.4 276507 9230.6
## - TEAM_FIELDING_DP 1 2553.9 276583 9231.1
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 2828.5 276857 9232.9
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 3084.3 277113 9234.6
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3197.4 277226 9235.3
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 3286.1 277315 9235.9
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 3339.9 277369 9236.3
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 4916.5 278945 9246.6
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 4981.4 279010 9247.0
## - TEAM_BASERUN_SB 1 6160.8 280190 9254.7
## - TEAM_BATTING_2B 1 7761.1 281790 9265.1
##
## Step: AIC=9215.14
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BASERUN_SB + TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_E` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_BASERUN_SB` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_HR:TEAM_FIELDING_DP` + `TEAM_BATTING_BB:TEAM_BATTING_SO` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_FIELDING_DP` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_DP` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 84.2 274252 9213.7
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 220.9 274388 9214.6
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 267.0 274435 9214.9
## <none> 274167 9215.1
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 467.0 274635 9216.2
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 483.2 274651 9216.3
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 538.7 274706 9216.7
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 598.3 274766 9217.1
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 601.4 274769 9217.1
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 602.3 274770 9217.1
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 619.4 274787 9217.2
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 677.8 274845 9217.6
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 820.8 274988 9218.6
## - TEAM_BATTING_3B 1 894.4 275062 9219.1
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 975.7 275143 9219.6
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 994.9 275162 9219.7
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 998.4 275166 9219.8
## - TEAM_BATTING_HR 1 1036.5 275204 9220.0
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 1049.2 275217 9220.1
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 1164.3 275332 9220.9
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 1253.4 275421 9221.4
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 1372.3 275540 9222.2
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1468.4 275636 9222.9
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 1472.4 275640 9222.9
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1572.0 275739 9223.5
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 1807.9 275975 9225.1
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1858.6 276026 9225.4
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1868.4 276036 9225.5
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1884.1 276052 9225.6
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 1950.3 276118 9226.0
## - TEAM_FIELDING_E 1 2292.7 276460 9228.3
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 2370.7 276538 9228.8
## - TEAM_FIELDING_DP 1 2442.4 276610 9229.3
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 2883.6 277051 9232.2
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 2953.9 277121 9232.7
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3274.8 277442 9234.8
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 3297.2 277465 9234.9
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 3398.9 277566 9235.6
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 5027.0 279194 9246.2
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 5635.4 279803 9250.2
## - TEAM_BASERUN_SB 1 6032.2 280200 9252.8
## - TEAM_BATTING_2B 1 7805.8 281973 9264.3
##
## Step: AIC=9213.7
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BASERUN_SB + TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_E` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_BASERUN_SB` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_HR:TEAM_FIELDING_DP` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_FIELDING_DP` +
## `TEAM_BATTING_SO:TEAM_BASERUN_CS` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_BASERUN_CS:TEAM_FIELDING_DP` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 213.7 274465 9213.1
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 250.1 274502 9213.4
## <none> 274252 9213.7
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 441.5 274693 9214.6
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 454.5 274706 9214.7
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 481.3 274733 9214.9
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 548.5 274800 9215.3
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 558.3 274810 9215.4
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 571.3 274823 9215.5
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 611.1 274863 9215.7
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 688.9 274941 9216.3
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 744.6 274996 9216.6
## - TEAM_BATTING_3B 1 896.8 275148 9217.6
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 929.1 275181 9217.9
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 987.6 275239 9218.2
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 1023.2 275275 9218.5
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 1062.1 275314 9218.7
## - TEAM_BATTING_HR 1 1094.1 275346 9218.9
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 1215.1 275467 9219.7
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 1250.8 275502 9220.0
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 1362.1 275614 9220.7
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 1388.4 275640 9220.9
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1404.5 275656 9221.0
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1559.0 275811 9222.0
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 1782.7 276034 9223.5
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1817.6 276069 9223.7
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1821.8 276073 9223.8
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1843.0 276095 9223.9
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 1883.6 276135 9224.2
## - TEAM_FIELDING_E 1 2235.6 276487 9226.5
## - TEAM_FIELDING_DP 1 2461.4 276713 9228.0
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 2572.0 276824 9228.7
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 2904.0 277156 9230.9
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3260.9 277513 9233.2
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 3296.6 277548 9233.5
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 3377.3 277629 9234.0
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 3834.0 278086 9237.0
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 5095.2 279347 9245.2
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 5888.3 280140 9250.4
## - TEAM_BASERUN_SB 1 5948.3 280200 9250.8
## - TEAM_BATTING_2B 1 7757.7 282009 9262.5
##
## Step: AIC=9213.12
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BASERUN_SB + TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_E` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_BASERUN_SB` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_HR:TEAM_FIELDING_DP` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_DP` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## <none> 274465 9213.1
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 422.8 274888 9213.9
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 439.1 274905 9214.0
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 468.6 274934 9214.2
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 476.7 274942 9214.3
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 564.9 275030 9214.9
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 569.5 275035 9214.9
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 577.7 275043 9214.9
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 584.7 275050 9215.0
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 627.2 275093 9215.3
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 908.1 275374 9217.1
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 935.5 275401 9217.3
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 944.7 275410 9217.4
## - TEAM_BATTING_HR 1 948.6 275414 9217.4
## - TEAM_BATTING_3B 1 974.8 275440 9217.6
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 980.9 275446 9217.6
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 1073.1 275539 9218.2
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 1160.5 275626 9218.8
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 1193.0 275658 9219.0
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 1323.6 275789 9219.9
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1431.7 275897 9220.6
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 1486.9 275952 9221.0
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1694.8 276160 9222.3
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1797.3 276263 9223.0
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1818.6 276284 9223.1
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 1830.5 276296 9223.2
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1854.3 276320 9223.4
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2197.0 276662 9225.6
## - TEAM_FIELDING_E 1 2276.8 276742 9226.2
## - TEAM_FIELDING_DP 1 2318.0 276783 9226.4
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 2360.5 276826 9226.7
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 2912.0 277377 9230.3
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 3309.7 277775 9232.9
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3316.9 277782 9233.0
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 3383.6 277849 9233.4
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 3901.1 278366 9236.8
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 4944.5 279410 9243.6
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 5715.9 280181 9248.6
## - TEAM_BASERUN_SB 1 5955.4 280421 9250.2
## - TEAM_BATTING_2B 1 7668.1 282134 9261.3
## Start: AIC=9200.22
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB +
## TEAM_BASERUN_CS + TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_E` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_BASERUN_CS` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_BASERUN_CS` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_HR:TEAM_FIELDING_DP` + `TEAM_BATTING_BB:TEAM_BATTING_SO` +
## `TEAM_BATTING_BB:TEAM_BASERUN_SB` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_FIELDING_DP` +
## `TEAM_BATTING_SO:TEAM_BASERUN_SB` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BATTING_SO:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_SB:TEAM_BASERUN_CS` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_DP` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 0.3 267196 9198.2
## - `TEAM_BASERUN_SB:TEAM_BASERUN_CS` 1 8.7 267205 9198.3
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 22.1 267218 9198.4
## - TEAM_BATTING_SO 1 23.2 267219 9198.4
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 23.9 267220 9198.4
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 25.7 267222 9198.4
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 28.5 267224 9198.4
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 44.1 267240 9198.5
## - `TEAM_BATTING_BB:TEAM_BASERUN_SB` 1 54.7 267251 9198.6
## - TEAM_BATTING_H 1 55.8 267252 9198.6
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 102.6 267298 9198.9
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 124.6 267320 9199.1
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 145.3 267341 9199.2
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 148.2 267344 9199.2
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 157.2 267353 9199.3
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 164.4 267360 9199.3
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 168.7 267364 9199.4
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 207.2 267403 9199.6
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 211.4 267407 9199.7
## - TEAM_BATTING_BB 1 230.4 267426 9199.8
## - TEAM_BASERUN_CS 1 236.2 267432 9199.8
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 249.7 267446 9199.9
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 285.8 267482 9200.2
## <none> 267196 9200.2
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 297.3 267493 9200.2
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 447.6 267643 9201.3
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 457.8 267654 9201.3
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 554.5 267750 9202.0
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 606.7 267802 9202.4
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 644.5 267840 9202.6
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 739.1 267935 9203.3
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 787.9 267984 9203.6
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 876.3 268072 9204.2
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 892.2 268088 9204.3
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 911.6 268107 9204.4
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 986.9 268183 9204.9
## - TEAM_BATTING_HR 1 1073.9 268270 9205.5
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1092.4 268288 9205.7
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1423.9 268620 9207.9
## - TEAM_BASERUN_SB 1 1526.4 268722 9208.6
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1535.9 268732 9208.7
## - TEAM_BATTING_3B 1 1614.2 268810 9209.2
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1762.6 268958 9210.2
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1853.2 269049 9210.8
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 1903.7 269099 9211.2
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 1903.8 269100 9211.2
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 2019.6 269215 9211.9
## - TEAM_FIELDING_E 1 2085.7 269282 9212.4
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 2198.4 269394 9213.2
## - TEAM_FIELDING_DP 1 2316.8 269513 9214.0
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 2600.6 269796 9215.9
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 2988.4 270184 9218.5
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3866.3 271062 9224.4
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 4009.4 271205 9225.4
## - TEAM_BATTING_2B 1 4990.7 272187 9231.9
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 6683.1 273879 9243.2
##
## Step: AIC=9198.22
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB +
## TEAM_BASERUN_CS + TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_E` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_BASERUN_CS` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_BASERUN_CS` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_HR:TEAM_FIELDING_DP` + `TEAM_BATTING_BB:TEAM_BATTING_SO` +
## `TEAM_BATTING_BB:TEAM_BASERUN_SB` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_FIELDING_DP` +
## `TEAM_BATTING_SO:TEAM_BASERUN_SB` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BATTING_SO:TEAM_FIELDING_DP` + `TEAM_BASERUN_SB:TEAM_BASERUN_CS` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_BASERUN_CS:TEAM_FIELDING_DP` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BASERUN_SB:TEAM_BASERUN_CS` 1 8.5 267205 9196.3
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 23.6 267220 9196.4
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 26.2 267222 9196.4
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 28.4 267225 9196.4
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 29.6 267226 9196.4
## - TEAM_BATTING_SO 1 30.7 267227 9196.4
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 43.9 267240 9196.5
## - `TEAM_BATTING_BB:TEAM_BASERUN_SB` 1 54.6 267251 9196.6
## - TEAM_BATTING_H 1 61.9 267258 9196.6
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 102.7 267299 9196.9
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 124.4 267320 9197.1
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 149.5 267346 9197.2
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 165.5 267362 9197.4
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 168.6 267365 9197.4
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 169.2 267365 9197.4
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 191.9 267388 9197.5
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 210.7 267407 9197.7
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 211.4 267408 9197.7
## - TEAM_BATTING_BB 1 230.1 267426 9197.8
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 277.1 267473 9198.1
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 292.4 267489 9198.2
## <none> 267196 9198.2
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 297.3 267493 9198.2
## - TEAM_BASERUN_CS 1 442.5 267639 9199.2
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 447.8 267644 9199.3
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 459.4 267656 9199.4
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 554.2 267750 9200.0
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 608.4 267805 9200.4
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 644.6 267841 9200.6
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 750.8 267947 9201.3
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 788.1 267984 9201.6
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 912.0 268108 9202.4
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 913.2 268109 9202.4
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 931.3 268127 9202.6
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 991.5 268188 9203.0
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1092.2 268288 9203.7
## - TEAM_BATTING_HR 1 1112.6 268309 9203.8
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1425.9 268622 9205.9
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1535.7 268732 9206.7
## - TEAM_BATTING_3B 1 1626.1 268822 9207.3
## - TEAM_BASERUN_SB 1 1659.5 268856 9207.5
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1763.2 268959 9208.2
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1853.0 269049 9208.8
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 1911.1 269107 9209.2
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 1913.3 269109 9209.2
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 2020.9 269217 9210.0
## - TEAM_FIELDING_E 1 2123.9 269320 9210.6
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 2198.8 269395 9211.2
## - TEAM_FIELDING_DP 1 2318.4 269514 9212.0
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 2601.1 269797 9213.9
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 2990.3 270186 9216.5
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3871.2 271067 9222.4
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 4009.4 271206 9223.4
## - TEAM_BATTING_2B 1 5097.1 272293 9230.7
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 6704.1 273900 9241.4
##
## Step: AIC=9196.28
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB +
## TEAM_BASERUN_CS + TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_E` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_BASERUN_CS` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_BASERUN_CS` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_HR:TEAM_FIELDING_DP` + `TEAM_BATTING_BB:TEAM_BATTING_SO` +
## `TEAM_BATTING_BB:TEAM_BASERUN_SB` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_FIELDING_DP` +
## `TEAM_BATTING_SO:TEAM_BASERUN_SB` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BATTING_SO:TEAM_FIELDING_DP` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_DP` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 23.4 267228 9194.4
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 25.3 267230 9194.5
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 26.6 267231 9194.5
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 27.3 267232 9194.5
## - TEAM_BATTING_SO 1 31.6 267236 9194.5
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 45.8 267250 9194.6
## - `TEAM_BATTING_BB:TEAM_BASERUN_SB` 1 54.6 267259 9194.7
## - TEAM_BATTING_H 1 64.2 267269 9194.7
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 120.1 267325 9195.1
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 123.2 267328 9195.1
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 149.8 267354 9195.3
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 161.9 267367 9195.4
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 170.7 267375 9195.4
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 170.8 267375 9195.4
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 192.6 267397 9195.6
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 202.2 267407 9195.7
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 213.3 267418 9195.7
## - TEAM_BATTING_BB 1 233.1 267438 9195.9
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 269.8 267474 9196.1
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 287.0 267492 9196.2
## <none> 267205 9196.3
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 299.6 267504 9196.3
## - TEAM_BASERUN_CS 1 440.8 267645 9197.3
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 456.7 267661 9197.4
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 461.9 267666 9197.4
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 554.4 267759 9198.1
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 607.4 267812 9198.4
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 648.8 267853 9198.7
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 747.7 267952 9199.4
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 793.0 267998 9199.7
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 914.8 268119 9200.5
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 922.8 268127 9200.6
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 937.1 268142 9200.7
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 986.3 268191 9201.0
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1091.1 268296 9201.7
## - TEAM_BATTING_HR 1 1144.6 268349 9202.1
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1439.1 268644 9204.1
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1543.7 268748 9204.8
## - TEAM_BATTING_3B 1 1628.8 268833 9205.4
## - TEAM_BASERUN_SB 1 1761.9 268966 9206.3
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1783.4 268988 9206.4
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1859.0 269064 9206.9
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 1903.2 269108 9207.2
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 1904.8 269109 9207.2
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 2025.9 269231 9208.0
## - TEAM_FIELDING_E 1 2120.6 269325 9208.7
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 2201.9 269406 9209.2
## - TEAM_FIELDING_DP 1 2318.7 269523 9210.0
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 2620.0 269825 9212.1
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 2983.5 270188 9214.5
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3865.3 271070 9220.4
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 4039.2 271244 9221.6
## - TEAM_BATTING_2B 1 5092.9 272298 9228.7
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 6709.0 273914 9239.5
##
## Step: AIC=9194.44
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB +
## TEAM_BASERUN_CS + TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_E` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_BASERUN_CS` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_BASERUN_CS` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_HR:TEAM_FIELDING_DP` + `TEAM_BATTING_BB:TEAM_BASERUN_SB` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_FIELDING_DP` + `TEAM_BATTING_SO:TEAM_BASERUN_SB` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BATTING_SO:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_BASERUN_CS:TEAM_FIELDING_DP` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 24.4 267252 9192.6
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 31.2 267259 9192.7
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 35.2 267263 9192.7
## - TEAM_BATTING_SO 1 43.6 267272 9192.7
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 48.0 267276 9192.8
## - `TEAM_BATTING_BB:TEAM_BASERUN_SB` 1 67.9 267296 9192.9
## - TEAM_BATTING_H 1 70.5 267299 9192.9
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 115.0 267343 9193.2
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 118.9 267347 9193.3
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 138.2 267366 9193.4
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 151.9 267380 9193.5
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 161.9 267390 9193.5
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 181.4 267409 9193.7
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 195.7 267424 9193.8
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 199.4 267427 9193.8
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 204.2 267432 9193.8
## - TEAM_BATTING_BB 1 236.4 267464 9194.1
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 283.0 267511 9194.4
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 286.1 267514 9194.4
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 289.5 267517 9194.4
## <none> 267228 9194.4
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 439.6 267668 9195.4
## - TEAM_BASERUN_CS 1 441.0 267669 9195.4
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 462.2 267690 9195.6
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 585.6 267814 9196.4
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 606.5 267835 9196.6
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 640.6 267869 9196.8
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 725.3 267953 9197.4
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 806.8 268035 9197.9
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 899.8 268128 9198.6
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 918.6 268147 9198.7
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 935.8 268164 9198.8
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 983.5 268211 9199.1
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1134.5 268362 9200.2
## - TEAM_BATTING_HR 1 1228.8 268457 9200.8
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1431.4 268659 9202.2
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1557.1 268785 9203.0
## - TEAM_BATTING_3B 1 1606.2 268834 9203.4
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1762.3 268990 9204.4
## - TEAM_BASERUN_SB 1 1779.4 269007 9204.5
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1849.0 269077 9205.0
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 1884.1 269112 9205.2
## - TEAM_FIELDING_E 1 2097.8 269326 9206.7
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 2184.4 269412 9207.3
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2308.0 269536 9208.1
## - TEAM_FIELDING_DP 1 2311.4 269539 9208.1
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 2392.3 269620 9208.7
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 2603.0 269831 9210.1
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 2960.5 270188 9212.5
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3847.7 271076 9218.5
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 4072.8 271301 9220.0
## - TEAM_BATTING_2B 1 5076.4 272304 9226.7
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 6687.4 273915 9237.5
##
## Step: AIC=9192.61
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB +
## TEAM_BASERUN_CS + TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_E` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_BASERUN_CS` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_HR:TEAM_FIELDING_DP` +
## `TEAM_BATTING_BB:TEAM_BASERUN_SB` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_FIELDING_DP` +
## `TEAM_BATTING_SO:TEAM_BASERUN_SB` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BATTING_SO:TEAM_FIELDING_DP` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_DP` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 32.9 267285 9190.8
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 33.6 267286 9190.8
## - TEAM_BATTING_SO 1 43.7 267296 9190.9
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 49.0 267301 9190.9
## - `TEAM_BATTING_BB:TEAM_BASERUN_SB` 1 79.8 267332 9191.2
## - TEAM_BATTING_H 1 82.7 267335 9191.2
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 108.8 267361 9191.3
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 137.5 267390 9191.5
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 146.0 267398 9191.6
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 160.6 267413 9191.7
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 180.6 267433 9191.8
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 180.7 267433 9191.8
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 196.5 267449 9191.9
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 205.4 267458 9192.0
## - TEAM_BATTING_BB 1 230.9 267483 9192.2
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 253.6 267506 9192.3
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 280.6 267533 9192.5
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 289.3 267542 9192.6
## <none> 267252 9192.6
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 301.6 267554 9192.7
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 448.5 267701 9193.7
## - TEAM_BASERUN_CS 1 454.2 267707 9193.7
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 468.2 267721 9193.8
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 610.1 267862 9194.8
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 639.6 267892 9195.0
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 689.9 267942 9195.3
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 736.4 267989 9195.6
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 790.8 268043 9196.0
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 897.8 268150 9196.7
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 914.9 268167 9196.8
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 921.3 268174 9196.9
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 996.4 268249 9197.4
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1151.1 268403 9198.4
## - TEAM_BATTING_HR 1 1350.0 268602 9199.8
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1426.4 268679 9200.3
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1572.8 268825 9201.3
## - TEAM_BATTING_3B 1 1702.7 268955 9202.2
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1771.8 269024 9202.6
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1825.3 269078 9203.0
## - TEAM_BASERUN_SB 1 1825.8 269078 9203.0
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 1912.3 269165 9203.6
## - TEAM_FIELDING_E 1 2073.5 269326 9204.7
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 2172.0 269424 9205.4
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2291.7 269544 9206.2
## - TEAM_FIELDING_DP 1 2331.6 269584 9206.4
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 2456.8 269709 9207.3
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 2578.8 269831 9208.1
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 2958.3 270211 9210.7
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3940.3 271193 9217.3
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 4098.0 271350 9218.3
## - TEAM_BATTING_2B 1 5060.8 272313 9224.8
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 6678.5 273931 9235.6
##
## Step: AIC=9190.83
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB +
## TEAM_BASERUN_CS + TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_E` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_BASERUN_SB` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_HR:TEAM_FIELDING_DP` + `TEAM_BATTING_BB:TEAM_BASERUN_SB` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_FIELDING_DP` + `TEAM_BATTING_SO:TEAM_BASERUN_SB` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BATTING_SO:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_BASERUN_CS:TEAM_FIELDING_DP` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 35.2 267321 9189.1
## - TEAM_BATTING_SO 1 44.3 267330 9189.1
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 50.2 267335 9189.2
## - TEAM_BATTING_H 1 79.7 267365 9189.4
## - `TEAM_BATTING_BB:TEAM_BASERUN_SB` 1 79.8 267365 9189.4
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 116.0 267401 9189.6
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 147.2 267433 9189.8
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 148.5 267434 9189.8
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 154.1 267439 9189.9
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 166.4 267452 9190.0
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 182.9 267468 9190.1
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 198.4 267484 9190.2
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 213.9 267499 9190.3
## - TEAM_BATTING_BB 1 238.3 267524 9190.5
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 258.5 267544 9190.6
## <none> 267285 9190.8
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 303.2 267589 9190.9
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 308.2 267594 9190.9
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 316.9 267602 9191.0
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 437.7 267723 9191.8
## - TEAM_BASERUN_CS 1 453.3 267739 9191.9
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 548.7 267834 9192.6
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 607.1 267892 9193.0
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 610.5 267896 9193.0
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 679.7 267965 9193.5
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 786.5 268072 9194.2
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 875.1 268160 9194.8
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 893.6 268179 9194.9
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 918.4 268204 9195.1
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 948.2 268233 9195.3
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 964.7 268250 9195.4
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1187.3 268473 9196.9
## - TEAM_BATTING_HR 1 1317.1 268602 9197.8
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1394.8 268680 9198.3
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1545.6 268831 9199.3
## - TEAM_BATTING_3B 1 1695.7 268981 9200.4
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1739.0 269024 9200.6
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1795.1 269080 9201.0
## - TEAM_BASERUN_SB 1 1860.1 269145 9201.5
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 1918.9 269204 9201.9
## - TEAM_FIELDING_E 1 2118.4 269404 9203.2
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 2237.1 269522 9204.0
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2278.2 269564 9204.3
## - TEAM_FIELDING_DP 1 2305.5 269591 9204.5
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 2442.2 269728 9205.4
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 2566.1 269851 9206.2
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 2945.9 270231 9208.8
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 4031.8 271317 9216.1
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 4079.7 271365 9216.4
## - TEAM_BATTING_2B 1 5202.0 272487 9224.0
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 9492.9 276778 9252.4
##
## Step: AIC=9189.07
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB +
## TEAM_BASERUN_CS + TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_E` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_BASERUN_SB` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_BASERUN_SB` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_FIELDING_DP` +
## `TEAM_BATTING_SO:TEAM_BASERUN_SB` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BATTING_SO:TEAM_FIELDING_DP` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_DP` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_BB:TEAM_BASERUN_SB` 1 73.3 267394 9187.6
## - TEAM_BATTING_SO 1 89.5 267410 9187.7
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 98.7 267419 9187.7
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 113.7 267434 9187.8
## - TEAM_BATTING_H 1 119.1 267440 9187.9
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 144.1 267465 9188.1
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 149.9 267470 9188.1
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 166.9 267487 9188.2
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 185.0 267506 9188.3
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 186.3 267507 9188.3
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 218.5 267539 9188.6
## - TEAM_BATTING_BB 1 227.3 267548 9188.6
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 268.2 267589 9188.9
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 288.4 267609 9189.0
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 291.3 267612 9189.1
## <none> 267321 9189.1
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 312.6 267633 9189.2
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 387.5 267708 9189.7
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 411.5 267732 9189.9
## - TEAM_BASERUN_CS 1 451.5 267772 9190.1
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 593.8 267914 9191.1
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 603.2 267924 9191.2
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 615.9 267936 9191.3
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 669.4 267990 9191.6
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 821.4 268142 9192.7
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 898.0 268218 9193.2
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 951.3 268272 9193.5
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 954.3 268275 9193.6
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 987.0 268308 9193.8
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 1040.9 268361 9194.2
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1266.3 268587 9195.7
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1402.7 268723 9196.6
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1545.8 268866 9197.6
## - TEAM_BATTING_3B 1 1779.4 269100 9199.2
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1825.5 269146 9199.5
## - TEAM_BASERUN_SB 1 1857.6 269178 9199.7
## - TEAM_BATTING_HR 1 1918.3 269239 9200.1
## - TEAM_FIELDING_E 1 2095.0 269416 9201.3
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 2179.8 269500 9201.9
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 2212.4 269533 9202.1
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 2309.2 269630 9202.7
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 2481.1 269802 9203.9
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2499.0 269819 9204.0
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 2576.2 269897 9204.5
## - TEAM_FIELDING_DP 1 2923.5 270244 9206.9
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 2951.4 270272 9207.1
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 4183.1 271504 9215.4
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 4196.8 271517 9215.5
## - TEAM_BATTING_2B 1 5168.0 272488 9222.0
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 9468.9 276789 9250.5
##
## Step: AIC=9187.57
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB +
## TEAM_BASERUN_CS + TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_E` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_BASERUN_SB` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_FIELDING_DP` + `TEAM_BATTING_SO:TEAM_BASERUN_SB` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BATTING_SO:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_BASERUN_CS:TEAM_FIELDING_DP` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - TEAM_BATTING_SO 1 97.8 267492 9186.2
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 110.3 267504 9186.3
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 117.4 267511 9186.4
## - TEAM_BATTING_H 1 125.5 267519 9186.4
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 138.8 267533 9186.5
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 142.4 267536 9186.5
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 180.6 267574 9186.8
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 190.4 267584 9186.9
## - TEAM_BATTING_BB 1 199.0 267593 9186.9
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 208.2 267602 9187.0
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 225.5 267619 9187.1
## <none> 267394 9187.6
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 294.6 267688 9187.6
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 297.1 267691 9187.6
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 321.0 267715 9187.8
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 327.1 267721 9187.8
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 368.5 267762 9188.1
## - TEAM_BASERUN_CS 1 439.2 267833 9188.6
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 462.6 267856 9188.7
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 580.5 267974 9189.5
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 593.9 267988 9189.6
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 605.3 267999 9189.7
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 626.2 268020 9189.8
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 880.6 268274 9191.6
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 930.1 268324 9191.9
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 960.9 268355 9192.1
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 968.1 268362 9192.2
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 1044.0 268438 9192.7
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 1145.4 268539 9193.4
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1228.6 268622 9193.9
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1452.8 268847 9195.4
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1545.3 268939 9196.1
## - TEAM_BASERUN_SB 1 1794.8 269189 9197.8
## - TEAM_BATTING_3B 1 1813.0 269207 9197.9
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1835.7 269229 9198.0
## - TEAM_BATTING_HR 1 1975.8 269370 9199.0
## - TEAM_FIELDING_E 1 2075.2 269469 9199.7
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 2203.3 269597 9200.5
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 2261.1 269655 9200.9
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 2268.9 269663 9201.0
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 2459.2 269853 9202.3
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2494.1 269888 9202.5
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 2679.3 270073 9203.7
## - TEAM_FIELDING_DP 1 2870.4 270264 9205.0
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 2967.5 270361 9205.7
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 4184.2 271578 9213.9
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 4346.6 271740 9215.0
## - TEAM_BATTING_2B 1 5176.5 272570 9220.5
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 9468.9 276863 9249.0
##
## Step: AIC=9186.24
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + TEAM_BASERUN_SB + TEAM_BASERUN_CS +
## TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_E` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_BASERUN_SB` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_FIELDING_DP` + `TEAM_BATTING_SO:TEAM_BASERUN_SB` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BATTING_SO:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_BASERUN_CS:TEAM_FIELDING_DP` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - TEAM_BATTING_H 1 54.3 267546 9184.6
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 90.4 267582 9184.9
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 137.2 267629 9185.2
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 146.9 267639 9185.2
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 153.7 267645 9185.3
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 163.3 267655 9185.4
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 172.7 267664 9185.4
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 214.8 267706 9185.7
## - TEAM_BATTING_BB 1 233.0 267725 9185.8
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 270.7 267762 9186.1
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 288.5 267780 9186.2
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 290.8 267782 9186.2
## <none> 267492 9186.2
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 304.3 267796 9186.3
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 326.2 267818 9186.5
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 340.0 267832 9186.6
## - TEAM_BASERUN_CS 1 429.4 267921 9187.2
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 455.3 267947 9187.3
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 538.5 268030 9187.9
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 585.1 268077 9188.2
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 629.5 268121 9188.5
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 665.2 268157 9188.8
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 791.7 268283 9189.6
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 861.5 268353 9190.1
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 961.6 268453 9190.8
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1096.6 268588 9191.7
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 1140.9 268633 9192.0
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 1196.5 268688 9192.4
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1221.6 268713 9192.5
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1395.2 268887 9193.7
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1520.8 269012 9194.6
## - TEAM_BASERUN_SB 1 1758.9 269251 9196.2
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1824.0 269316 9196.6
## - TEAM_FIELDING_E 1 1977.5 269469 9197.7
## - TEAM_BATTING_HR 1 1994.8 269487 9197.8
## - TEAM_BATTING_3B 1 2087.1 269579 9198.4
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 2153.5 269645 9198.8
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 2184.0 269676 9199.1
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 2449.6 269941 9200.8
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2459.1 269951 9200.9
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 2652.7 270144 9202.2
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 2889.0 270381 9203.8
## - TEAM_FIELDING_DP 1 2942.9 270435 9204.2
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 3162.0 270654 9205.6
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 4126.3 271618 9212.1
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 4400.8 271892 9214.0
## - TEAM_BATTING_2B 1 5273.7 272765 9219.8
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 9563.1 277055 9248.2
##
## Step: AIC=9184.61
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BASERUN_SB + TEAM_BASERUN_CS + TEAM_FIELDING_E +
## TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_E` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_BASERUN_CS` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_FIELDING_DP` +
## `TEAM_BATTING_SO:TEAM_BASERUN_SB` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BATTING_SO:TEAM_FIELDING_DP` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_DP` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 68.1 267614 9183.1
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 140.3 267686 9183.6
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 142.8 267689 9183.6
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 150.0 267696 9183.6
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 177.3 267723 9183.8
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 190.5 267736 9183.9
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 202.3 267748 9184.0
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 239.3 267785 9184.2
## - TEAM_BATTING_BB 1 246.2 267792 9184.3
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 287.0 267833 9184.6
## <none> 267546 9184.6
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 295.2 267841 9184.6
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 313.9 267860 9184.7
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 330.7 267877 9184.9
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 370.5 267916 9185.1
## - TEAM_BASERUN_CS 1 375.3 267921 9185.2
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 447.0 267993 9185.6
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 490.7 268037 9185.9
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 585.4 268131 9186.6
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 641.3 268187 9187.0
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 699.9 268246 9187.4
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 825.1 268371 9188.2
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 848.7 268395 9188.4
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 934.7 268481 9189.0
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 1111.0 268657 9190.2
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 1142.6 268689 9190.4
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1197.4 268743 9190.7
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1287.8 268834 9191.4
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1364.4 268910 9191.9
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1507.3 269053 9192.8
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1799.9 269346 9194.8
## - TEAM_BASERUN_SB 1 1823.5 269369 9195.0
## - TEAM_BATTING_HR 1 1970.4 269516 9196.0
## - TEAM_FIELDING_E 1 1981.3 269527 9196.1
## - TEAM_BATTING_3B 1 2032.9 269579 9196.4
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 2182.8 269729 9197.4
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2415.2 269961 9199.0
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 2499.7 270046 9199.6
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 2762.7 270309 9201.3
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 2774.6 270321 9201.4
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 2954.2 270500 9202.6
## - TEAM_FIELDING_DP 1 3022.2 270568 9203.1
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 3108.1 270654 9203.7
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 4197.4 271743 9211.0
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 4404.1 271950 9212.4
## - TEAM_BATTING_2B 1 5448.6 272995 9219.3
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 9532.1 277078 9246.4
##
## Step: AIC=9183.07
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BASERUN_SB + TEAM_BASERUN_CS + TEAM_FIELDING_E +
## TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_E` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_BASERUN_SB` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_FIELDING_DP` + `TEAM_BATTING_SO:TEAM_BASERUN_SB` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BATTING_SO:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_BASERUN_CS:TEAM_FIELDING_DP` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 108.0 267722 9181.8
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 153.2 267767 9182.1
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 158.5 267773 9182.1
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 160.0 267774 9182.2
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 179.5 267794 9182.3
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 196.4 267810 9182.4
## - TEAM_BATTING_BB 1 237.5 267852 9182.7
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 287.1 267901 9183.0
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 289.8 267904 9183.0
## <none> 267614 9183.1
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 299.1 267913 9183.1
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 349.5 267963 9183.4
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 387.4 268001 9183.7
## - TEAM_BASERUN_CS 1 416.4 268030 9183.9
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 457.6 268072 9184.2
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 536.0 268150 9184.7
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 536.9 268151 9184.7
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 564.9 268179 9184.9
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 646.7 268261 9185.5
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 733.2 268347 9186.1
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 778.7 268393 9186.4
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 839.9 268454 9186.8
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 970.1 268584 9187.7
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 1078.5 268693 9188.4
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 1150.6 268765 9188.9
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1226.7 268841 9189.4
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1313.3 268927 9190.0
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1456.1 269070 9191.0
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1458.2 269072 9191.0
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1733.1 269347 9192.8
## - TEAM_BASERUN_SB 1 1837.2 269451 9193.5
## - TEAM_BATTING_HR 1 1965.4 269579 9194.4
## - TEAM_FIELDING_E 1 2030.4 269644 9194.8
## - TEAM_BATTING_3B 1 2030.6 269645 9194.8
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 2210.0 269824 9196.1
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2373.3 269987 9197.2
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 2755.3 270369 9199.7
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 2843.0 270457 9200.3
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 2966.7 270581 9201.2
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 2991.5 270605 9201.3
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 3070.4 270684 9201.9
## - TEAM_FIELDING_DP 1 3137.4 270751 9202.3
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 4159.4 271773 9209.2
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 4414.6 272029 9210.9
## - TEAM_BATTING_2B 1 5382.8 272997 9217.4
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 10824.0 278438 9253.3
##
## Step: AIC=9181.81
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BASERUN_SB + TEAM_BASERUN_CS + TEAM_FIELDING_E +
## TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_E` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_BASERUN_CS` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_FIELDING_DP` +
## `TEAM_BATTING_SO:TEAM_BASERUN_SB` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BATTING_SO:TEAM_FIELDING_DP` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_DP` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 164.0 267886 9180.9
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 176.0 267898 9181.0
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 179.5 267901 9181.0
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 185.8 267908 9181.1
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 203.9 267926 9181.2
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 263.5 267985 9181.6
## - TEAM_BATTING_BB 1 265.9 267988 9181.6
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 274.4 267996 9181.7
## <none> 267722 9181.8
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 296.3 268018 9181.8
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 397.6 268120 9182.5
## - TEAM_BASERUN_CS 1 400.5 268122 9182.5
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 411.0 268133 9182.6
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 425.8 268148 9182.7
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 504.8 268227 9183.2
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 543.5 268265 9183.5
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 594.3 268316 9183.8
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 738.5 268460 9184.8
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 847.6 268570 9185.6
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 867.7 268590 9185.7
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 909.1 268631 9186.0
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 1100.0 268822 9187.3
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 1204.1 268926 9188.0
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1296.2 269018 9188.6
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1336.6 269058 9188.9
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1373.9 269096 9189.1
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1397.6 269120 9189.3
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1526.8 269249 9190.2
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1683.8 269406 9191.2
## - TEAM_BASERUN_SB 1 1815.6 269538 9192.1
## - TEAM_BATTING_HR 1 1946.0 269668 9193.0
## - TEAM_BATTING_3B 1 1960.2 269682 9193.1
## - TEAM_FIELDING_E 1 2070.8 269793 9193.8
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 2222.8 269945 9194.9
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2265.4 269987 9195.2
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 2683.8 270406 9198.0
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 2894.0 270616 9199.4
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 2908.9 270631 9199.5
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 3187.9 270910 9201.4
## - TEAM_FIELDING_DP 1 3201.3 270923 9201.5
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 3540.7 271263 9203.7
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 4127.9 271850 9207.7
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 4471.6 272194 9210.0
## - TEAM_BATTING_2B 1 5341.0 273063 9215.8
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 12179.2 279901 9260.9
##
## Step: AIC=9180.92
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BASERUN_SB + TEAM_BASERUN_CS + TEAM_FIELDING_E +
## TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_E` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_BASERUN_CS` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_SO:TEAM_BASERUN_SB` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BATTING_SO:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_BASERUN_CS:TEAM_FIELDING_DP` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 137.6 268023 9179.9
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 161.7 268048 9180.0
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 170.1 268056 9180.1
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 214.7 268101 9180.4
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 247.5 268133 9180.6
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 276.0 268162 9180.8
## <none> 267886 9180.9
## - TEAM_BASERUN_CS 1 340.4 268226 9181.2
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 342.1 268228 9181.2
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 386.4 268272 9181.5
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 406.2 268292 9181.7
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 411.3 268297 9181.7
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 519.1 268405 9182.4
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 537.2 268423 9182.6
## - TEAM_BATTING_BB 1 545.2 268431 9182.6
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 558.2 268444 9182.7
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 759.2 268645 9184.1
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 820.7 268707 9184.5
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 871.6 268758 9184.8
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 909.2 268795 9185.1
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 1105.7 268992 9186.4
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1286.8 269173 9187.7
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1356.0 269242 9188.1
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1394.0 269280 9188.4
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1469.4 269355 9188.9
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1501.7 269388 9189.1
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 1515.5 269401 9189.2
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1718.1 269604 9190.6
## - TEAM_BASERUN_SB 1 1750.4 269636 9190.8
## - TEAM_BATTING_HR 1 1945.8 269832 9192.1
## - TEAM_FIELDING_E 1 2016.6 269903 9192.6
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 2198.5 270084 9193.8
## - TEAM_BATTING_3B 1 2217.5 270103 9193.9
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 2826.3 270712 9198.0
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 2903.2 270789 9198.6
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 2939.3 270825 9198.8
## - TEAM_FIELDING_DP 1 3037.5 270923 9199.5
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 3105.2 270991 9199.9
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 3122.4 271008 9200.0
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 3635.5 271521 9203.5
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 4189.0 272075 9207.2
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 4502.0 272388 9209.3
## - TEAM_BATTING_2B 1 5213.3 273099 9214.0
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 12171.1 280057 9259.9
##
## Step: AIC=9179.86
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BASERUN_SB + TEAM_BASERUN_CS + TEAM_FIELDING_E +
## TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_E` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_BASERUN_CS` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_SO:TEAM_BASERUN_SB` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BATTING_SO:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 170.2 268194 9179.0
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 170.9 268194 9179.0
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 227.7 268251 9179.4
## - TEAM_BASERUN_CS 1 240.9 268264 9179.5
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 245.0 268268 9179.5
## <none> 268023 9179.9
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 320.7 268344 9180.0
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 347.1 268371 9180.2
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 378.4 268402 9180.4
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 382.0 268406 9180.5
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 416.4 268440 9180.7
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 541.5 268565 9181.5
## - TEAM_BATTING_BB 1 545.7 268569 9181.6
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 578.9 268602 9181.8
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 599.7 268623 9181.9
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 702.0 268726 9182.6
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 786.2 268810 9183.2
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 906.4 268930 9184.0
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 960.2 268984 9184.4
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 1124.0 269147 9185.5
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1295.8 269319 9186.6
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1392.2 269416 9187.3
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1407.2 269431 9187.4
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1447.8 269471 9187.7
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 1521.1 269545 9188.2
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1530.6 269554 9188.2
## - TEAM_BASERUN_SB 1 1662.2 269686 9189.1
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1664.8 269688 9189.1
## - TEAM_BATTING_HR 1 1898.2 269922 9190.7
## - TEAM_FIELDING_E 1 1989.6 270013 9191.3
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 2070.5 270094 9191.9
## - TEAM_BATTING_3B 1 2210.4 270234 9192.8
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 2734.3 270758 9196.4
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 2846.6 270870 9197.1
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 2884.0 270908 9197.4
## - TEAM_FIELDING_DP 1 2988.6 271012 9198.1
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 3064.0 271088 9198.6
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 3128.9 271152 9199.0
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 3530.9 271554 9201.7
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 4240.6 272264 9206.5
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 4452.7 272476 9207.9
## - TEAM_BATTING_2B 1 5216.9 273240 9213.0
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 12205.2 280229 9259.0
##
## Step: AIC=9179.01
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BASERUN_SB + TEAM_BASERUN_CS + TEAM_FIELDING_E +
## TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_E` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_BASERUN_SB` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_SO:TEAM_BASERUN_SB` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BATTING_SO:TEAM_FIELDING_DP` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 98.9 268293 9177.7
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 170.9 268365 9178.2
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 232.3 268426 9178.6
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 232.8 268426 9178.6
## - TEAM_BASERUN_CS 1 234.8 268428 9178.6
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 266.4 268460 9178.8
## <none> 268194 9179.0
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 346.5 268540 9179.4
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 349.9 268544 9179.4
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 427.4 268621 9179.9
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 428.9 268623 9179.9
## - TEAM_BATTING_BB 1 493.5 268687 9180.4
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 536.9 268731 9180.7
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 590.8 268784 9181.0
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 736.2 268930 9182.0
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 739.3 268933 9182.0
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 901.4 269095 9183.1
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 964.9 269159 9183.6
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1274.4 269468 9185.7
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1314.8 269508 9185.9
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1325.1 269519 9186.0
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1377.8 269572 9186.3
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1494.6 269688 9187.1
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1514.1 269708 9187.3
## - TEAM_BASERUN_SB 1 1517.2 269711 9187.3
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 1559.8 269753 9187.6
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 1570.2 269764 9187.6
## - TEAM_BATTING_3B 1 2057.5 270251 9190.9
## - TEAM_BATTING_HR 1 2118.9 270313 9191.4
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 2130.2 270324 9191.4
## - TEAM_FIELDING_E 1 2344.4 270538 9192.9
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 2793.9 270988 9195.9
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 3019.4 271213 9197.4
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 3040.1 271234 9197.6
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 3102.9 271297 9198.0
## - TEAM_FIELDING_DP 1 3211.3 271405 9198.7
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 3787.5 271981 9202.6
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 3842.4 272036 9202.9
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 4070.4 272264 9204.5
## - TEAM_BATTING_2B 1 5142.4 273336 9211.6
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 5398.4 273592 9213.3
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 12051.8 280246 9257.1
##
## Step: AIC=9177.69
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BASERUN_SB + TEAM_BASERUN_CS + TEAM_FIELDING_E +
## TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_E` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_BASERUN_CS` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_SO:TEAM_BASERUN_SB` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BATTING_SO:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - TEAM_BASERUN_CS 1 179.2 268472 9176.9
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 183.6 268476 9176.9
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 213.3 268506 9177.1
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 215.3 268508 9177.1
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 230.6 268523 9177.3
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 267.4 268560 9177.5
## <none> 268293 9177.7
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 387.5 268680 9178.3
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 392.1 268685 9178.3
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 495.4 268788 9179.0
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 617.0 268910 9179.9
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 626.5 268919 9179.9
## - TEAM_BATTING_BB 1 644.7 268937 9180.1
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 762.1 269055 9180.9
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 768.6 269061 9180.9
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 819.1 269112 9181.2
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 904.6 269197 9181.8
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1254.8 269547 9184.2
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1341.5 269634 9184.8
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1427.8 269720 9185.4
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1436.2 269729 9185.4
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1466.0 269759 9185.6
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 1544.9 269837 9186.1
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1735.3 270028 9187.4
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 1982.2 270275 9189.1
## - TEAM_BATTING_HR 1 2024.6 270317 9189.4
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 2116.2 270409 9190.0
## - TEAM_BATTING_3B 1 2288.1 270581 9191.2
## - TEAM_BASERUN_SB 1 2309.9 270603 9191.3
## - TEAM_FIELDING_E 1 2437.0 270730 9192.2
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 2767.3 271060 9194.4
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 3005.7 271298 9196.0
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 3094.7 271387 9196.6
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 3100.0 271393 9196.6
## - TEAM_FIELDING_DP 1 3481.0 271774 9199.2
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 4007.2 272300 9202.7
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 4011.5 272304 9202.7
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 4040.1 272333 9202.9
## - TEAM_BATTING_2B 1 5125.8 273418 9210.2
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 6783.3 275076 9221.2
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 12032.2 280325 9255.6
##
## Step: AIC=9176.9
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BASERUN_SB + TEAM_FIELDING_E + TEAM_FIELDING_DP +
## `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_E` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_BASERUN_CS` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_SO:TEAM_BASERUN_SB` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BATTING_SO:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 92.1 268564 9175.5
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 206.8 268679 9176.3
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 236.9 268709 9176.5
## <none> 268472 9176.9
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 362.7 268834 9177.4
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 368.7 268840 9177.4
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 371.8 268844 9177.4
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 395.1 268867 9177.6
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 470.8 268943 9178.1
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 505.2 268977 9178.3
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 548.8 269021 9178.6
## - TEAM_BATTING_BB 1 716.1 269188 9179.8
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 725.4 269197 9179.8
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 859.5 269331 9180.7
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 924.7 269396 9181.2
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 999.6 269471 9181.7
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1231.4 269703 9183.2
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1312.1 269784 9183.8
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1347.1 269819 9184.0
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1385.1 269857 9184.3
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1519.0 269991 9185.2
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1682.4 270154 9186.3
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 1803.0 270275 9187.1
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 1982.1 270454 9188.3
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 2077.1 270549 9188.9
## - TEAM_BATTING_HR 1 2160.5 270632 9189.5
## - TEAM_BATTING_3B 1 2165.1 270637 9189.5
## - TEAM_BASERUN_SB 1 2260.5 270732 9190.2
## - TEAM_FIELDING_E 1 2260.8 270733 9190.2
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 2685.5 271157 9193.0
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 3056.0 271528 9195.5
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 3087.4 271559 9195.7
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 3096.0 271568 9195.8
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 3937.2 272409 9201.4
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3955.0 272427 9201.5
## - TEAM_FIELDING_DP 1 4078.6 272550 9202.4
## - TEAM_BATTING_2B 1 5010.3 273482 9208.6
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 5655.7 274128 9212.9
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 6840.4 275312 9220.7
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 12070.3 280542 9255.0
##
## Step: AIC=9175.53
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BASERUN_SB + TEAM_FIELDING_E + TEAM_FIELDING_DP +
## `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_E` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_BASERUN_SB` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_SO:TEAM_BASERUN_SB` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BATTING_SO:TEAM_FIELDING_DP` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 228.3 268792 9175.1
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 250.4 268814 9175.2
## <none> 268564 9175.5
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 304.6 268868 9175.6
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 344.2 268908 9175.9
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 369.4 268933 9176.0
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 434.1 268998 9176.5
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 495.9 269060 9176.9
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 508.9 269073 9177.0
## - TEAM_BATTING_BB 1 624.6 269188 9177.8
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 693.1 269257 9178.2
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 1009.8 269574 9180.4
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 1023.3 269587 9180.5
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 1061.7 269626 9180.7
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 1222.2 269786 9181.8
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1231.2 269795 9181.9
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1250.8 269815 9182.0
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1338.8 269903 9182.6
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1366.2 269930 9182.8
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1439.6 270003 9183.3
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1611.5 270175 9184.4
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 1918.1 270482 9186.5
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 1979.1 270543 9186.9
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 2052.7 270617 9187.4
## - TEAM_BATTING_3B 1 2121.5 270685 9187.9
## - TEAM_BATTING_HR 1 2228.8 270793 9188.6
## - TEAM_BASERUN_SB 1 2372.5 270936 9189.6
## - TEAM_FIELDING_E 1 2600.2 271164 9191.1
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 2669.9 271234 9191.6
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 3062.6 271626 9194.2
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 3136.0 271700 9194.7
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 3216.8 271781 9195.2
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3889.0 272453 9199.7
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 3919.5 272483 9199.9
## - TEAM_FIELDING_DP 1 4489.4 273053 9203.7
## - TEAM_BATTING_2B 1 4929.9 273494 9206.7
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 6879.9 275444 9219.6
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 7485.6 276049 9223.6
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 12067.7 280632 9253.6
##
## Step: AIC=9175.07
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BASERUN_SB + TEAM_FIELDING_E + TEAM_FIELDING_DP +
## `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_E` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_BASERUN_SB` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BATTING_SO:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 288.4 269081 9175.0
## <none> 268792 9175.1
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 302.7 269095 9175.1
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 371.4 269164 9175.6
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 392.8 269185 9175.7
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 449.2 269241 9176.1
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 489.1 269281 9176.4
## - TEAM_BATTING_BB 1 547.8 269340 9176.8
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 550.7 269343 9176.8
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 676.3 269468 9177.7
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 1042.2 269834 9180.1
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 1118.3 269910 9180.6
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 1121.1 269913 9180.7
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 1199.7 269992 9181.2
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1247.0 270039 9181.5
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1359.2 270151 9182.3
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1395.8 270188 9182.5
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1523.2 270315 9183.4
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1631.5 270424 9184.1
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1711.2 270503 9184.6
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 1880.1 270672 9185.8
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 1970.1 270762 9186.4
## - TEAM_BATTING_3B 1 2234.8 271027 9188.2
## - TEAM_BATTING_HR 1 2263.2 271055 9188.4
## - TEAM_FIELDING_E 1 2422.7 271215 9189.4
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 2581.8 271374 9190.5
## - TEAM_BASERUN_SB 1 2643.2 271435 9190.9
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 2957.9 271750 9193.0
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 2963.8 271756 9193.1
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 3130.4 271923 9194.2
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 3152.4 271945 9194.3
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 3693.7 272486 9197.9
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3719.5 272512 9198.1
## - TEAM_FIELDING_DP 1 4544.7 273337 9203.6
## - TEAM_BATTING_2B 1 4970.3 273762 9206.5
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 6773.8 275566 9218.4
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 7464.7 276257 9223.0
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 12539.6 281332 9256.2
##
## Step: AIC=9175.03
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BASERUN_SB + TEAM_FIELDING_E + TEAM_FIELDING_DP +
## `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_E` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_BASERUN_SB` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BATTING_SO:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 180.9 269261 9174.3
## <none> 269081 9175.0
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 381.3 269462 9175.6
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 410.3 269491 9175.8
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 444.4 269525 9176.0
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 498.3 269579 9176.4
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 543.3 269624 9176.7
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 644.6 269725 9177.4
## - TEAM_BATTING_BB 1 656.9 269737 9177.5
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 850.7 269931 9178.8
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 1025.4 270106 9180.0
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 1193.7 270274 9181.1
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 1206.5 270287 9181.2
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1220.3 270301 9181.3
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1402.6 270483 9182.5
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1418.8 270499 9182.6
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1482.3 270563 9183.0
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1605.5 270686 9183.9
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 1841.9 270922 9185.5
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 1932.7 271013 9186.1
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1950.9 271031 9186.2
## - TEAM_BATTING_HR 1 2237.0 271318 9188.1
## - TEAM_BASERUN_SB 1 2478.8 271559 9189.7
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 2531.3 271612 9190.1
## - TEAM_BATTING_3B 1 2802.2 271883 9191.9
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 2894.9 271975 9192.5
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 3012.1 272093 9193.3
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 3033.7 272114 9193.5
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 3090.4 272171 9193.8
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3578.7 272659 9197.1
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 3695.4 272776 9197.9
## - TEAM_FIELDING_DP 1 4535.1 273616 9203.5
## - TEAM_BATTING_2B 1 4979.8 274060 9206.4
## - TEAM_FIELDING_E 1 5010.7 274091 9206.6
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 6667.9 275748 9217.6
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 7381.6 276462 9222.3
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 12677.1 281758 9256.9
##
## Step: AIC=9174.25
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BASERUN_SB + TEAM_FIELDING_E + TEAM_FIELDING_DP +
## `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_E` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BATTING_SO:TEAM_FIELDING_DP` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## <none> 269261 9174.3
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 364.4 269626 9174.7
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 394.9 269656 9174.9
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 491.1 269753 9175.6
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 498.6 269760 9175.6
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 510.9 269772 9175.7
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 611.6 269873 9176.4
## - TEAM_BATTING_BB 1 644.2 269906 9176.6
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 872.8 270134 9178.1
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 990.6 270252 9178.9
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 1027.9 270289 9179.2
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 1122.8 270384 9179.8
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1196.0 270457 9180.3
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1428.4 270690 9181.9
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1432.5 270694 9181.9
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1448.3 270710 9182.0
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1634.4 270896 9183.3
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 1758.9 271020 9184.1
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1865.4 271127 9184.8
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 1927.3 271189 9185.2
## - TEAM_BATTING_HR 1 2209.0 271470 9187.1
## - TEAM_BASERUN_SB 1 2456.6 271718 9188.8
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 2463.9 271725 9188.8
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 2872.9 272134 9191.6
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2944.5 272206 9192.1
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 3097.7 272359 9193.1
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 3173.4 272435 9193.6
## - TEAM_BATTING_3B 1 3514.1 272776 9195.9
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3633.5 272895 9196.7
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 3649.4 272911 9196.8
## - TEAM_FIELDING_DP 1 4472.7 273734 9202.3
## - TEAM_BATTING_2B 1 4806.4 274068 9204.5
## - TEAM_FIELDING_E 1 4980.6 274242 9205.6
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 6513.9 275775 9215.8
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 7227.8 276489 9220.5
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 12587.3 281849 9255.5
## Start: AIC=9221.22
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB +
## TEAM_BASERUN_CS + TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_E` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_BASERUN_CS` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_BASERUN_CS` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_HR:TEAM_FIELDING_DP` + `TEAM_BATTING_BB:TEAM_BATTING_SO` +
## `TEAM_BATTING_BB:TEAM_BASERUN_SB` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_FIELDING_DP` +
## `TEAM_BATTING_SO:TEAM_BASERUN_SB` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BATTING_SO:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_SB:TEAM_BASERUN_CS` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_DP` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 0.0 271483 9219.2
## - TEAM_BATTING_SO 1 0.5 271484 9219.2
## - `TEAM_BATTING_BB:TEAM_BASERUN_SB` 1 1.2 271485 9219.2
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 3.2 271487 9219.2
## - TEAM_BATTING_H 1 12.1 271496 9219.3
## - `TEAM_BASERUN_SB:TEAM_BASERUN_CS` 1 12.7 271496 9219.3
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 37.3 271521 9219.5
## - TEAM_BASERUN_CS 1 48.5 271532 9219.5
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 50.1 271534 9219.6
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 57.7 271541 9219.6
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 61.9 271545 9219.6
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 78.7 271562 9219.7
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 92.4 271576 9219.8
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 99.6 271583 9219.9
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 127.6 271611 9220.1
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 141.9 271625 9220.2
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 146.8 271630 9220.2
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 160.1 271643 9220.3
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 162.5 271646 9220.3
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 213.5 271697 9220.6
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 242.8 271726 9220.8
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 247.3 271731 9220.9
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 280.3 271764 9221.1
## - TEAM_BATTING_HR 1 291.7 271775 9221.2
## <none> 271483 9221.2
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 347.0 271830 9221.5
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 406.7 271890 9221.9
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 419.9 271903 9222.0
## - TEAM_BATTING_3B 1 477.3 271961 9222.4
## - TEAM_BATTING_BB 1 559.0 272042 9223.0
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 577.5 272061 9223.1
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 649.6 272133 9223.6
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 667.9 272151 9223.7
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 675.8 272159 9223.7
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 699.0 272182 9223.9
## - TEAM_FIELDING_DP 1 771.3 272255 9224.4
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 783.8 272267 9224.5
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 982.6 272466 9225.8
## - TEAM_FIELDING_E 1 1021.7 272505 9226.1
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1086.1 272570 9226.5
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1111.2 272595 9226.7
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 1412.0 272895 9228.7
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 1461.3 272945 9229.0
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1499.5 272983 9229.2
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1761.5 273245 9231.0
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1768.3 273252 9231.0
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 1856.7 273340 9231.6
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2303.8 273787 9234.6
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 2972.2 274456 9239.0
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 3358.5 274842 9241.6
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 3441.7 274925 9242.1
## - TEAM_BASERUN_SB 1 3493.4 274977 9242.5
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3934.5 275418 9245.4
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 4316.1 275800 9247.9
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 4742.8 276226 9250.7
## - TEAM_BATTING_2B 1 6429.4 277913 9261.8
##
## Step: AIC=9219.22
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB +
## TEAM_BASERUN_CS + TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_E` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_BASERUN_CS` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_BASERUN_CS` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_HR:TEAM_FIELDING_DP` + `TEAM_BATTING_BB:TEAM_BATTING_SO` +
## `TEAM_BATTING_BB:TEAM_BASERUN_SB` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_FIELDING_DP` +
## `TEAM_BATTING_SO:TEAM_BASERUN_SB` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_BASERUN_CS` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_BASERUN_CS:TEAM_FIELDING_DP` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - TEAM_BATTING_SO 1 0.7 271484 9217.2
## - `TEAM_BATTING_BB:TEAM_BASERUN_SB` 1 1.2 271485 9217.2
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 3.2 271487 9217.2
## - `TEAM_BASERUN_SB:TEAM_BASERUN_CS` 1 12.7 271496 9217.3
## - TEAM_BATTING_H 1 13.2 271497 9217.3
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 37.3 271521 9217.5
## - TEAM_BASERUN_CS 1 48.5 271532 9217.5
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 50.2 271534 9217.6
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 57.7 271541 9217.6
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 61.9 271545 9217.6
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 79.8 271563 9217.8
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 94.8 271578 9217.9
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 99.6 271583 9217.9
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 127.7 271611 9218.1
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 141.9 271625 9218.2
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 147.1 271631 9218.2
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 162.9 271646 9218.3
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 217.7 271701 9218.7
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 247.3 271731 9218.9
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 251.1 271734 9218.9
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 266.4 271750 9219.0
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 280.4 271764 9219.1
## <none> 271483 9219.2
## - TEAM_BATTING_HR 1 321.4 271805 9219.4
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 347.4 271831 9219.5
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 407.9 271891 9219.9
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 430.3 271914 9220.1
## - TEAM_BATTING_3B 1 477.6 271961 9220.4
## - TEAM_BATTING_BB 1 567.8 272051 9221.0
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 578.2 272062 9221.1
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 652.3 272136 9221.6
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 689.1 272173 9221.8
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 699.0 272182 9221.9
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 798.5 272282 9222.6
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 853.8 272337 9222.9
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 983.0 272466 9223.8
## - TEAM_FIELDING_E 1 1027.6 272511 9224.1
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1086.1 272570 9224.5
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1118.7 272602 9224.7
## - TEAM_FIELDING_DP 1 1277.9 272761 9225.8
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 1412.0 272895 9226.7
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 1462.3 272946 9227.0
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1501.9 272985 9227.3
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1762.9 273246 9229.0
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1769.5 273253 9229.0
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 1875.8 273359 9229.7
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2342.7 273826 9232.9
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 2980.7 274464 9237.1
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 3359.7 274843 9239.6
## - TEAM_BASERUN_SB 1 3495.4 274979 9240.5
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 4000.4 275484 9243.8
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 4002.3 275486 9243.9
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 4329.7 275813 9246.0
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 4743.6 276227 9248.7
## - TEAM_BATTING_2B 1 6438.3 277922 9259.9
##
## Step: AIC=9217.22
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + TEAM_BASERUN_SB + TEAM_BASERUN_CS +
## TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_E` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_BASERUN_CS` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_BASERUN_CS` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_HR:TEAM_FIELDING_DP` + `TEAM_BATTING_BB:TEAM_BATTING_SO` +
## `TEAM_BATTING_BB:TEAM_BASERUN_SB` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_FIELDING_DP` +
## `TEAM_BATTING_SO:TEAM_BASERUN_SB` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_BASERUN_CS` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_BASERUN_CS:TEAM_FIELDING_DP` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_BB:TEAM_BASERUN_SB` 1 1.2 271485 9215.2
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 3.0 271487 9215.2
## - `TEAM_BASERUN_SB:TEAM_BASERUN_CS` 1 14.1 271498 9215.3
## - TEAM_BATTING_H 1 22.0 271506 9215.4
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 42.9 271527 9215.5
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 50.7 271535 9215.6
## - TEAM_BASERUN_CS 1 57.3 271541 9215.6
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 61.7 271546 9215.6
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 69.7 271554 9215.7
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 79.4 271563 9215.8
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 95.5 271580 9215.9
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 119.3 271603 9216.0
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 127.3 271611 9216.1
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 145.6 271630 9216.2
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 146.5 271631 9216.2
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 162.8 271647 9216.3
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 225.5 271710 9216.7
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 247.9 271732 9216.9
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 262.4 271746 9217.0
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 267.2 271751 9217.0
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 281.5 271766 9217.1
## <none> 271484 9217.2
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 374.8 271859 9217.7
## - TEAM_BATTING_HR 1 408.5 271893 9218.0
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 413.0 271897 9218.0
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 454.4 271939 9218.3
## - TEAM_BATTING_3B 1 495.9 271980 9218.5
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 586.9 272071 9219.2
## - TEAM_BATTING_BB 1 591.7 272076 9219.2
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 655.3 272139 9219.6
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 698.4 272182 9219.9
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 706.8 272191 9220.0
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 798.6 272283 9220.6
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 875.3 272359 9221.1
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 1000.2 272484 9221.9
## - TEAM_FIELDING_E 1 1083.1 272567 9222.5
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1095.1 272579 9222.5
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1161.5 272646 9223.0
## - TEAM_FIELDING_DP 1 1317.6 272802 9224.0
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 1426.1 272910 9224.8
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 1469.8 272954 9225.0
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1504.5 272989 9225.3
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1777.1 273261 9227.1
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1783.6 273268 9227.1
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 1878.9 273363 9227.8
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2379.7 273864 9231.1
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 3367.4 274851 9237.7
## - TEAM_BASERUN_SB 1 3663.0 275147 9239.6
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 4002.5 275487 9241.9
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 4005.3 275489 9241.9
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 4345.2 275829 9244.1
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 4742.9 276227 9246.7
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 5113.5 276598 9249.2
## - TEAM_BATTING_2B 1 6456.3 277940 9258.0
##
## Step: AIC=9215.23
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + TEAM_BASERUN_SB + TEAM_BASERUN_CS +
## TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_E` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_BASERUN_CS` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_BASERUN_CS` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_HR:TEAM_FIELDING_DP` + `TEAM_BATTING_BB:TEAM_BATTING_SO` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_FIELDING_DP` + `TEAM_BATTING_SO:TEAM_BASERUN_SB` +
## `TEAM_BATTING_SO:TEAM_BASERUN_CS` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_BASERUN_CS` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_DP` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 3.0 271488 9213.3
## - `TEAM_BASERUN_SB:TEAM_BASERUN_CS` 1 14.0 271499 9213.3
## - TEAM_BATTING_H 1 21.8 271507 9213.4
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 41.9 271527 9213.5
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 52.7 271538 9213.6
## - TEAM_BASERUN_CS 1 56.7 271542 9213.6
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 64.6 271550 9213.7
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 70.5 271556 9213.7
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 81.4 271567 9213.8
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 95.7 271581 9213.9
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 119.0 271604 9214.0
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 128.1 271613 9214.1
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 145.2 271631 9214.2
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 161.2 271647 9214.3
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 162.5 271648 9214.3
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 230.3 271716 9214.8
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 247.6 271733 9214.9
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 266.1 271751 9215.0
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 269.9 271755 9215.0
## <none> 271485 9215.2
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 322.8 271808 9215.4
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 375.7 271861 9215.7
## - TEAM_BATTING_HR 1 408.3 271894 9216.0
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 416.1 271901 9216.0
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 473.8 271959 9216.4
## - TEAM_BATTING_3B 1 501.9 271987 9216.6
## - TEAM_BATTING_BB 1 591.5 272077 9217.2
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 602.6 272088 9217.3
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 675.9 272161 9217.8
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 705.7 272191 9218.0
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 720.1 272205 9218.1
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 797.4 272283 9218.6
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 874.2 272360 9219.1
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 1005.0 272490 9220.0
## - TEAM_FIELDING_E 1 1083.9 272569 9220.5
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1119.7 272605 9220.7
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1181.7 272667 9221.1
## - TEAM_FIELDING_DP 1 1316.6 272802 9222.0
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 1427.5 272913 9222.8
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 1471.5 272957 9223.1
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1506.8 272992 9223.3
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1783.7 273269 9225.1
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1784.7 273270 9225.2
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 1885.4 273371 9225.8
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2408.6 273894 9229.3
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 3461.4 274947 9236.3
## - TEAM_BASERUN_SB 1 3698.1 275183 9237.9
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 4006.7 275492 9239.9
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 4045.0 275530 9240.1
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 4434.9 275920 9242.7
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 4756.1 276241 9244.8
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 5122.0 276607 9247.2
## - TEAM_BATTING_2B 1 6460.7 277946 9256.0
##
## Step: AIC=9213.25
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + TEAM_BASERUN_SB + TEAM_BASERUN_CS +
## TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_E` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_BASERUN_SB` + `TEAM_BATTING_HR:TEAM_BASERUN_CS` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_HR:TEAM_FIELDING_DP` +
## `TEAM_BATTING_BB:TEAM_BATTING_SO` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_FIELDING_DP` +
## `TEAM_BATTING_SO:TEAM_BASERUN_SB` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_BASERUN_CS` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_BASERUN_CS:TEAM_FIELDING_DP` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BASERUN_SB:TEAM_BASERUN_CS` 1 14.0 271502 9211.3
## - TEAM_BATTING_H 1 21.0 271509 9211.4
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 41.9 271530 9211.5
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 53.4 271542 9211.6
## - TEAM_BASERUN_CS 1 57.7 271546 9211.6
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 67.9 271556 9211.7
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 75.9 271564 9211.8
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 80.5 271569 9211.8
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 97.9 271586 9211.9
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 118.3 271607 9212.0
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 126.4 271615 9212.1
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 142.3 271631 9212.2
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 158.9 271647 9212.3
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 218.6 271707 9212.7
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 239.3 271728 9212.9
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 247.6 271736 9212.9
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 270.3 271759 9213.1
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 286.7 271775 9213.2
## <none> 271488 9213.3
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 338.7 271827 9213.5
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 379.3 271868 9213.8
## - TEAM_BATTING_HR 1 405.3 271894 9214.0
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 415.0 271903 9214.0
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 492.9 271981 9214.6
## - TEAM_BATTING_3B 1 499.9 271988 9214.6
## - TEAM_BATTING_BB 1 611.7 272100 9215.3
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 647.3 272136 9215.6
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 673.7 272162 9215.8
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 717.4 272206 9216.1
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 849.3 272338 9216.9
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 891.6 272380 9217.2
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 1009.4 272498 9218.0
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1028.2 272516 9218.1
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1118.7 272607 9218.7
## - TEAM_FIELDING_E 1 1130.5 272619 9218.8
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1191.2 272679 9219.2
## - TEAM_FIELDING_DP 1 1317.1 272805 9220.1
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 1426.3 272915 9220.8
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 1468.7 272957 9221.1
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1510.2 272998 9221.3
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1782.6 273271 9223.2
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1782.9 273271 9223.2
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 1893.9 273382 9223.9
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2425.9 273914 9227.4
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 3458.7 274947 9234.3
## - TEAM_BASERUN_SB 1 3753.4 275242 9236.2
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 4030.9 275519 9238.1
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 4054.4 275543 9238.2
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 4436.9 275925 9240.8
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 4858.9 276347 9243.5
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 5164.4 276653 9245.5
## - TEAM_BATTING_2B 1 6638.1 278126 9255.2
##
## Step: AIC=9211.34
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + TEAM_BASERUN_SB + TEAM_BASERUN_CS +
## TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_E` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_BASERUN_SB` + `TEAM_BATTING_HR:TEAM_BASERUN_CS` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_HR:TEAM_FIELDING_DP` +
## `TEAM_BATTING_BB:TEAM_BATTING_SO` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_FIELDING_DP` +
## `TEAM_BATTING_SO:TEAM_BASERUN_SB` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_DP` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - TEAM_BATTING_H 1 18.5 271521 9209.5
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 32.1 271534 9209.6
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 51.4 271554 9209.7
## - TEAM_BASERUN_CS 1 55.4 271558 9209.7
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 70.3 271573 9209.8
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 76.1 271578 9209.9
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 78.3 271581 9209.9
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 97.5 271600 9210.0
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 123.7 271626 9210.2
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 144.7 271647 9210.3
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 150.6 271653 9210.4
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 156.6 271659 9210.4
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 224.6 271727 9210.8
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 240.7 271743 9211.0
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 274.3 271777 9211.2
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 274.7 271777 9211.2
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 283.9 271786 9211.2
## <none> 271502 9211.3
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 342.9 271845 9211.6
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 365.7 271868 9211.8
## - TEAM_BATTING_HR 1 397.6 271900 9212.0
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 418.5 271921 9212.1
## - TEAM_BATTING_3B 1 494.1 271996 9212.7
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 494.7 271997 9212.7
## - TEAM_BATTING_BB 1 602.5 272105 9213.4
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 650.6 272153 9213.7
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 672.2 272174 9213.8
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 712.3 272215 9214.1
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 843.6 272346 9215.0
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 883.0 272385 9215.3
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1015.5 272518 9216.1
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 1032.1 272534 9216.2
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1111.2 272613 9216.8
## - TEAM_FIELDING_E 1 1151.7 272654 9217.0
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1208.8 272711 9217.4
## - TEAM_FIELDING_DP 1 1321.4 272824 9218.2
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 1429.2 272931 9218.9
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 1454.7 272957 9219.1
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1513.5 273016 9219.5
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1772.4 273275 9221.2
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1773.9 273276 9221.2
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 1890.0 273392 9222.0
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2443.2 273945 9225.6
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 3446.4 274949 9232.3
## - TEAM_BASERUN_SB 1 3905.8 275408 9235.3
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 4039.3 275542 9236.2
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 4071.7 275574 9236.4
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 4423.9 275926 9238.8
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 4850.5 276353 9241.6
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 5290.2 276792 9244.5
## - TEAM_BATTING_2B 1 6635.3 278138 9253.3
##
## Step: AIC=9209.47
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BASERUN_SB + TEAM_BASERUN_CS + TEAM_FIELDING_E +
## TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_E` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_BASERUN_CS` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_BASERUN_CS` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_HR:TEAM_FIELDING_DP` + `TEAM_BATTING_BB:TEAM_BATTING_SO` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_FIELDING_DP` + `TEAM_BATTING_SO:TEAM_BASERUN_SB` +
## `TEAM_BATTING_SO:TEAM_BASERUN_CS` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_BASERUN_CS:TEAM_FIELDING_DP` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 25.4 271546 9207.6
## - TEAM_BASERUN_CS 1 39.9 271561 9207.7
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 67.3 271588 9207.9
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 67.3 271588 9207.9
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 68.6 271589 9207.9
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 78.6 271599 9208.0
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 82.6 271603 9208.0
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 120.1 271641 9208.3
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 129.5 271650 9208.3
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 154.2 271675 9208.5
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 157.5 271678 9208.5
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 226.1 271747 9209.0
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 246.4 271767 9209.1
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 277.0 271798 9209.3
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 283.3 271804 9209.4
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 288.7 271809 9209.4
## <none> 271521 9209.5
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 334.6 271855 9209.7
## - TEAM_BATTING_HR 1 387.4 271908 9210.1
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 414.7 271935 9210.2
## - TEAM_BATTING_3B 1 476.1 271997 9210.7
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 508.8 272030 9210.9
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 535.7 272057 9211.1
## - TEAM_BATTING_BB 1 617.0 272138 9211.6
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 632.7 272153 9211.7
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 657.2 272178 9211.9
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 706.3 272227 9212.2
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 865.1 272386 9213.3
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1034.1 272555 9214.4
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1073.5 272594 9214.6
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 1096.2 272617 9214.8
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1099.4 272620 9214.8
## - TEAM_FIELDING_E 1 1145.6 272666 9215.1
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1198.9 272720 9215.5
## - TEAM_FIELDING_DP 1 1391.8 272913 9216.8
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 1433.8 272955 9217.1
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 1441.5 272962 9217.1
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1515.7 273036 9217.6
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1779.9 273301 9219.4
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1907.3 273428 9220.2
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 1919.1 273440 9220.3
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2425.0 273946 9223.7
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 3529.3 275050 9231.0
## - TEAM_BASERUN_SB 1 3914.4 275435 9233.5
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 4051.6 275572 9234.4
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 4081.3 275602 9234.6
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 4442.3 275963 9237.0
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 4837.3 276358 9239.6
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 5273.5 276794 9242.5
## - TEAM_BATTING_2B 1 6951.9 278473 9253.5
##
## Step: AIC=9207.64
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BASERUN_SB + TEAM_BASERUN_CS + TEAM_FIELDING_E +
## TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_E` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_BASERUN_CS` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_HR:TEAM_FIELDING_DP` +
## `TEAM_BATTING_BB:TEAM_BATTING_SO` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_FIELDING_DP` +
## `TEAM_BATTING_SO:TEAM_BASERUN_SB` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_DP` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - TEAM_BASERUN_CS 1 23.1 271569 9205.8
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 62.9 271609 9206.1
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 72.7 271619 9206.1
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 77.0 271623 9206.2
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 85.8 271632 9206.2
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 86.2 271632 9206.2
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 99.4 271646 9206.3
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 139.7 271686 9206.6
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 217.0 271763 9207.1
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 225.9 271772 9207.2
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 228.0 271774 9207.2
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 271.4 271818 9207.5
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 278.4 271825 9207.5
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 280.7 271827 9207.5
## <none> 271546 9207.6
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 328.5 271875 9207.8
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 341.4 271888 9207.9
## - TEAM_BATTING_HR 1 367.0 271913 9208.1
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 400.6 271947 9208.3
## - TEAM_BATTING_3B 1 457.4 272004 9208.7
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 499.1 272045 9209.0
## - TEAM_BATTING_BB 1 618.7 272165 9209.8
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 630.1 272176 9209.9
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 632.4 272179 9209.9
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 695.8 272242 9210.3
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 706.8 272253 9210.4
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 877.7 272424 9211.5
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1013.0 272559 9212.4
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 1112.9 272659 9213.1
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1115.6 272662 9213.1
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1143.5 272690 9213.3
## - TEAM_FIELDING_E 1 1169.4 272716 9213.5
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1185.4 272732 9213.6
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 1416.1 272962 9215.1
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 1425.5 272972 9215.2
## - TEAM_FIELDING_DP 1 1440.9 272987 9215.3
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1512.4 273059 9215.7
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1776.5 273323 9217.5
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1881.9 273428 9218.2
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 1896.1 273442 9218.3
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2437.6 273984 9221.9
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 3558.7 275105 9229.3
## - TEAM_BASERUN_SB 1 3892.8 275439 9231.5
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 4026.4 275573 9232.4
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 4057.9 275604 9232.6
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 4535.6 276082 9235.8
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 4905.2 276451 9238.2
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 5971.6 277518 9245.2
## - TEAM_BATTING_2B 1 6937.8 278484 9251.6
##
## Step: AIC=9205.79
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BASERUN_SB + TEAM_FIELDING_E + TEAM_FIELDING_DP +
## `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_E` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_BASERUN_CS` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_HR:TEAM_FIELDING_DP` +
## `TEAM_BATTING_BB:TEAM_BATTING_SO` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_FIELDING_DP` +
## `TEAM_BATTING_SO:TEAM_BASERUN_SB` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_DP` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 56.1 271625 9204.2
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 70.2 271640 9204.3
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 72.4 271642 9204.3
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 83.2 271653 9204.4
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 102.4 271672 9204.5
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 104.1 271673 9204.5
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 149.4 271719 9204.8
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 206.8 271776 9205.2
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 222.8 271792 9205.3
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 225.8 271795 9205.3
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 257.1 271826 9205.5
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 257.4 271827 9205.5
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 277.2 271847 9205.7
## <none> 271569 9205.8
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 349.9 271919 9206.1
## - TEAM_BATTING_HR 1 406.9 271976 9206.5
## - TEAM_BATTING_3B 1 455.6 272025 9206.8
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 500.3 272070 9207.1
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 543.5 272113 9207.4
## - TEAM_BATTING_BB 1 618.7 272188 9207.9
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 632.3 272202 9208.0
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 653.2 272223 9208.2
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 676.7 272246 9208.3
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 689.7 272259 9208.4
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 705.5 272275 9208.5
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 906.6 272476 9209.9
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 994.2 272564 9210.4
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 1093.9 272663 9211.1
## - TEAM_FIELDING_E 1 1153.7 272723 9211.5
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1162.7 272732 9211.6
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1163.1 272732 9211.6
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1351.7 272921 9212.8
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 1452.2 273022 9213.5
## - TEAM_FIELDING_DP 1 1468.2 273038 9213.6
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1506.6 273076 9213.9
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1809.5 273379 9215.9
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1868.0 273437 9216.3
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 1884.2 273454 9216.4
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 1905.1 273474 9216.5
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2427.4 273997 9220.0
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 3542.1 275111 9227.4
## - TEAM_BASERUN_SB 1 3979.8 275549 9230.3
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 4041.5 275611 9230.7
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 4049.4 275619 9230.7
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 4530.1 276099 9233.9
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 5013.9 276583 9237.1
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 6627.2 278197 9247.7
## - TEAM_BATTING_2B 1 6951.5 278521 9249.8
##
## Step: AIC=9204.17
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BASERUN_SB + TEAM_FIELDING_E + TEAM_FIELDING_DP +
## `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_E` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_BASERUN_SB` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_HR:TEAM_FIELDING_DP` + `TEAM_BATTING_BB:TEAM_BATTING_SO` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_FIELDING_DP` + `TEAM_BATTING_SO:TEAM_BASERUN_SB` +
## `TEAM_BATTING_SO:TEAM_BASERUN_CS` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_BASERUN_CS:TEAM_FIELDING_DP` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 70.3 271696 9202.6
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 79.8 271705 9202.7
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 86.5 271712 9202.7
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 87.5 271713 9202.8
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 96.2 271722 9202.8
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 219.2 271845 9203.6
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 228.0 271853 9203.7
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 242.3 271868 9203.8
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 243.8 271869 9203.8
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 272.4 271898 9204.0
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 275.8 271901 9204.0
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 275.9 271901 9204.0
## <none> 271625 9204.2
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 333.5 271959 9204.4
## - TEAM_BATTING_HR 1 350.9 271976 9204.5
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 455.5 272081 9205.2
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 516.8 272142 9205.6
## - TEAM_BATTING_3B 1 563.5 272189 9205.9
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 586.5 272212 9206.1
## - TEAM_BATTING_BB 1 622.3 272248 9206.3
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 633.1 272259 9206.4
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 685.6 272311 9206.8
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 723.3 272349 9207.0
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 780.1 272406 9207.4
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 877.8 272503 9208.0
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 993.0 272618 9208.8
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 1065.2 272691 9209.3
## - TEAM_FIELDING_E 1 1099.4 272725 9209.5
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1110.0 272735 9209.6
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1295.6 272921 9210.8
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1336.2 272962 9211.1
## - TEAM_FIELDING_DP 1 1421.0 273046 9211.7
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 1433.3 273059 9211.7
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1512.2 273138 9212.3
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 1857.9 273483 9214.6
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 1878.4 273504 9214.7
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2018.8 273644 9215.6
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 2198.8 273824 9216.8
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2386.7 274012 9218.1
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 3559.4 275185 9225.9
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 4015.8 275641 9228.9
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 4147.4 275773 9229.7
## - TEAM_BASERUN_SB 1 4403.9 276029 9231.4
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 4590.3 276216 9232.7
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 5785.2 277411 9240.5
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 6866.9 278492 9247.6
## - TEAM_BATTING_2B 1 7941.9 279567 9254.6
##
## Step: AIC=9202.64
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BASERUN_SB + TEAM_FIELDING_E + TEAM_FIELDING_DP +
## `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_E` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_BASERUN_CS` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_HR:TEAM_FIELDING_DP` +
## `TEAM_BATTING_BB:TEAM_BATTING_SO` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_FIELDING_DP` +
## `TEAM_BATTING_SO:TEAM_BASERUN_SB` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_DP` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 76.3 271772 9201.2
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 83.2 271779 9201.2
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 100.7 271796 9201.3
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 108.6 271804 9201.4
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 212.9 271909 9202.1
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 217.2 271913 9202.1
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 240.9 271937 9202.3
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 244.3 271940 9202.3
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 250.6 271946 9202.3
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 257.1 271953 9202.4
## <none> 271696 9202.6
## - TEAM_BATTING_HR 1 316.1 272012 9202.8
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 327.9 272024 9202.8
## - TEAM_BATTING_3B 1 520.5 272216 9204.1
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 521.8 272218 9204.1
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 587.2 272283 9204.6
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 617.2 272313 9204.8
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 626.2 272322 9204.8
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 658.2 272354 9205.0
## - TEAM_BATTING_BB 1 679.1 272375 9205.2
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 699.8 272396 9205.3
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 745.8 272442 9205.6
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 768.5 272464 9205.8
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 811.7 272507 9206.1
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1040.1 272736 9207.6
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1133.3 272829 9208.2
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 1148.2 272844 9208.3
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1225.5 272921 9208.8
## - TEAM_FIELDING_E 1 1240.0 272936 9208.9
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1317.3 273013 9209.4
## - TEAM_FIELDING_DP 1 1365.3 273061 9209.8
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1476.7 273172 9210.5
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 1490.5 273186 9210.6
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 1796.6 273492 9212.6
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 1887.7 273583 9213.2
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1949.3 273645 9213.7
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2316.8 274013 9216.1
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 2347.1 274043 9216.3
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 3579.1 275275 9224.5
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3979.1 275675 9227.1
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 4118.5 275814 9228.0
## - TEAM_BASERUN_SB 1 4369.2 276065 9229.7
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 4608.0 276304 9231.2
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 6041.2 277737 9240.7
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 7963.9 279660 9253.2
## - TEAM_BATTING_2B 1 8059.7 279755 9253.8
##
## Step: AIC=9201.15
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BASERUN_SB + TEAM_FIELDING_E + TEAM_FIELDING_DP +
## `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_E` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_BASERUN_CS` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_HR:TEAM_FIELDING_DP` +
## `TEAM_BATTING_BB:TEAM_BATTING_SO` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_FIELDING_DP` + `TEAM_BATTING_SO:TEAM_BASERUN_SB` +
## `TEAM_BATTING_SO:TEAM_BASERUN_CS` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_BASERUN_CS:TEAM_FIELDING_DP` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 77.2 271849 9199.7
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 84.9 271857 9199.7
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 106.9 271879 9199.9
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 204.0 271976 9200.5
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 209.1 271981 9200.6
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 225.8 271998 9200.7
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 261.7 272034 9200.9
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 280.1 272052 9201.0
## <none> 271772 9201.2
## - TEAM_BATTING_HR 1 304.6 272077 9201.2
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 316.7 272089 9201.3
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 337.3 272109 9201.4
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 511.2 272283 9202.6
## - TEAM_BATTING_3B 1 527.2 272299 9202.7
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 583.9 272356 9203.1
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 600.0 272372 9203.2
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 602.4 272374 9203.2
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 683.9 272456 9203.7
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 726.3 272498 9204.0
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 760.7 272533 9204.2
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 765.8 272538 9204.3
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 802.3 272574 9204.5
## - TEAM_BATTING_BB 1 905.0 272677 9205.2
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1028.1 272800 9206.0
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1099.6 272872 9206.5
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 1132.5 272905 9206.7
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1179.7 272952 9207.0
## - TEAM_FIELDING_E 1 1232.9 273005 9207.4
## - TEAM_FIELDING_DP 1 1336.5 273109 9208.1
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1366.9 273139 9208.3
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1465.7 273238 9208.9
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 1494.0 273266 9209.1
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 1798.0 273570 9211.2
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 1857.0 273629 9211.5
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1938.3 273710 9212.1
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2264.3 274036 9214.3
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 2393.1 274165 9215.1
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 3589.5 275362 9223.0
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3964.6 275737 9225.5
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 4104.3 275876 9226.4
## - TEAM_BASERUN_SB 1 4479.0 276251 9228.9
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 4615.9 276388 9229.8
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 6055.5 277828 9239.3
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 7894.0 279666 9251.3
## - TEAM_BATTING_2B 1 8069.9 279842 9252.4
##
## Step: AIC=9199.67
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BASERUN_SB + TEAM_FIELDING_E + TEAM_FIELDING_DP +
## `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_E` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_BASERUN_CS` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_HR:TEAM_FIELDING_DP` +
## `TEAM_BATTING_BB:TEAM_BATTING_SO` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_SO:TEAM_BASERUN_SB` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_DP` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 102.2 271951 9198.4
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 113.6 271963 9198.4
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 191.9 272041 9199.0
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 208.6 272058 9199.1
## - TEAM_BATTING_HR 1 240.3 272090 9199.3
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 252.1 272101 9199.4
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 278.3 272128 9199.5
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 288.0 272137 9199.6
## <none> 271849 9199.7
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 312.4 272162 9199.8
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 419.0 272268 9200.5
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 519.4 272369 9201.1
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 553.7 272403 9201.4
## - TEAM_BATTING_3B 1 565.6 272415 9201.5
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 603.0 272452 9201.7
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 640.1 272489 9201.9
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 712.5 272562 9202.4
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 714.2 272563 9202.4
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 756.8 272606 9202.7
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 780.1 272629 9202.9
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 782.0 272631 9202.9
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1068.1 272917 9204.8
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1108.9 272958 9205.1
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 1147.4 272997 9205.3
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1160.4 273010 9205.4
## - TEAM_FIELDING_E 1 1236.0 273085 9205.9
## - TEAM_FIELDING_DP 1 1263.2 273112 9206.1
## - TEAM_BATTING_BB 1 1317.4 273167 9206.5
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1332.0 273181 9206.6
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 1514.8 273364 9207.8
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1546.1 273395 9208.0
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 1808.1 273657 9209.7
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 1850.0 273699 9210.0
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1983.5 273833 9210.9
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 2389.1 274238 9213.6
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2727.4 274577 9215.8
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 3610.6 275460 9221.7
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3969.6 275819 9224.1
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 4084.3 275934 9224.8
## - TEAM_BASERUN_SB 1 4416.7 276266 9227.0
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 4622.8 276472 9228.4
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 6024.7 277874 9237.6
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 7880.3 279730 9249.7
## - TEAM_BATTING_2B 1 8075.1 279924 9250.9
##
## Step: AIC=9198.35
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BASERUN_SB + TEAM_FIELDING_E + TEAM_FIELDING_DP +
## `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_E` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_BASERUN_CS` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_BASERUN_SB` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_HR:TEAM_FIELDING_DP` + `TEAM_BATTING_BB:TEAM_BATTING_SO` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_SO:TEAM_BASERUN_SB` +
## `TEAM_BATTING_SO:TEAM_BASERUN_CS` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_BASERUN_CS:TEAM_FIELDING_DP` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 121.2 272073 9197.2
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 177.4 272129 9197.5
## - TEAM_BATTING_HR 1 200.1 272152 9197.7
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 223.6 272175 9197.8
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 242.6 272194 9198.0
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 266.9 272218 9198.1
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 290.5 272242 9198.3
## <none> 271951 9198.4
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 328.6 272280 9198.6
## - TEAM_BATTING_3B 1 469.9 272421 9199.5
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 493.8 272445 9199.7
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 555.6 272507 9200.1
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 640.5 272592 9200.6
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 730.0 272681 9201.2
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 735.1 272687 9201.3
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 740.2 272692 9201.3
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 803.3 272755 9201.7
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 842.6 272794 9202.0
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 897.3 272849 9202.3
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 906.3 272858 9202.4
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 986.8 272938 9202.9
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1024.7 272976 9203.2
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1064.9 273016 9203.5
## - TEAM_FIELDING_E 1 1187.0 273138 9204.3
## - TEAM_FIELDING_DP 1 1208.3 273160 9204.4
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 1239.0 273190 9204.6
## - TEAM_BATTING_BB 1 1240.6 273192 9204.6
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1341.0 273292 9205.3
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1447.5 273399 9206.0
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 1490.8 273442 9206.3
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 1869.4 273821 9208.8
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 1889.4 273841 9209.0
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1914.4 273866 9209.1
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 2296.3 274248 9211.7
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2632.7 274584 9213.9
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 3694.7 275646 9220.9
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3881.1 275833 9222.1
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 4183.6 276135 9224.1
## - TEAM_BASERUN_SB 1 4433.5 276385 9225.8
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 4520.8 276472 9226.4
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 5975.1 277927 9235.9
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 7836.4 279788 9248.1
## - TEAM_BATTING_2B 1 8089.8 280041 9249.7
##
## Step: AIC=9197.16
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BASERUN_SB + TEAM_FIELDING_E + TEAM_FIELDING_DP +
## `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_HR:TEAM_FIELDING_DP` +
## `TEAM_BATTING_BB:TEAM_BATTING_SO` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_SO:TEAM_BASERUN_SB` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_DP` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 149.3 272222 9196.2
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 189.9 272263 9196.4
## - TEAM_BATTING_HR 1 252.1 272325 9196.8
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 252.7 272325 9196.9
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 256.3 272329 9196.9
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 267.4 272340 9197.0
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 295.5 272368 9197.1
## <none> 272073 9197.2
## - TEAM_BATTING_3B 1 518.1 272591 9198.6
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 539.1 272612 9198.8
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 557.3 272630 9198.9
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 616.7 272689 9199.3
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 619.6 272692 9199.3
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 649.9 272723 9199.5
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 680.4 272753 9199.7
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 806.9 272880 9200.6
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 893.0 272966 9201.1
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 917.9 272991 9201.3
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 980.8 273053 9201.7
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 983.9 273057 9201.7
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1086.2 273159 9202.4
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1117.4 273190 9202.6
## - TEAM_FIELDING_E 1 1145.1 273218 9202.8
## - TEAM_BATTING_BB 1 1204.1 273277 9203.2
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1222.7 273295 9203.3
## - TEAM_FIELDING_DP 1 1240.9 273314 9203.4
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 1241.1 273314 9203.4
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1527.0 273600 9205.3
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 1532.4 273605 9205.4
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 1993.1 274066 9208.4
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 2061.5 274134 9208.9
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2118.4 274191 9209.3
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 2310.2 274383 9210.6
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2533.3 274606 9212.0
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 3813.2 275886 9220.5
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 4131.6 276204 9222.6
## - TEAM_BASERUN_SB 1 4328.0 276401 9223.9
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 4493.6 276566 9225.0
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 5439.2 277512 9231.2
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 5861.6 277934 9234.0
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 7719.8 279792 9246.1
## - TEAM_BATTING_2B 1 8010.7 280083 9248.0
##
## Step: AIC=9196.16
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BASERUN_SB + TEAM_FIELDING_E + TEAM_FIELDING_DP +
## `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_HR:TEAM_FIELDING_DP` + `TEAM_BATTING_BB:TEAM_BATTING_SO` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_SO:TEAM_BASERUN_SB` +
## `TEAM_BATTING_SO:TEAM_BASERUN_CS` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_BASERUN_CS:TEAM_FIELDING_DP` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 173.1 272395 9195.3
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 240.2 272462 9195.8
## - TEAM_BATTING_HR 1 247.1 272469 9195.8
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 270.7 272493 9196.0
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 299.0 272521 9196.2
## <none> 272222 9196.2
## - TEAM_BATTING_3B 1 463.0 272685 9197.3
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 504.3 272726 9197.5
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 575.1 272797 9198.0
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 665.5 272887 9198.6
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 788.9 273011 9199.4
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 809.6 273032 9199.6
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 834.8 273057 9199.7
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 855.8 273078 9199.9
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 866.4 273088 9199.9
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 879.9 273102 9200.0
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 937.5 273159 9200.4
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 964.3 273186 9200.6
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 965.5 273187 9200.6
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1019.8 273242 9201.0
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1138.7 273361 9201.8
## - TEAM_BATTING_BB 1 1164.7 273387 9201.9
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 1212.2 273434 9202.2
## - TEAM_FIELDING_DP 1 1225.7 273448 9202.3
## - TEAM_FIELDING_E 1 1421.0 273643 9203.6
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1586.2 273808 9204.7
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 1697.6 273920 9205.5
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1722.5 273945 9205.6
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 1996.0 274218 9207.5
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2006.2 274228 9207.5
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 2253.2 274475 9209.2
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 2256.8 274479 9209.2
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2559.6 274782 9211.2
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 3667.9 275890 9218.5
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 4375.0 276597 9223.2
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 4847.1 277069 9226.3
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 5720.7 277943 9232.0
## - TEAM_BASERUN_SB 1 6539.7 278762 9237.4
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 6829.7 279052 9239.3
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 7609.0 279831 9244.3
## - TEAM_BATTING_2B 1 8036.1 280258 9247.1
##
## Step: AIC=9195.32
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BASERUN_SB + TEAM_FIELDING_E + TEAM_FIELDING_DP +
## `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_HR:TEAM_FIELDING_DP` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_SO:TEAM_BASERUN_SB` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_DP` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 183.3 272578 9194.5
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 256.2 272651 9195.0
## <none> 272395 9195.3
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 320.4 272716 9195.5
## - TEAM_BATTING_3B 1 421.0 272816 9196.1
## - TEAM_BATTING_HR 1 423.0 272818 9196.1
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 488.6 272884 9196.6
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 520.9 272916 9196.8
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 676.7 273072 9197.8
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 697.9 273093 9198.0
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 751.5 273147 9198.3
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 754.6 273150 9198.4
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 764.7 273160 9198.4
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 792.4 273187 9198.6
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 810.5 273206 9198.7
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 872.5 273268 9199.1
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 900.1 273295 9199.3
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 957.9 273353 9199.7
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 994.5 273390 9200.0
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1057.0 273452 9200.4
## - TEAM_BATTING_BB 1 1087.5 273483 9200.6
## - TEAM_FIELDING_DP 1 1116.3 273511 9200.8
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 1190.7 273586 9201.3
## - TEAM_FIELDING_E 1 1285.3 273680 9201.9
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1543.4 273939 9203.6
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1687.3 274082 9204.6
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 1802.2 274197 9205.3
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1842.7 274238 9205.6
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 1985.9 274381 9206.5
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 2341.4 274737 9208.9
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2559.5 274955 9210.3
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 3452.2 275847 9216.2
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 3575.2 275970 9217.1
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 4462.9 276858 9222.9
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 4939.3 277334 9226.0
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 5694.9 278090 9231.0
## - TEAM_BASERUN_SB 1 6494.8 278890 9236.2
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 6709.9 279105 9237.6
## - TEAM_BATTING_2B 1 8020.3 280415 9246.1
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 8026.1 280421 9246.2
##
## Step: AIC=9194.54
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BASERUN_SB + TEAM_FIELDING_E + TEAM_FIELDING_DP +
## `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_BASERUN_CS` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_HR:TEAM_FIELDING_DP` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_SO:TEAM_BASERUN_SB` +
## `TEAM_BATTING_SO:TEAM_BASERUN_CS` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_BASERUN_CS:TEAM_FIELDING_DP` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 229.6 272808 9194.1
## - TEAM_BATTING_3B 1 249.4 272828 9194.2
## <none> 272578 9194.5
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 319.2 272898 9194.7
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 345.5 272924 9194.8
## - TEAM_BATTING_HR 1 419.6 272998 9195.3
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 464.0 273042 9195.6
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 563.5 273142 9196.3
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 593.9 273172 9196.5
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 648.9 273227 9196.9
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 690.6 273269 9197.1
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 710.3 273289 9197.3
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 756.7 273335 9197.6
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 826.7 273405 9198.1
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 837.1 273415 9198.1
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 944.2 273523 9198.8
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 956.6 273535 9198.9
## - TEAM_BATTING_BB 1 991.2 273570 9199.1
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 1064.7 273643 9199.6
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 1152.0 273730 9200.2
## - TEAM_FIELDING_E 1 1183.6 273762 9200.4
## - TEAM_FIELDING_DP 1 1184.7 273763 9200.4
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1215.9 273794 9200.6
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1543.8 274122 9202.8
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1545.0 274123 9202.8
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1661.3 274240 9203.6
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 1777.4 274356 9204.4
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 2012.8 274591 9205.9
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2543.8 275122 9209.4
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 3015.8 275594 9212.6
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 3802.2 276381 9217.8
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 3865.3 276444 9218.2
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 4954.3 277533 9225.3
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 4969.9 277548 9225.4
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 5594.5 278173 9229.5
## - TEAM_BASERUN_SB 1 6518.2 279097 9235.6
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 6526.6 279105 9235.6
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 7845.8 280424 9244.2
## - TEAM_BATTING_2B 1 7944.3 280523 9244.8
##
## Step: AIC=9194.08
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BASERUN_SB + TEAM_FIELDING_E + TEAM_FIELDING_DP +
## `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_BASERUN_CS` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_HR:TEAM_FIELDING_DP` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_SO:TEAM_BASERUN_SB` +
## `TEAM_BATTING_SO:TEAM_BASERUN_CS` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - TEAM_BATTING_3B 1 255.7 273064 9193.8
## <none> 272808 9194.1
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 321.6 273130 9194.2
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 347.7 273156 9194.4
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 415.7 273224 9194.8
## - TEAM_BATTING_HR 1 429.3 273237 9194.9
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 508.2 273316 9195.5
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 603.6 273412 9196.1
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 632.3 273440 9196.3
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 639.2 273447 9196.3
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 718.7 273527 9196.9
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 725.4 273533 9196.9
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 768.6 273577 9197.2
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 845.3 273653 9197.7
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 847.2 273655 9197.7
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 894.1 273702 9198.0
## - TEAM_FIELDING_DP 1 955.2 273763 9198.4
## - TEAM_BATTING_BB 1 1046.3 273854 9199.0
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1074.1 273882 9199.2
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 1185.1 273993 9200.0
## - TEAM_FIELDING_E 1 1200.5 274009 9200.1
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1462.9 274271 9201.8
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1560.7 274369 9202.5
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1698.5 274507 9203.4
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 1789.3 274597 9204.0
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 1874.9 274683 9204.5
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 2315.2 275123 9207.5
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2556.3 275364 9209.1
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 3253.4 276061 9213.7
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 3765.7 276574 9217.0
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 3781.0 276589 9217.1
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 4742.5 277551 9223.4
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 4844.1 277652 9224.1
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 5764.9 278573 9230.1
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 6519.5 279328 9235.1
## - TEAM_BASERUN_SB 1 6539.2 279347 9235.2
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 7736.5 280545 9243.0
## - TEAM_BATTING_2B 1 8032.1 280840 9244.9
##
## Step: AIC=9193.78
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_HR + TEAM_BATTING_BB +
## TEAM_BASERUN_SB + TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_HR:TEAM_FIELDING_DP` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_SO:TEAM_BASERUN_SB` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 258.5 273322 9193.5
## <none> 273064 9193.8
## - TEAM_BATTING_HR 1 326.9 273391 9194.0
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 359.9 273424 9194.2
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 461.0 273525 9194.9
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 506.0 273570 9195.2
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 506.4 273570 9195.2
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 541.1 273605 9195.4
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 584.7 273649 9195.7
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 619.6 273683 9195.9
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 869.5 273933 9197.6
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 909.4 273973 9197.8
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 946.7 274010 9198.1
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 1033.3 274097 9198.7
## - TEAM_FIELDING_E 1 1033.4 274097 9198.7
## - TEAM_BATTING_BB 1 1089.1 274153 9199.0
## - TEAM_FIELDING_DP 1 1156.8 274221 9199.5
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1312.9 274377 9200.5
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 1314.5 274378 9200.5
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1458.1 274522 9201.5
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1461.6 274525 9201.5
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1729.6 274793 9203.3
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 1741.6 274805 9203.4
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 2142.2 275206 9206.0
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 2647.4 275711 9209.3
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 2727.7 275791 9209.9
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2990.8 276055 9211.6
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 3240.3 276304 9213.3
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 3574.6 276638 9215.5
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 4530.1 277594 9221.7
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 4816.7 277880 9223.6
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 4854.1 277918 9223.9
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 6192.0 279256 9232.6
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 6328.8 279393 9233.5
## - TEAM_BASERUN_SB 1 6673.0 279737 9235.7
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 7482.3 280546 9241.0
## - TEAM_BATTING_2B 1 8589.7 281653 9248.2
##
## Step: AIC=9193.5
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_HR + TEAM_BATTING_BB +
## TEAM_BASERUN_SB + TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_HR:TEAM_FIELDING_DP` + `TEAM_BATTING_SO:TEAM_BASERUN_SB` +
## `TEAM_BATTING_SO:TEAM_BASERUN_CS` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - TEAM_BATTING_HR 1 285.3 273608 9193.4
## <none> 273322 9193.5
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 396.9 273719 9194.1
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 417.8 273740 9194.3
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 460.0 273782 9194.6
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 480.8 273803 9194.7
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 522.6 273845 9195.0
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 543.1 273865 9195.1
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 660.9 273983 9195.9
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 963.4 274286 9197.9
## - TEAM_FIELDING_E 1 990.3 274313 9198.1
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 1051.1 274373 9198.5
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 1071.6 274394 9198.6
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 1099.2 274421 9198.8
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1224.2 274547 9199.6
## - TEAM_FIELDING_DP 1 1266.5 274589 9199.9
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 1370.2 274692 9200.6
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1431.7 274754 9201.0
## - TEAM_BATTING_BB 1 1520.0 274842 9201.6
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1822.5 275145 9203.6
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 1912.6 275235 9204.2
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 2010.1 275332 9204.8
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 2262.6 275585 9206.5
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 2488.4 275811 9208.0
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2733.8 276056 9209.6
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 2754.7 276077 9209.8
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 3260.9 276583 9213.1
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 3533.2 276856 9214.9
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 4684.4 278007 9222.4
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 4896.5 278219 9223.8
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 5115.9 278438 9225.3
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 6070.5 279393 9231.5
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 6312.7 279635 9233.1
## - TEAM_BASERUN_SB 1 6821.4 280144 9236.4
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 7653.8 280976 9241.8
## - TEAM_BATTING_2B 1 8656.3 281979 9248.3
##
## Step: AIC=9193.4
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_BB + TEAM_BASERUN_SB +
## TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_HR:TEAM_FIELDING_DP` + `TEAM_BATTING_SO:TEAM_BASERUN_SB` +
## `TEAM_BATTING_SO:TEAM_BASERUN_CS` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 159.2 273767 9192.5
## <none> 273608 9193.4
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 388.6 273996 9194.0
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 430.8 274038 9194.3
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 562.6 274170 9195.1
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 567.7 274175 9195.2
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 745.4 274353 9196.4
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 848.6 274456 9197.0
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 994.0 274602 9198.0
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1128.1 274736 9198.9
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 1214.6 274822 9199.5
## - TEAM_FIELDING_E 1 1287.5 274895 9199.9
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1434.5 275042 9200.9
## - TEAM_FIELDING_DP 1 1438.1 275046 9200.9
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1680.1 275288 9202.5
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 1708.9 275316 9202.7
## - TEAM_BATTING_BB 1 1769.2 275377 9203.1
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1769.3 275377 9203.1
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 1974.8 275582 9204.5
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 2122.4 275730 9205.5
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 2175.1 275783 9205.8
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 2270.4 275878 9206.4
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 2320.3 275928 9206.8
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 2632.5 276240 9208.8
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2951.9 276560 9210.9
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 3312.5 276920 9213.3
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 4319.5 277927 9219.9
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 4740.9 278349 9222.7
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 5067.8 278675 9224.8
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 5118.6 278726 9225.1
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 5885.2 279493 9230.1
## - TEAM_BASERUN_SB 1 6565.5 280173 9234.6
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 10580.8 284188 9260.5
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 10623.2 284231 9260.7
## - TEAM_BATTING_2B 1 11639.2 285247 9267.2
##
## Step: AIC=9192.46
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_BB + TEAM_BASERUN_SB +
## TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_BASERUN_CS` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_HR:TEAM_FIELDING_DP` +
## `TEAM_BATTING_SO:TEAM_BASERUN_SB` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## <none> 273767 9192.5
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 440.0 274207 9193.4
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 451.5 274218 9193.5
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 534.9 274302 9194.0
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 661.9 274429 9194.9
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 802.8 274570 9195.8
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 1003.9 274771 9197.1
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 1015.1 274782 9197.2
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 1163.7 274930 9198.2
## - TEAM_FIELDING_DP 1 1363.9 275131 9199.5
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1371.6 275138 9199.6
## - TEAM_FIELDING_E 1 1386.8 275154 9199.7
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1481.4 275248 9200.3
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1657.8 275425 9201.4
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1889.2 275656 9203.0
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 1896.9 275664 9203.0
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 2025.5 275792 9203.9
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 2046.9 275814 9204.0
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 2075.6 275842 9204.2
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 2183.4 275950 9204.9
## - TEAM_BATTING_BB 1 2183.9 275951 9204.9
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 2490.8 276258 9206.9
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 2788.0 276555 9208.9
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2797.9 276565 9209.0
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 3832.5 277599 9215.8
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 4756.8 278524 9221.8
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 4871.5 278638 9222.6
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 5044.9 278812 9223.7
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 5114.8 278882 9224.2
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 6354.2 280121 9232.2
## - TEAM_BASERUN_SB 1 6462.7 280230 9232.9
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 12414.9 286182 9271.2
## - TEAM_BATTING_2B 1 12425.6 286192 9271.2
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 15658.7 289426 9291.7
## Start: AIC=9205.96
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB +
## TEAM_BASERUN_CS + TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_E` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_BASERUN_CS` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_BASERUN_CS` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_HR:TEAM_FIELDING_DP` + `TEAM_BATTING_BB:TEAM_BATTING_SO` +
## `TEAM_BATTING_BB:TEAM_BASERUN_SB` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_FIELDING_DP` +
## `TEAM_BATTING_SO:TEAM_BASERUN_SB` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BATTING_SO:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_SB:TEAM_BASERUN_CS` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_DP` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 1.0 268628 9204.0
## - `TEAM_BASERUN_SB:TEAM_BASERUN_CS` 1 5.1 268632 9204.0
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 13.2 268640 9204.1
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 44.0 268671 9204.3
## - TEAM_BATTING_SO 1 68.3 268696 9204.4
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 69.5 268697 9204.4
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 93.1 268720 9204.6
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 99.4 268727 9204.6
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 130.6 268758 9204.8
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 159.4 268787 9205.0
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 169.9 268797 9205.1
## - `TEAM_BATTING_BB:TEAM_BASERUN_SB` 1 177.2 268804 9205.2
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 244.1 268871 9205.6
## - TEAM_BASERUN_CS 1 250.5 268878 9205.7
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 251.9 268879 9205.7
## - TEAM_BATTING_H 1 280.4 268908 9205.9
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 286.2 268913 9205.9
## <none> 268627 9206.0
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 307.7 268935 9206.0
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 341.0 268968 9206.3
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 370.6 268998 9206.5
## - TEAM_BATTING_BB 1 411.1 269038 9206.7
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 497.7 269125 9207.3
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 559.9 269187 9207.8
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 695.8 269323 9208.7
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 719.6 269347 9208.8
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 752.5 269380 9209.1
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 766.6 269394 9209.2
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 906.7 269534 9210.1
## - TEAM_BATTING_HR 1 921.4 269549 9210.2
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 977.9 269605 9210.6
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 1015.7 269643 9210.8
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 1029.6 269657 9210.9
## - TEAM_FIELDING_DP 1 1073.2 269700 9211.2
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1074.9 269702 9211.2
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1130.8 269758 9211.6
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1168.9 269796 9211.9
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 1319.2 269946 9212.9
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1388.4 270016 9213.4
## - TEAM_BATTING_3B 1 1604.1 270231 9214.8
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1841.2 270468 9216.4
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 1987.7 270615 9217.4
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 2007.6 270635 9217.5
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 2313.3 270941 9219.6
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2348.8 270976 9219.8
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 2672.9 271300 9222.0
## - TEAM_FIELDING_E 1 2759.2 271386 9222.6
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 2969.7 271597 9224.0
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 3097.0 271724 9224.8
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 3177.0 271804 9225.4
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3426.4 272054 9227.0
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 3551.5 272179 9227.9
## - TEAM_BASERUN_SB 1 3989.1 272616 9230.8
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 4100.9 272728 9231.6
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 4107.6 272735 9231.6
## - TEAM_BATTING_2B 1 5513.9 274141 9241.0
##
## Step: AIC=9203.97
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB +
## TEAM_BASERUN_CS + TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_E` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_BASERUN_CS` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_BASERUN_CS` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_BATTING_SO` + `TEAM_BATTING_BB:TEAM_BASERUN_SB` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_FIELDING_DP` + `TEAM_BATTING_SO:TEAM_BASERUN_SB` +
## `TEAM_BATTING_SO:TEAM_BASERUN_CS` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BATTING_SO:TEAM_FIELDING_DP` + `TEAM_BASERUN_SB:TEAM_BASERUN_CS` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_BASERUN_CS:TEAM_FIELDING_DP` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BASERUN_SB:TEAM_BASERUN_CS` 1 5.2 268633 9202.0
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 18.2 268646 9202.1
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 43.8 268672 9202.3
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 68.8 268697 9202.4
## - TEAM_BATTING_SO 1 83.3 268712 9202.5
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 93.0 268721 9202.6
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 99.3 268728 9202.6
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 130.0 268758 9202.9
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 161.3 268789 9203.1
## - `TEAM_BATTING_BB:TEAM_BASERUN_SB` 1 180.2 268808 9203.2
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 243.1 268871 9203.6
## - TEAM_BASERUN_CS 1 250.6 268879 9203.7
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 251.3 268880 9203.7
## <none> 268628 9204.0
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 296.9 268925 9204.0
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 313.7 268942 9204.1
## - TEAM_BATTING_H 1 314.5 268943 9204.1
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 318.0 268946 9204.1
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 342.4 268971 9204.3
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 370.0 268998 9204.5
## - TEAM_BATTING_BB 1 411.2 269039 9204.8
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 497.2 269125 9205.3
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 569.0 269197 9205.8
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 700.0 269328 9206.7
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 736.0 269364 9207.0
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 753.8 269382 9207.1
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 766.9 269395 9207.2
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 947.3 269576 9208.4
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 978.4 269607 9208.6
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 1032.0 269660 9209.0
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 1037.8 269666 9209.0
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1112.1 269740 9209.5
## - TEAM_BATTING_HR 1 1152.8 269781 9209.8
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1168.0 269796 9209.9
## - TEAM_FIELDING_DP 1 1295.8 269924 9210.7
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 1318.8 269947 9210.9
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1398.2 270026 9211.4
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1413.3 270042 9211.5
## - TEAM_BATTING_3B 1 1649.1 270277 9213.1
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1855.2 270483 9214.5
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 1989.8 270618 9215.4
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 2007.7 270636 9215.5
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 2312.6 270941 9217.6
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2359.6 270988 9217.9
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 2672.9 271301 9220.0
## - TEAM_FIELDING_E 1 2758.3 271387 9220.6
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 3111.5 271740 9222.9
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 3176.3 271805 9223.4
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 3216.3 271845 9223.6
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3490.3 272118 9225.5
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 3749.1 272377 9227.2
## - TEAM_BASERUN_SB 1 4002.3 272631 9228.9
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 4109.5 272738 9229.6
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 4111.6 272740 9229.6
## - TEAM_BATTING_2B 1 5513.0 274141 9239.0
##
## Step: AIC=9202
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB +
## TEAM_BASERUN_CS + TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_E` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_BASERUN_CS` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_BASERUN_CS` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_BATTING_SO` + `TEAM_BATTING_BB:TEAM_BASERUN_SB` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_FIELDING_DP` + `TEAM_BATTING_SO:TEAM_BASERUN_SB` +
## `TEAM_BATTING_SO:TEAM_BASERUN_CS` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BATTING_SO:TEAM_FIELDING_DP` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_DP` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 18.0 268651 9200.1
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 44.1 268678 9200.3
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 66.2 268700 9200.5
## - TEAM_BATTING_SO 1 79.3 268713 9200.5
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 98.9 268732 9200.7
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 118.6 268752 9200.8
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 128.4 268762 9200.9
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 158.1 268792 9201.1
## - `TEAM_BATTING_BB:TEAM_BASERUN_SB` 1 180.1 268814 9201.2
## - TEAM_BASERUN_CS 1 249.5 268883 9201.7
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 253.0 268886 9201.7
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 258.8 268892 9201.8
## <none> 268633 9202.0
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 299.9 268933 9202.0
## - TEAM_BATTING_H 1 309.7 268943 9202.1
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 312.7 268946 9202.1
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 315.4 268949 9202.1
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 341.6 268975 9202.3
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 369.4 269003 9202.5
## - TEAM_BATTING_BB 1 410.6 269044 9202.8
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 500.5 269134 9203.4
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 570.3 269204 9203.9
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 696.0 269329 9204.7
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 744.4 269378 9205.0
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 750.8 269384 9205.1
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 763.3 269397 9205.2
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 945.8 269579 9206.4
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 978.1 269612 9206.6
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 1031.8 269665 9207.0
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 1038.7 269672 9207.0
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1115.5 269749 9207.6
## - TEAM_BATTING_HR 1 1152.7 269786 9207.8
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1170.4 269804 9207.9
## - TEAM_FIELDING_DP 1 1300.5 269934 9208.8
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 1324.8 269958 9209.0
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1393.0 270026 9209.4
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1410.2 270044 9209.5
## - TEAM_BATTING_3B 1 1653.0 270286 9211.2
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1852.9 270486 9212.5
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 1988.9 270622 9213.4
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 2002.6 270636 9213.5
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 2317.8 270951 9215.6
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2354.6 270988 9215.9
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 2672.1 271306 9218.0
## - TEAM_FIELDING_E 1 2788.0 271421 9218.8
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 3111.4 271745 9221.0
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 3172.6 271806 9221.4
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 3248.9 271882 9221.9
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3494.1 272128 9223.5
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 3789.6 272423 9225.5
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 4106.3 272740 9227.6
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 4106.4 272740 9227.6
## - TEAM_BASERUN_SB 1 4212.5 272846 9228.3
## - TEAM_BATTING_2B 1 5527.1 274161 9237.1
##
## Step: AIC=9200.13
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB +
## TEAM_BASERUN_CS + TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_E` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_BASERUN_CS` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_BASERUN_CS` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_BATTING_SO` + `TEAM_BATTING_BB:TEAM_BASERUN_SB` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_SO:TEAM_BASERUN_SB` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BATTING_SO:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_BASERUN_CS:TEAM_FIELDING_DP` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 43.4 268695 9198.4
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 63.1 268715 9198.6
## - TEAM_BATTING_SO 1 82.6 268734 9198.7
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 100.3 268752 9198.8
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 116.0 268767 9198.9
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 139.1 268791 9199.1
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 159.7 268811 9199.2
## - `TEAM_BATTING_BB:TEAM_BASERUN_SB` 1 176.8 268828 9199.3
## - TEAM_BASERUN_CS 1 243.0 268894 9199.8
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 245.8 268897 9199.8
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 247.7 268899 9199.8
## <none> 268651 9200.1
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 314.8 268966 9200.3
## - TEAM_BATTING_H 1 315.5 268967 9200.3
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 316.3 268968 9200.3
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 349.1 269001 9200.5
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 354.0 269005 9200.5
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 367.8 269019 9200.6
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 502.2 269154 9201.5
## - TEAM_BATTING_BB 1 567.5 269219 9202.0
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 568.5 269220 9202.0
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 704.8 269356 9202.9
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 756.8 269408 9203.2
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 773.0 269424 9203.4
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 781.3 269433 9203.4
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 957.1 269609 9204.6
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 982.4 269634 9204.8
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 1014.2 269666 9205.0
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 1046.4 269698 9205.2
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1122.5 269774 9205.7
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1157.8 269809 9206.0
## - TEAM_BATTING_HR 1 1157.8 269809 9206.0
## - TEAM_FIELDING_DP 1 1287.3 269939 9206.8
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 1327.2 269979 9207.1
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1430.9 270082 9207.8
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1447.2 270099 9207.9
## - TEAM_BATTING_3B 1 1760.2 270412 9210.0
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1856.7 270508 9210.7
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 1987.8 270639 9211.6
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 2000.3 270652 9211.6
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 2302.5 270954 9213.7
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2410.8 271062 9214.4
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 2698.2 271350 9216.3
## - TEAM_FIELDING_E 1 2776.5 271428 9216.9
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 3098.4 271750 9219.0
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 3182.5 271834 9219.6
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 3240.9 271892 9220.0
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3533.5 272185 9221.9
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 4094.3 272746 9225.7
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 4100.2 272752 9225.7
## - TEAM_BASERUN_SB 1 4194.5 272846 9226.3
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 4541.4 273193 9228.7
## - TEAM_BATTING_2B 1 5524.1 274176 9235.2
##
## Step: AIC=9198.42
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB +
## TEAM_BASERUN_CS + TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_E` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_BASERUN_SB` + `TEAM_BATTING_HR:TEAM_BASERUN_CS` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_BATTING_SO` +
## `TEAM_BATTING_BB:TEAM_BASERUN_SB` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_SO:TEAM_BASERUN_SB` +
## `TEAM_BATTING_SO:TEAM_BASERUN_CS` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BATTING_SO:TEAM_FIELDING_DP` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_DP` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 57.0 268752 9196.8
## - TEAM_BATTING_SO 1 74.5 268769 9196.9
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 111.9 268807 9197.2
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 118.7 268814 9197.2
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 122.9 268818 9197.3
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 166.0 268861 9197.5
## - `TEAM_BATTING_BB:TEAM_BASERUN_SB` 1 183.2 268878 9197.7
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 237.6 268932 9198.0
## - TEAM_BASERUN_CS 1 251.2 268946 9198.1
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 271.1 268966 9198.3
## - TEAM_BATTING_H 1 280.0 268975 9198.3
## <none> 268695 9198.4
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 300.0 268995 9198.5
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 306.2 269001 9198.5
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 362.1 269057 9198.9
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 364.9 269060 9198.9
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 485.1 269180 9199.7
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 504.4 269199 9199.8
## - TEAM_BATTING_BB 1 552.2 269247 9200.2
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 564.3 269259 9200.2
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 715.6 269411 9201.3
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 746.6 269441 9201.5
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 758.3 269453 9201.6
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 765.4 269460 9201.6
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 972.0 269667 9203.0
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 977.7 269673 9203.0
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 994.4 269689 9203.1
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 1040.0 269735 9203.5
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1128.8 269824 9204.1
## - TEAM_BATTING_HR 1 1137.0 269832 9204.1
## - TEAM_FIELDING_DP 1 1266.8 269962 9205.0
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 1311.1 270006 9205.3
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1354.9 270050 9205.6
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1410.3 270105 9206.0
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1465.2 270160 9206.3
## - TEAM_BATTING_3B 1 1724.8 270420 9208.1
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1853.9 270549 9208.9
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 2035.2 270730 9210.2
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 2110.4 270805 9210.7
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 2259.2 270954 9211.7
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2375.5 271070 9212.4
## - TEAM_FIELDING_E 1 2779.4 271474 9215.2
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 2959.0 271654 9216.4
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 3088.0 271783 9217.2
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 3242.0 271937 9218.3
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 3262.6 271957 9218.4
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3495.9 272191 9220.0
## - TEAM_BASERUN_SB 1 4221.3 272916 9224.8
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 4272.3 272967 9225.1
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 4488.9 273184 9226.6
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 4500.2 273195 9226.7
## - TEAM_BATTING_2B 1 5501.5 274196 9233.3
##
## Step: AIC=9196.81
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB +
## TEAM_BASERUN_CS + TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_E` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_BASERUN_CS` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_BATTING_SO` + `TEAM_BATTING_BB:TEAM_BASERUN_SB` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_SO:TEAM_BASERUN_SB` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BATTING_SO:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_BASERUN_CS:TEAM_FIELDING_DP` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - TEAM_BATTING_SO 1 66.0 268818 9195.3
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 110.9 268863 9195.6
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 111.3 268863 9195.6
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 152.4 268904 9195.8
## - `TEAM_BATTING_BB:TEAM_BASERUN_SB` 1 174.3 268926 9196.0
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 212.2 268964 9196.2
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 228.0 268980 9196.4
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 257.2 269009 9196.5
## <none> 268752 9196.8
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 298.5 269050 9196.8
## - TEAM_BASERUN_CS 1 301.5 269053 9196.8
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 312.6 269064 9196.9
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 354.1 269106 9197.2
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 357.8 269110 9197.2
## - TEAM_BATTING_H 1 359.5 269111 9197.2
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 460.1 269212 9197.9
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 490.6 269243 9198.1
## - TEAM_BATTING_BB 1 542.6 269295 9198.5
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 589.8 269342 9198.8
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 689.5 269441 9199.5
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 736.5 269488 9199.8
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 802.8 269555 9200.2
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 945.7 269698 9201.2
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 974.9 269727 9201.4
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 977.5 269729 9201.4
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 1002.4 269754 9201.6
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 1020.0 269772 9201.7
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1103.2 269855 9202.3
## - TEAM_BATTING_HR 1 1140.4 269892 9202.5
## - TEAM_FIELDING_DP 1 1258.3 270010 9203.3
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 1311.9 270064 9203.7
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1367.1 270119 9204.0
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1393.6 270146 9204.2
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1457.0 270209 9204.7
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1848.0 270600 9207.3
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 2036.1 270788 9208.6
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 2090.5 270842 9208.9
## - TEAM_BATTING_3B 1 2190.9 270943 9209.6
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 2270.7 271023 9210.1
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2360.8 271113 9210.7
## - TEAM_FIELDING_E 1 2884.7 271637 9214.2
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 2979.9 271732 9214.9
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 3073.4 271825 9215.5
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 3223.1 271975 9216.5
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 3227.1 271979 9216.5
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3481.1 272233 9218.2
## - TEAM_BASERUN_SB 1 4197.4 272949 9223.0
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 4215.3 272967 9223.1
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 4465.4 273217 9224.8
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 4503.6 273256 9225.1
## - TEAM_BATTING_2B 1 5523.3 274275 9231.9
##
## Step: AIC=9195.25
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + TEAM_BASERUN_SB + TEAM_BASERUN_CS +
## TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_E` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_BASERUN_CS` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_BATTING_SO` + `TEAM_BATTING_BB:TEAM_BASERUN_SB` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_SO:TEAM_BASERUN_SB` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BATTING_SO:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_BASERUN_CS:TEAM_FIELDING_DP` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 66.4 268884 9193.7
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 111.1 268929 9194.0
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 172.6 268990 9194.4
## - `TEAM_BATTING_BB:TEAM_BASERUN_SB` 1 174.2 268992 9194.4
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 212.2 269030 9194.7
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 246.6 269064 9194.9
## - TEAM_BASERUN_CS 1 248.6 269066 9194.9
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 251.3 269069 9195.0
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 268.1 269086 9195.1
## <none> 268818 9195.3
## - TEAM_BATTING_H 1 299.9 269118 9195.3
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 308.7 269127 9195.3
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 374.5 269192 9195.8
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 426.7 269245 9196.1
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 509.3 269327 9196.7
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 528.2 269346 9196.8
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 591.5 269409 9197.3
## - TEAM_BATTING_BB 1 670.7 269489 9197.8
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 759.8 269578 9198.4
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 817.5 269635 9198.8
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 909.7 269728 9199.4
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 931.4 269749 9199.6
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 939.2 269757 9199.6
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 939.4 269757 9199.6
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 955.1 269773 9199.7
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1056.9 269875 9200.4
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1094.2 269912 9200.7
## - TEAM_BATTING_HR 1 1163.4 269981 9201.1
## - TEAM_FIELDING_DP 1 1232.3 270050 9201.6
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 1269.6 270087 9201.8
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1329.3 270147 9202.2
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1446.3 270264 9203.0
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1458.9 270277 9203.1
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1851.0 270669 9205.8
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 2062.6 270881 9207.2
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 2065.5 270883 9207.2
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 2219.3 271037 9208.2
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2372.2 271190 9209.3
## - TEAM_BATTING_3B 1 2510.1 271328 9210.2
## - TEAM_FIELDING_E 1 2847.6 271665 9212.4
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 2926.4 271744 9213.0
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 3019.2 271837 9213.6
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 3169.8 271988 9214.6
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3438.8 272257 9216.4
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 4114.6 272932 9220.9
## - TEAM_BASERUN_SB 1 4132.4 272950 9221.0
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 4202.0 273020 9221.5
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 4564.5 273382 9223.9
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 4716.3 273534 9224.9
## - TEAM_BATTING_2B 1 5551.7 274370 9230.5
##
## Step: AIC=9193.7
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + TEAM_BASERUN_SB + TEAM_BASERUN_CS +
## TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_E` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_BASERUN_SB` + `TEAM_BATTING_HR:TEAM_BASERUN_CS` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_BATTING_SO` +
## `TEAM_BATTING_BB:TEAM_BASERUN_SB` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_SO:TEAM_BASERUN_SB` +
## `TEAM_BATTING_SO:TEAM_BASERUN_CS` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BATTING_SO:TEAM_FIELDING_DP` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_DP` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_BB:TEAM_BASERUN_SB` 1 162.4 269047 9192.8
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 164.1 269048 9192.8
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 204.1 269088 9193.1
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 217.0 269101 9193.2
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 230.9 269115 9193.3
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 274.8 269159 9193.6
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 282.5 269167 9193.6
## - TEAM_BATTING_H 1 283.2 269167 9193.6
## - TEAM_BASERUN_CS 1 286.9 269171 9193.6
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 287.4 269172 9193.6
## <none> 268884 9193.7
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 364.6 269249 9194.2
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 379.8 269264 9194.3
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 476.9 269361 9194.9
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 593.2 269477 9195.7
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 749.8 269634 9196.8
## - TEAM_BATTING_BB 1 798.0 269682 9197.1
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 808.8 269693 9197.2
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 881.1 269765 9197.7
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 890.5 269775 9197.7
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 969.5 269854 9198.3
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 1015.0 269899 9198.6
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 1029.0 269913 9198.7
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1061.9 269946 9198.9
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 1189.8 270074 9199.7
## - TEAM_FIELDING_DP 1 1192.1 270076 9199.8
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1263.4 270148 9200.2
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 1305.5 270190 9200.5
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1356.1 270240 9200.9
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1388.9 270273 9201.1
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1606.9 270491 9202.6
## - TEAM_BATTING_HR 1 1762.1 270646 9203.6
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1829.7 270714 9204.1
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 2056.3 270941 9205.6
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 2215.6 271100 9206.6
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 2222.2 271106 9206.7
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2314.5 271199 9207.3
## - TEAM_BATTING_3B 1 2467.3 271352 9208.3
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 2902.5 271787 9211.3
## - TEAM_FIELDING_E 1 3070.6 271955 9212.4
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 3243.6 272128 9213.5
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 3313.9 272198 9214.0
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3427.4 272312 9214.8
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 4175.1 273059 9219.8
## - TEAM_BASERUN_SB 1 4200.4 273085 9219.9
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 4581.0 273465 9222.5
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 4672.8 273557 9223.1
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 4674.0 273558 9223.1
## - TEAM_BATTING_2B 1 5668.8 274553 9229.7
##
## Step: AIC=9192.8
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + TEAM_BASERUN_SB + TEAM_BASERUN_CS +
## TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_E` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_BASERUN_SB` + `TEAM_BATTING_HR:TEAM_BASERUN_CS` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_BATTING_SO` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_SO:TEAM_BASERUN_SB` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BATTING_SO:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_BASERUN_CS:TEAM_FIELDING_DP` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 148.2 269195 9191.8
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 195.6 269242 9192.1
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 215.7 269262 9192.3
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 232.7 269279 9192.4
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 234.2 269281 9192.4
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 250.7 269297 9192.5
## - TEAM_BATTING_H 1 278.4 269325 9192.7
## - TEAM_BASERUN_CS 1 282.8 269330 9192.7
## <none> 269047 9192.8
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 306.7 269353 9192.9
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 377.0 269424 9193.4
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 440.0 269487 9193.8
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 511.9 269559 9194.3
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 708.9 269756 9195.6
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 745.4 269792 9195.8
## - TEAM_BATTING_BB 1 777.1 269824 9196.1
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 811.6 269858 9196.3
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 900.8 269948 9196.9
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 906.5 269953 9196.9
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 956.1 270003 9197.3
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 1013.7 270060 9197.7
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1020.0 270067 9197.7
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1073.8 270120 9198.1
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 1161.2 270208 9198.6
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 1237.1 270284 9199.2
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1273.1 270320 9199.4
## - TEAM_FIELDING_DP 1 1279.4 270326 9199.4
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1346.1 270393 9199.9
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1375.1 270422 9200.1
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1614.8 270662 9201.7
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1694.7 270741 9202.2
## - TEAM_BATTING_HR 1 1883.4 270930 9203.5
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1908.6 270955 9203.7
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 2084.1 271131 9204.9
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 2096.6 271143 9204.9
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2269.7 271316 9206.1
## - TEAM_BATTING_3B 1 2378.0 271425 9206.8
## - TEAM_FIELDING_E 1 2995.1 272042 9211.0
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 3119.5 272166 9211.8
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 3131.0 272178 9211.9
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 3167.3 272214 9212.1
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3481.9 272529 9214.2
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 4015.2 273062 9217.8
## - TEAM_BASERUN_SB 1 4338.0 273385 9219.9
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 4532.0 273579 9221.2
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 4555.3 273602 9221.4
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 4628.5 273675 9221.9
## - TEAM_BATTING_2B 1 5629.5 274676 9228.5
##
## Step: AIC=9191.81
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + TEAM_BASERUN_SB + TEAM_BASERUN_CS +
## TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_E` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_BASERUN_CS` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_BATTING_SO` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_SO:TEAM_BASERUN_SB` +
## `TEAM_BATTING_SO:TEAM_BASERUN_CS` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BATTING_SO:TEAM_FIELDING_DP` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_DP` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 192.7 269388 9191.1
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 221.2 269416 9191.3
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 221.4 269416 9191.3
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 229.0 269424 9191.4
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 253.8 269449 9191.5
## - TEAM_BATTING_H 1 286.8 269482 9191.7
## <none> 269195 9191.8
## - TEAM_BASERUN_CS 1 310.1 269505 9191.9
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 320.2 269515 9192.0
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 334.6 269530 9192.1
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 409.5 269604 9192.6
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 557.9 269753 9193.6
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 721.8 269917 9194.7
## - TEAM_BATTING_BB 1 722.7 269918 9194.7
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 740.0 269935 9194.8
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 753.8 269949 9194.9
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 772.9 269968 9195.0
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 853.0 270048 9195.6
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 962.4 270157 9196.3
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 998.4 270193 9196.5
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 1017.0 270212 9196.7
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1054.2 270249 9196.9
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 1128.0 270323 9197.4
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1201.8 270397 9197.9
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1225.8 270421 9198.1
## - TEAM_FIELDING_DP 1 1246.0 270441 9198.2
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1274.4 270469 9198.4
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 1313.1 270508 9198.7
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1670.1 270865 9201.1
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1726.6 270921 9201.4
## - TEAM_BATTING_HR 1 1768.5 270963 9201.7
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1947.1 271142 9202.9
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 1950.0 271145 9202.9
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 2088.2 271283 9203.9
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2202.8 271398 9204.6
## - TEAM_BATTING_3B 1 2303.0 271498 9205.3
## - TEAM_FIELDING_E 1 2898.8 272094 9209.3
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 3031.3 272226 9210.2
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 3118.9 272314 9210.8
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 3330.3 272525 9212.2
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3390.2 272585 9212.6
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 4260.7 273456 9218.4
## - TEAM_BASERUN_SB 1 4291.9 273487 9218.6
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 4488.0 273683 9219.9
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 4489.0 273684 9219.9
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 4640.6 273835 9220.9
## - TEAM_BATTING_2B 1 6007.0 275202 9230.0
##
## Step: AIC=9191.11
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + TEAM_BASERUN_SB + TEAM_BASERUN_CS +
## TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_E` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_CS` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_BATTING_SO` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_SO:TEAM_BASERUN_SB` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BATTING_SO:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_BASERUN_CS:TEAM_FIELDING_DP` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 161.6 269549 9190.2
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 246.8 269634 9190.8
## - TEAM_BATTING_H 1 281.5 269669 9191.0
## <none> 269388 9191.1
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 312.3 269700 9191.2
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 323.2 269711 9191.3
## - TEAM_BASERUN_CS 1 379.6 269767 9191.7
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 436.3 269824 9192.1
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 450.1 269838 9192.1
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 581.7 269969 9193.0
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 677.3 270065 9193.7
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 683.9 270071 9193.7
## - TEAM_BATTING_BB 1 692.4 270080 9193.8
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 797.7 270185 9194.5
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 804.9 270192 9194.5
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 808.1 270196 9194.6
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 947.3 270335 9195.5
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1052.7 270440 9196.2
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 1077.3 270465 9196.4
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 1078.2 270466 9196.4
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1144.2 270532 9196.8
## - TEAM_FIELDING_DP 1 1192.2 270580 9197.2
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1197.5 270585 9197.2
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 1201.2 270589 9197.2
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 1240.4 270628 9197.5
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1273.1 270661 9197.7
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 1282.7 270670 9197.8
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1539.4 270927 9199.5
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1626.2 271014 9200.1
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1770.3 271158 9201.0
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 1828.7 271216 9201.4
## - TEAM_BATTING_HR 1 2028.3 271416 9202.8
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2120.5 271508 9203.4
## - TEAM_BATTING_3B 1 2295.8 271683 9204.6
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 2928.6 272316 9208.8
## - TEAM_FIELDING_E 1 3342.5 272730 9211.6
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 3543.2 272931 9212.9
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 3663.6 273051 9213.7
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 3729.7 273117 9214.1
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 4100.6 273488 9216.6
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 4319.9 273707 9218.1
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 4333.5 273721 9218.2
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 4575.6 273963 9219.8
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 4680.6 274068 9220.5
## - TEAM_BATTING_2B 1 5924.5 275312 9228.7
## - TEAM_BASERUN_SB 1 6683.6 276071 9233.7
##
## Step: AIC=9190.2
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + TEAM_BASERUN_SB + TEAM_BASERUN_CS +
## TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_E` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_CS` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_BATTING_SO` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_SO:TEAM_BASERUN_SB` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BATTING_SO:TEAM_FIELDING_DP` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_DP` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 226.8 269776 9189.7
## <none> 269549 9190.2
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 311.2 269860 9190.3
## - TEAM_BATTING_H 1 342.1 269891 9190.5
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 393.2 269942 9190.9
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 480.3 270029 9191.4
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 576.2 270125 9192.1
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 686.0 270235 9192.8
## - TEAM_BATTING_BB 1 715.0 270264 9193.0
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 718.8 270268 9193.1
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 731.5 270281 9193.1
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 801.9 270351 9193.6
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 949.5 270499 9194.6
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 980.1 270529 9194.8
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 1031.6 270581 9195.2
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1034.2 270583 9195.2
## - TEAM_FIELDING_DP 1 1116.5 270666 9195.7
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 1144.7 270694 9195.9
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1150.0 270699 9196.0
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 1207.5 270757 9196.3
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1215.8 270765 9196.4
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 1250.8 270800 9196.6
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1276.6 270826 9196.8
## - TEAM_BASERUN_CS 1 1427.9 270977 9197.8
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 1477.0 271026 9198.2
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1523.2 271072 9198.5
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1731.2 271280 9199.9
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1784.8 271334 9200.2
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 1814.5 271364 9200.4
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 2017.5 271567 9201.8
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2171.1 271720 9202.8
## - TEAM_BATTING_HR 1 2293.2 271842 9203.6
## - TEAM_BATTING_3B 1 2530.8 272080 9205.2
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 3001.3 272551 9208.4
## - TEAM_FIELDING_E 1 3380.7 272930 9210.9
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 3459.8 273009 9211.4
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 3629.1 273178 9212.6
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 3660.4 273210 9212.8
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 4153.0 273702 9216.0
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 4165.5 273715 9216.1
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 4516.4 274066 9218.5
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 4538.4 274088 9218.6
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 4654.7 274204 9219.4
## - TEAM_BATTING_2B 1 6276.6 275826 9230.1
## - TEAM_BASERUN_SB 1 7007.7 276557 9234.9
##
## Step: AIC=9189.73
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + TEAM_BASERUN_SB + TEAM_BASERUN_CS +
## TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_E` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_CS` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_BATTING_SO` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_SO:TEAM_BASERUN_SB` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_BASERUN_CS:TEAM_FIELDING_DP` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 282.2 270058 9189.6
## <none> 269776 9189.7
## - TEAM_BATTING_H 1 334.9 270111 9190.0
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 383.0 270159 9190.3
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 561.2 270337 9191.5
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 585.9 270362 9191.7
## - TEAM_BATTING_BB 1 586.6 270363 9191.7
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 634.7 270411 9192.0
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 649.8 270426 9192.1
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 720.6 270497 9192.6
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 782.3 270558 9193.0
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 863.3 270639 9193.6
## - TEAM_FIELDING_DP 1 904.3 270680 9193.8
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 955.1 270731 9194.2
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1058.0 270834 9194.9
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 1171.4 270947 9195.6
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1181.2 270957 9195.7
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 1211.9 270988 9195.9
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 1224.3 271000 9196.0
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1225.1 271001 9196.0
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 1252.9 271029 9196.2
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 1275.5 271051 9196.3
## - TEAM_BASERUN_CS 1 1398.3 271174 9197.1
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 1472.0 271248 9197.6
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1544.7 271321 9198.1
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1642.1 271418 9198.8
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1723.8 271500 9199.3
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 1783.1 271559 9199.7
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 2025.3 271801 9201.4
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2121.7 271898 9202.0
## - TEAM_BATTING_HR 1 2441.4 272217 9204.1
## - TEAM_BATTING_3B 1 2577.7 272354 9205.1
## - TEAM_FIELDING_E 1 3328.5 273104 9210.1
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 3331.0 273107 9210.1
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 3404.9 273181 9210.6
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 3491.8 273268 9211.2
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 3594.1 273370 9211.8
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 4335.3 274111 9216.8
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 4368.1 274144 9217.0
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 4462.2 274238 9217.6
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 4530.6 274307 9218.1
## - TEAM_BATTING_2B 1 6050.1 275826 9228.1
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 6763.9 276540 9232.8
## - TEAM_BASERUN_SB 1 7200.5 276976 9235.7
##
## Step: AIC=9189.64
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + TEAM_BASERUN_SB + TEAM_BASERUN_CS +
## TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_E` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_CS` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_BATTING_SO` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_SO:TEAM_BASERUN_SB` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## <none> 270058 9189.6
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 385.9 270444 9190.2
## - TEAM_BATTING_H 1 387.9 270446 9190.3
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 518.1 270576 9191.1
## - TEAM_BATTING_BB 1 558.0 270616 9191.4
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 630.9 270689 9191.9
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 645.2 270703 9192.0
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 685.3 270743 9192.3
## - TEAM_FIELDING_DP 1 696.4 270755 9192.3
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 771.1 270829 9192.8
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 797.5 270856 9193.0
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 800.1 270858 9193.0
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 990.0 271048 9194.3
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1060.1 271118 9194.8
## - TEAM_BASERUN_CS 1 1140.2 271198 9195.3
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 1154.3 271212 9195.4
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1191.4 271250 9195.7
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 1198.3 271256 9195.7
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1207.1 271265 9195.8
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 1228.2 271286 9195.9
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 1291.1 271349 9196.3
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 1318.6 271377 9196.5
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1460.9 271519 9197.5
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 1511.4 271570 9197.8
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1680.2 271738 9198.9
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1689.5 271748 9199.0
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 1695.0 271753 9199.0
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2066.2 272124 9201.5
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 2278.3 272337 9202.9
## - TEAM_BATTING_HR 1 2462.6 272521 9204.2
## - TEAM_BATTING_3B 1 2590.4 272649 9205.0
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 3123.2 273181 9208.6
## - TEAM_FIELDING_E 1 3251.2 273309 9209.4
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 3314.1 273372 9209.8
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 3439.0 273497 9210.7
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 3572.8 273631 9211.6
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 4264.8 274323 9216.2
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 4402.9 274461 9217.1
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 4410.8 274469 9217.1
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 4572.6 274631 9218.2
## - TEAM_BATTING_2B 1 6113.5 276172 9228.4
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 6682.0 276740 9232.1
## - TEAM_BASERUN_SB 1 6965.8 277024 9234.0
## Start: AIC=9228.24
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB +
## TEAM_BASERUN_CS + TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_E` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_BASERUN_CS` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_BASERUN_CS` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_HR:TEAM_FIELDING_DP` + `TEAM_BATTING_BB:TEAM_BATTING_SO` +
## `TEAM_BATTING_BB:TEAM_BASERUN_SB` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_FIELDING_DP` +
## `TEAM_BATTING_SO:TEAM_BASERUN_SB` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BATTING_SO:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_SB:TEAM_BASERUN_CS` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_DP` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 0.1 271933 9226.2
## - TEAM_BATTING_H 1 2.8 271936 9226.3
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 6.4 271940 9226.3
## - `TEAM_BATTING_BB:TEAM_BASERUN_SB` 1 9.3 271943 9226.3
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 9.9 271943 9226.3
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 25.4 271959 9226.4
## - TEAM_BATTING_SO 1 26.8 271960 9226.4
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 54.1 271987 9226.6
## - `TEAM_BASERUN_SB:TEAM_BASERUN_CS` 1 78.2 272012 9226.8
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 81.2 272015 9226.8
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 84.5 272018 9226.8
## - TEAM_BASERUN_CS 1 110.4 272044 9227.0
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 118.1 272051 9227.0
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 141.6 272075 9227.2
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 147.1 272081 9227.2
## - TEAM_BATTING_HR 1 151.4 272085 9227.3
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 192.6 272126 9227.5
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 205.1 272139 9227.6
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 264.6 272198 9228.0
## <none> 271933 9228.2
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 303.8 272237 9228.3
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 319.4 272253 9228.4
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 362.7 272296 9228.7
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 406.8 272340 9229.0
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 413.0 272346 9229.0
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 418.9 272352 9229.0
## - TEAM_BATTING_BB 1 442.2 272376 9229.2
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 480.5 272414 9229.5
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 487.1 272420 9229.5
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 492.1 272425 9229.5
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 512.9 272446 9229.7
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 541.4 272475 9229.9
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 708.7 272642 9231.0
## - TEAM_FIELDING_DP 1 808.4 272742 9231.6
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 834.7 272768 9231.8
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 852.4 272786 9231.9
## - TEAM_BATTING_3B 1 894.1 272827 9232.2
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 940.9 272874 9232.5
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1054.3 272988 9233.3
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 1187.4 273121 9234.2
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1449.1 273382 9235.9
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1519.2 273453 9236.4
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 1566.4 273500 9236.7
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 1590.7 273524 9236.9
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1609.7 273543 9237.0
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1730.8 273664 9237.8
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 1796.7 273730 9238.2
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1809.6 273743 9238.3
## - TEAM_FIELDING_E 1 1824.9 273758 9238.4
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2209.3 274143 9241.0
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 2216.9 274150 9241.0
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 2586.3 274520 9243.5
## - TEAM_BASERUN_SB 1 2688.4 274622 9244.2
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3365.5 275299 9248.6
## - TEAM_BATTING_2B 1 5727.8 277661 9264.2
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 5780.3 277714 9264.5
##
## Step: AIC=9226.24
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB +
## TEAM_BASERUN_CS + TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_E` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_BASERUN_SB` + `TEAM_BATTING_HR:TEAM_BASERUN_CS` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_HR:TEAM_FIELDING_DP` +
## `TEAM_BATTING_BB:TEAM_BATTING_SO` + `TEAM_BATTING_BB:TEAM_BASERUN_SB` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_FIELDING_DP` + `TEAM_BATTING_SO:TEAM_BASERUN_SB` +
## `TEAM_BATTING_SO:TEAM_BASERUN_CS` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BATTING_SO:TEAM_FIELDING_DP` + `TEAM_BASERUN_SB:TEAM_BASERUN_CS` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_BASERUN_CS:TEAM_FIELDING_DP` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - TEAM_BATTING_H 1 3.2 271937 9224.3
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 6.3 271940 9224.3
## - `TEAM_BATTING_BB:TEAM_BASERUN_SB` 1 9.4 271943 9224.3
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 10.1 271944 9224.3
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 25.5 271959 9224.4
## - TEAM_BATTING_SO 1 30.3 271964 9224.4
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 54.3 271988 9224.6
## - `TEAM_BASERUN_SB:TEAM_BASERUN_CS` 1 78.1 272012 9224.8
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 81.3 272015 9224.8
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 84.4 272018 9224.8
## - TEAM_BASERUN_CS 1 110.4 272044 9225.0
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 118.1 272052 9225.0
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 141.9 272075 9225.2
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 147.2 272081 9225.2
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 205.1 272139 9225.6
## - TEAM_BATTING_HR 1 257.1 272191 9226.0
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 269.7 272203 9226.0
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 296.4 272230 9226.2
## <none> 271933 9226.2
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 303.7 272237 9226.3
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 319.6 272253 9226.4
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 367.4 272301 9226.7
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 406.7 272340 9227.0
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 413.4 272347 9227.0
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 440.1 272374 9227.2
## - TEAM_BATTING_BB 1 471.8 272405 9227.4
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 480.6 272414 9227.5
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 492.2 272426 9227.5
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 505.9 272439 9227.6
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 516.0 272450 9227.7
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 549.8 272483 9227.9
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 708.7 272642 9229.0
## - TEAM_FIELDING_DP 1 824.7 272758 9229.8
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 852.4 272786 9229.9
## - TEAM_BATTING_3B 1 904.1 272838 9230.3
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 957.3 272891 9230.6
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 985.5 272919 9230.8
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1102.6 273036 9231.6
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 1244.6 273178 9232.6
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1521.0 273454 9234.4
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1605.9 273539 9235.0
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1610.0 273544 9235.0
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 1657.0 273590 9235.3
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 1676.5 273610 9235.4
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1733.0 273666 9235.8
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1815.2 273749 9236.4
## - TEAM_FIELDING_E 1 1845.7 273779 9236.6
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 2220.7 274154 9239.0
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2336.2 274270 9239.8
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 2586.2 274520 9241.5
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 2684.8 274618 9242.1
## - TEAM_BASERUN_SB 1 2689.2 274623 9242.2
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3367.7 275301 9246.7
## - TEAM_BATTING_2B 1 5743.1 277677 9262.3
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 6243.0 278177 9265.6
##
## Step: AIC=9224.26
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB + TEAM_BASERUN_CS +
## TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_E` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_BASERUN_SB` + `TEAM_BATTING_HR:TEAM_BASERUN_CS` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_HR:TEAM_FIELDING_DP` +
## `TEAM_BATTING_BB:TEAM_BATTING_SO` + `TEAM_BATTING_BB:TEAM_BASERUN_SB` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_FIELDING_DP` + `TEAM_BATTING_SO:TEAM_BASERUN_SB` +
## `TEAM_BATTING_SO:TEAM_BASERUN_CS` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BATTING_SO:TEAM_FIELDING_DP` + `TEAM_BASERUN_SB:TEAM_BASERUN_CS` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_BASERUN_CS:TEAM_FIELDING_DP` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 7.1 271944 9222.3
## - `TEAM_BATTING_BB:TEAM_BASERUN_SB` 1 9.6 271946 9222.3
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 10.5 271947 9222.3
## - TEAM_BATTING_SO 1 29.2 271966 9222.5
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 32.9 271970 9222.5
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 59.2 271996 9222.7
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 78.1 272015 9222.8
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 81.2 272018 9222.8
## - `TEAM_BASERUN_SB:TEAM_BASERUN_CS` 1 81.7 272018 9222.8
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 144.7 272081 9223.2
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 145.4 272082 9223.2
## - TEAM_BASERUN_CS 1 148.8 272086 9223.3
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 203.4 272140 9223.6
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 256.0 272193 9224.0
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 276.3 272213 9224.1
## <none> 271937 9224.3
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 300.8 272237 9224.3
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 308.8 272246 9224.3
## - TEAM_BATTING_HR 1 314.0 272251 9224.4
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 316.4 272253 9224.4
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 381.2 272318 9224.8
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 414.9 272352 9225.0
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 420.1 272357 9225.1
## - TEAM_BATTING_BB 1 470.3 272407 9225.4
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 489.0 272426 9225.5
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 519.6 272456 9225.7
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 533.7 272470 9225.8
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 582.6 272519 9226.2
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 585.1 272522 9226.2
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 686.0 272623 9226.8
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 714.1 272651 9227.0
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 853.9 272791 9228.0
## - TEAM_BATTING_3B 1 914.4 272851 9228.4
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 989.9 272927 9228.9
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 1079.9 273017 9229.5
## - TEAM_FIELDING_DP 1 1085.1 273022 9229.5
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1129.3 273066 9229.8
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 1363.9 273301 9231.4
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1521.9 273459 9232.4
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1609.4 273546 9233.0
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1611.6 273548 9233.0
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 1653.8 273591 9233.3
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 1674.2 273611 9233.4
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1743.2 273680 9233.9
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1825.9 273763 9234.4
## - TEAM_FIELDING_E 1 1906.4 273843 9235.0
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 2240.5 274177 9237.2
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2333.3 274270 9237.8
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 2584.7 274521 9239.5
## - TEAM_BASERUN_SB 1 2696.7 274633 9240.2
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 2919.1 274856 9241.7
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3405.6 275342 9244.9
## - TEAM_BATTING_2B 1 6121.8 278059 9262.8
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 6254.9 278192 9263.7
##
## Step: AIC=9222.31
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB + TEAM_BASERUN_CS +
## TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_E` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_BASERUN_SB` + `TEAM_BATTING_HR:TEAM_BASERUN_CS` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_HR:TEAM_FIELDING_DP` +
## `TEAM_BATTING_BB:TEAM_BATTING_SO` + `TEAM_BATTING_BB:TEAM_BASERUN_SB` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_FIELDING_DP` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BATTING_SO:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_SB:TEAM_BASERUN_CS` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_DP` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_BB:TEAM_BASERUN_SB` 1 8.0 271952 9220.4
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 9.5 271953 9220.4
## - TEAM_BATTING_SO 1 26.9 271971 9220.5
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 39.2 271983 9220.6
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 59.4 272003 9220.7
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 71.1 272015 9220.8
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 77.8 272022 9220.8
## - `TEAM_BASERUN_SB:TEAM_BASERUN_CS` 1 81.0 272025 9220.8
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 139.1 272083 9221.2
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 151.4 272095 9221.3
## - TEAM_BASERUN_CS 1 171.5 272115 9221.5
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 207.3 272151 9221.7
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 274.8 272219 9222.1
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 275.9 272220 9222.2
## <none> 271944 9222.3
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 307.5 272251 9222.4
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 313.3 272257 9222.4
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 314.4 272258 9222.4
## - TEAM_BATTING_HR 1 317.4 272261 9222.4
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 407.9 272352 9223.0
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 418.4 272362 9223.1
## - TEAM_BATTING_BB 1 466.6 272410 9223.4
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 479.8 272424 9223.5
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 484.3 272428 9223.5
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 535.2 272479 9223.9
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 580.1 272524 9224.2
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 580.9 272525 9224.2
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 633.0 272577 9224.5
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 679.1 272623 9224.8
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 708.7 272653 9225.0
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 848.8 272793 9226.0
## - TEAM_BATTING_3B 1 909.4 272853 9226.4
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 985.1 272929 9226.9
## - TEAM_FIELDING_DP 1 1078.8 273023 9227.5
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 1083.6 273027 9227.5
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1140.1 273084 9227.9
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 1472.1 273416 9230.1
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1603.5 273547 9231.0
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1617.4 273561 9231.1
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 1647.2 273591 9231.3
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 1681.5 273625 9231.5
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1768.6 273712 9232.1
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1820.2 273764 9232.5
## - TEAM_FIELDING_E 1 2071.3 274015 9234.1
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 2097.1 274041 9234.3
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 2312.3 274256 9235.7
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2392.0 274336 9236.3
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 2682.3 274626 9238.2
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 2928.8 274873 9239.8
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3507.0 275451 9243.6
## - TEAM_BASERUN_SB 1 5226.1 277170 9255.0
## - TEAM_BATTING_2B 1 6121.3 278065 9260.8
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 6272.6 278216 9261.8
##
## Step: AIC=9220.36
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB + TEAM_BASERUN_CS +
## TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_E` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_BASERUN_SB` + `TEAM_BATTING_HR:TEAM_BASERUN_CS` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_HR:TEAM_FIELDING_DP` +
## `TEAM_BATTING_BB:TEAM_BATTING_SO` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_FIELDING_DP` +
## `TEAM_BATTING_SO:TEAM_BASERUN_CS` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BATTING_SO:TEAM_FIELDING_DP` + `TEAM_BASERUN_SB:TEAM_BASERUN_CS` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_BASERUN_CS:TEAM_FIELDING_DP` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 9.0 271961 9218.4
## - TEAM_BATTING_SO 1 27.3 271979 9218.5
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 36.4 271988 9218.6
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 60.1 272012 9218.8
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 70.6 272022 9218.8
## - `TEAM_BASERUN_SB:TEAM_BASERUN_CS` 1 81.2 272033 9218.9
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 86.3 272038 9218.9
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 140.5 272092 9219.3
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 146.5 272098 9219.3
## - TEAM_BASERUN_CS 1 169.7 272121 9219.5
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 209.3 272161 9219.8
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 279.6 272231 9220.2
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 287.8 272240 9220.3
## <none> 271952 9220.4
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 305.4 272257 9220.4
## - TEAM_BATTING_HR 1 314.8 272267 9220.5
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 315.2 272267 9220.5
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 333.1 272285 9220.6
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 421.2 272373 9221.2
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 441.1 272393 9221.3
## - TEAM_BATTING_BB 1 466.3 272418 9221.5
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 477.3 272429 9221.6
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 507.9 272460 9221.8
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 553.8 272506 9222.1
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 575.9 272528 9222.2
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 591.1 272543 9222.3
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 674.9 272627 9222.9
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 760.4 272712 9223.4
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 775.7 272727 9223.5
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 841.0 272793 9224.0
## - TEAM_BATTING_3B 1 939.6 272891 9224.6
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 982.5 272934 9224.9
## - TEAM_FIELDING_DP 1 1076.3 273028 9225.6
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 1078.4 273030 9225.6
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1142.6 273094 9226.0
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 1496.6 273448 9228.4
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1632.0 273584 9229.3
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 1675.8 273628 9229.5
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1676.2 273628 9229.6
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 1676.6 273628 9229.6
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1872.5 273824 9230.9
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1891.8 273844 9231.0
## - TEAM_FIELDING_E 1 2067.2 274019 9232.2
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 2096.0 274048 9232.3
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 2358.4 274310 9234.1
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2422.2 274374 9234.5
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 2812.1 274764 9237.1
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 2926.3 274878 9237.9
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3499.1 275451 9241.6
## - TEAM_BASERUN_SB 1 5544.2 277496 9255.1
## - TEAM_BATTING_2B 1 6130.1 278082 9259.0
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 6290.1 278242 9260.0
##
## Step: AIC=9218.42
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB + TEAM_BASERUN_CS +
## TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_E` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_BASERUN_CS` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_BASERUN_CS` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_HR:TEAM_FIELDING_DP` + `TEAM_BATTING_BB:TEAM_BATTING_SO` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_FIELDING_DP` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BATTING_SO:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_SB:TEAM_BASERUN_CS` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_DP` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - TEAM_BATTING_SO 1 23.9 271985 9216.6
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 35.1 271996 9216.7
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 63.4 272024 9216.8
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 72.4 272033 9216.9
## - `TEAM_BASERUN_SB:TEAM_BASERUN_CS` 1 82.6 272043 9217.0
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 90.2 272051 9217.0
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 142.3 272103 9217.4
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 150.0 272111 9217.4
## - TEAM_BASERUN_CS 1 165.7 272126 9217.5
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 215.6 272176 9217.9
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 273.6 272234 9218.3
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 282.3 272243 9218.3
## <none> 271961 9218.4
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 305.2 272266 9218.5
## - TEAM_BATTING_HR 1 336.3 272297 9218.7
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 343.8 272305 9218.7
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 388.6 272349 9219.0
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 422.7 272383 9219.2
## - TEAM_BATTING_BB 1 466.2 272427 9219.5
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 470.9 272432 9219.6
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 486.7 272448 9219.7
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 532.2 272493 9220.0
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 567.6 272528 9220.2
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 583.1 272544 9220.3
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 610.5 272571 9220.5
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 736.4 272697 9221.3
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 752.9 272714 9221.5
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 775.4 272736 9221.6
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 833.6 272794 9222.0
## - TEAM_BATTING_3B 1 935.1 272896 9222.7
## - TEAM_FIELDING_DP 1 1094.3 273055 9223.7
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1134.7 273095 9224.0
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 1202.6 273163 9224.5
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1263.7 273224 9224.9
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 1580.5 273541 9227.0
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1629.6 273590 9227.3
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 1667.6 273628 9227.6
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 1668.2 273629 9227.6
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1682.9 273644 9227.7
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1865.9 273827 9228.9
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1890.5 273851 9229.0
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 2100.1 274061 9230.4
## - TEAM_FIELDING_E 1 2124.2 274085 9230.6
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 2360.1 274321 9232.2
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2433.9 274395 9232.6
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 2803.2 274764 9235.1
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 2973.2 274934 9236.2
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3531.0 275492 9239.9
## - TEAM_BASERUN_SB 1 5583.2 277544 9253.4
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 6312.8 278274 9258.2
## - TEAM_BATTING_2B 1 6360.2 278321 9258.5
##
## Step: AIC=9216.58
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BASERUN_SB + TEAM_BASERUN_CS + TEAM_FIELDING_E +
## TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_E` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_BASERUN_SB` + `TEAM_BATTING_HR:TEAM_BASERUN_CS` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_HR:TEAM_FIELDING_DP` +
## `TEAM_BATTING_BB:TEAM_BATTING_SO` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_FIELDING_DP` +
## `TEAM_BATTING_SO:TEAM_BASERUN_CS` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BATTING_SO:TEAM_FIELDING_DP` + `TEAM_BASERUN_SB:TEAM_BASERUN_CS` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_BASERUN_CS:TEAM_FIELDING_DP` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 45.9 272031 9214.9
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 50.0 272035 9214.9
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 52.8 272038 9214.9
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 84.4 272069 9215.1
## - `TEAM_BASERUN_SB:TEAM_BASERUN_CS` 1 94.2 272079 9215.2
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 128.1 272113 9215.4
## - TEAM_BASERUN_CS 1 174.6 272159 9215.7
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 253.4 272238 9216.3
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 257.2 272242 9216.3
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 274.6 272259 9216.4
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 295.6 272280 9216.6
## <none> 271985 9216.6
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 322.1 272307 9216.7
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 322.5 272307 9216.7
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 407.5 272392 9217.3
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 427.3 272412 9217.4
## - TEAM_BATTING_BB 1 450.5 272435 9217.6
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 465.0 272450 9217.7
## - TEAM_BATTING_HR 1 480.6 272465 9217.8
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 481.6 272466 9217.8
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 553.8 272538 9218.3
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 564.4 272549 9218.4
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 596.6 272581 9218.6
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 629.4 272614 9218.8
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 728.7 272713 9219.5
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 739.6 272724 9219.5
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 777.7 272762 9219.8
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 868.1 272853 9220.4
## - TEAM_BATTING_3B 1 926.5 272911 9220.8
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1162.2 273147 9222.3
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 1184.2 273169 9222.5
## - TEAM_FIELDING_DP 1 1236.0 273221 9222.8
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1248.6 273233 9222.9
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 1594.8 273579 9225.2
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1643.5 273628 9225.6
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 1645.8 273630 9225.6
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1666.6 273651 9225.7
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 1668.8 273653 9225.7
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1864.7 273849 9227.0
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1919.6 273904 9227.4
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 2111.0 274096 9228.7
## - TEAM_FIELDING_E 1 2259.1 274244 9229.6
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2412.3 274397 9230.7
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 2485.4 274470 9231.1
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 2828.8 274813 9233.4
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 3579.5 275564 9238.4
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3591.0 275576 9238.5
## - TEAM_BASERUN_SB 1 5821.6 277806 9253.1
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 6336.9 278322 9256.5
## - TEAM_BATTING_2B 1 6374.0 278359 9256.8
##
## Step: AIC=9214.89
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BASERUN_SB + TEAM_BASERUN_CS + TEAM_FIELDING_E +
## TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_E` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_BASERUN_SB` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_HR:TEAM_FIELDING_DP` + `TEAM_BATTING_BB:TEAM_BATTING_SO` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_FIELDING_DP` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BATTING_SO:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_SB:TEAM_BASERUN_CS` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_DP` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 49.0 272079 9213.2
## - `TEAM_BASERUN_SB:TEAM_BASERUN_CS` 1 65.3 272096 9213.3
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 72.4 272103 9213.4
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 115.9 272146 9213.7
## - TEAM_BASERUN_CS 1 135.6 272166 9213.8
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 180.5 272211 9214.1
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 211.5 272242 9214.3
## <none> 272031 9214.9
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 299.3 272330 9214.9
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 300.7 272331 9214.9
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 311.4 272342 9215.0
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 314.7 272345 9215.0
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 321.7 272352 9215.0
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 369.3 272400 9215.4
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 425.2 272456 9215.7
## - TEAM_BATTING_HR 1 434.7 272465 9215.8
## - TEAM_BATTING_BB 1 456.6 272487 9215.9
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 483.4 272514 9216.1
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 490.3 272521 9216.2
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 583.3 272614 9216.8
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 596.2 272627 9216.9
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 637.3 272668 9217.1
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 663.1 272694 9217.3
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 727.2 272758 9217.8
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 792.4 272823 9218.2
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 852.3 272883 9218.6
## - TEAM_BATTING_3B 1 886.2 272917 9218.8
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 936.7 272967 9219.1
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1132.0 273163 9220.5
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 1207.5 273238 9221.0
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1232.8 273263 9221.1
## - TEAM_FIELDING_DP 1 1321.2 273352 9221.7
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 1634.1 273665 9223.8
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1638.5 273669 9223.8
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1652.0 273683 9223.9
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 1671.2 273702 9224.0
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 1673.7 273704 9224.1
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1920.1 273951 9225.7
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1941.7 273972 9225.8
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 2129.9 274160 9227.1
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2369.4 274400 9228.7
## - TEAM_FIELDING_E 1 2457.9 274488 9229.3
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 2484.2 274515 9229.4
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 2935.6 274966 9232.4
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3595.5 275626 9236.8
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 3763.4 275794 9237.9
## - TEAM_BASERUN_SB 1 5776.1 277807 9251.1
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 6303.6 278334 9254.6
## - TEAM_BATTING_2B 1 6411.2 278442 9255.3
##
## Step: AIC=9213.22
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BASERUN_SB + TEAM_BASERUN_CS + TEAM_FIELDING_E +
## TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_E` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_HR:TEAM_FIELDING_DP` +
## `TEAM_BATTING_BB:TEAM_BATTING_SO` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_FIELDING_DP` +
## `TEAM_BATTING_SO:TEAM_BASERUN_CS` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BATTING_SO:TEAM_FIELDING_DP` + `TEAM_BASERUN_SB:TEAM_BASERUN_CS` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_BASERUN_CS:TEAM_FIELDING_DP` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BASERUN_SB:TEAM_BASERUN_CS` 1 63.8 272143 9211.6
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 77.4 272157 9211.7
## - TEAM_BASERUN_CS 1 159.0 272239 9212.3
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 180.6 272260 9212.4
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 190.2 272270 9212.5
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 263.1 272343 9213.0
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 282.3 272362 9213.1
## <none> 272079 9213.2
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 315.2 272395 9213.3
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 323.6 272403 9213.4
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 323.9 272403 9213.4
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 344.9 272424 9213.5
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 369.9 272449 9213.7
## - TEAM_BATTING_HR 1 412.2 272492 9214.0
## - TEAM_BATTING_BB 1 429.3 272509 9214.1
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 432.8 272512 9214.1
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 490.1 272570 9214.5
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 510.9 272590 9214.6
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 606.3 272686 9215.3
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 641.4 272721 9215.5
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 644.8 272724 9215.5
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 646.8 272726 9215.5
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 743.8 272823 9216.2
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 822.9 272902 9216.7
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 834.4 272914 9216.8
## - TEAM_BATTING_3B 1 852.3 272932 9216.9
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 912.1 272992 9217.3
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1097.0 273177 9218.5
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1188.8 273268 9219.2
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 1242.6 273322 9219.5
## - TEAM_FIELDING_DP 1 1314.1 273394 9220.0
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1589.6 273669 9221.8
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1609.1 273689 9222.0
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 1626.9 273706 9222.1
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 1675.8 273755 9222.4
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 1693.5 273773 9222.5
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1922.0 274001 9224.0
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1973.9 274053 9224.4
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 2135.1 274215 9225.5
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2327.9 274407 9226.7
## - TEAM_FIELDING_E 1 2415.3 274495 9227.3
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 2564.5 274644 9228.3
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 2886.7 274966 9230.4
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3552.5 275632 9234.8
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 3715.8 275795 9235.9
## - TEAM_BASERUN_SB 1 5829.6 277909 9249.8
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 6277.3 278357 9252.8
## - TEAM_BATTING_2B 1 6454.4 278534 9253.9
##
## Step: AIC=9211.64
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BASERUN_SB + TEAM_BASERUN_CS + TEAM_FIELDING_E +
## TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_E` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_HR:TEAM_FIELDING_DP` +
## `TEAM_BATTING_BB:TEAM_BATTING_SO` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_FIELDING_DP` +
## `TEAM_BATTING_SO:TEAM_BASERUN_CS` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BATTING_SO:TEAM_FIELDING_DP` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_DP` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 78.7 272222 9210.2
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 178.8 272322 9210.8
## - TEAM_BASERUN_CS 1 188.6 272332 9210.9
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 237.7 272381 9211.2
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 254.9 272398 9211.3
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 263.2 272407 9211.4
## <none> 272143 9211.6
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 312.7 272456 9211.7
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 316.4 272460 9211.8
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 345.5 272489 9212.0
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 358.2 272502 9212.0
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 372.0 272515 9212.1
## - TEAM_BATTING_HR 1 411.5 272555 9212.4
## - TEAM_BATTING_BB 1 412.8 272556 9212.4
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 462.5 272606 9212.7
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 499.4 272643 9213.0
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 519.2 272662 9213.1
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 608.1 272751 9213.7
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 626.1 272769 9213.8
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 651.3 272795 9214.0
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 673.4 272817 9214.1
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 737.5 272881 9214.6
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 813.6 272957 9215.1
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 845.9 272989 9215.3
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 872.5 273016 9215.5
## - TEAM_BATTING_3B 1 884.6 273028 9215.6
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1095.0 273238 9217.0
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1171.5 273315 9217.5
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 1235.8 273379 9217.9
## - TEAM_FIELDING_DP 1 1335.5 273479 9218.6
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1572.8 273716 9220.1
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1630.9 273774 9220.5
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 1656.2 273800 9220.7
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 1666.8 273810 9220.8
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 1709.4 273853 9221.0
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1894.3 274038 9222.3
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1942.2 274086 9222.6
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 2133.0 274276 9223.9
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2333.5 274477 9225.2
## - TEAM_FIELDING_E 1 2452.9 274596 9226.0
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 2643.8 274787 9227.2
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 2833.1 274976 9228.5
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3586.4 275730 9233.5
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 3768.0 275911 9234.7
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 6257.0 278400 9251.0
## - TEAM_BASERUN_SB 1 6352.6 278496 9251.7
## - TEAM_BATTING_2B 1 6472.6 278616 9252.4
##
## Step: AIC=9210.17
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BASERUN_SB + TEAM_BASERUN_CS + TEAM_FIELDING_E +
## TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_E` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_BASERUN_CS` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_BASERUN_SB` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_HR:TEAM_FIELDING_DP` + `TEAM_BATTING_BB:TEAM_BATTING_SO` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_FIELDING_DP` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BATTING_SO:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_BASERUN_CS:TEAM_FIELDING_DP` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - TEAM_BASERUN_CS 1 159.7 272382 9209.2
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 216.8 272439 9209.6
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 225.3 272447 9209.7
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 248.1 272470 9209.8
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 268.8 272491 9210.0
## <none> 272222 9210.2
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 308.8 272531 9210.2
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 308.9 272531 9210.2
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 309.8 272532 9210.2
## - TEAM_BATTING_HR 1 351.3 272573 9210.5
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 353.6 272576 9210.5
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 380.5 272603 9210.7
## - TEAM_BATTING_BB 1 403.9 272626 9210.9
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 452.1 272674 9211.2
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 463.1 272685 9211.3
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 488.2 272710 9211.4
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 575.3 272797 9212.0
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 634.0 272856 9212.4
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 652.4 272874 9212.5
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 685.2 272907 9212.7
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 817.1 273039 9213.6
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 856.9 273079 9213.9
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 860.0 273082 9213.9
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 922.1 273144 9214.3
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1137.8 273360 9215.8
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 1215.3 273437 9216.3
## - TEAM_BATTING_3B 1 1249.9 273472 9216.5
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1268.9 273491 9216.6
## - TEAM_FIELDING_DP 1 1272.6 273495 9216.7
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1501.5 273723 9218.2
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 1581.5 273803 9218.7
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1614.5 273837 9218.9
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 1622.4 273844 9219.0
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 1630.9 273853 9219.0
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1902.1 274124 9220.8
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 2041.4 274263 9221.8
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 2292.4 274514 9223.4
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2409.2 274631 9224.2
## - TEAM_FIELDING_E 1 2415.8 274638 9224.3
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 2611.2 274833 9225.6
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 2885.1 275107 9227.4
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3529.1 275751 9231.6
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 4792.9 277015 9240.0
## - TEAM_BASERUN_SB 1 6538.7 278761 9251.4
## - TEAM_BATTING_2B 1 7144.2 279366 9255.3
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 7789.7 280012 9259.5
##
## Step: AIC=9209.24
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BASERUN_SB + TEAM_FIELDING_E + TEAM_FIELDING_DP +
## `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_E` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_BASERUN_CS` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_BASERUN_SB` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_HR:TEAM_FIELDING_DP` + `TEAM_BATTING_BB:TEAM_BATTING_SO` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_FIELDING_DP` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BATTING_SO:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_BASERUN_CS:TEAM_FIELDING_DP` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 82.1 272464 9207.8
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 184.9 272567 9208.5
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 249.1 272631 9208.9
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 251.6 272633 9208.9
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 286.8 272669 9209.2
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 293.6 272675 9209.2
## <none> 272382 9209.2
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 372.7 272754 9209.7
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 403.1 272785 9209.9
## - TEAM_BATTING_HR 1 420.5 272802 9210.0
## - TEAM_BATTING_BB 1 427.5 272809 9210.1
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 487.3 272869 9210.5
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 529.1 272911 9210.8
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 556.7 272938 9211.0
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 663.8 273046 9211.7
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 681.9 273064 9211.8
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 691.7 273073 9211.9
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 771.8 273154 9212.4
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 869.2 273251 9213.0
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 869.4 273251 9213.0
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 883.4 273265 9213.1
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 909.2 273291 9213.3
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 943.2 273325 9213.5
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1137.2 273519 9214.8
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1140.4 273522 9214.8
## - TEAM_BATTING_3B 1 1253.0 273635 9215.6
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 1304.8 273687 9215.9
## - TEAM_FIELDING_DP 1 1381.4 273763 9216.4
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1533.4 273915 9217.5
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1574.9 273957 9217.7
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 1607.2 273989 9218.0
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 1642.8 274025 9218.2
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 1756.8 274138 9218.9
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1856.9 274239 9219.6
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 2019.3 274401 9220.7
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 2210.1 274592 9222.0
## - TEAM_FIELDING_E 1 2299.6 274681 9222.5
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2381.1 274763 9223.1
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 2550.5 274932 9224.2
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 2856.5 275238 9226.2
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3729.8 276112 9232.0
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 4885.9 277268 9239.6
## - TEAM_BASERUN_SB 1 6380.1 278762 9249.4
## - TEAM_BATTING_2B 1 6985.4 279367 9253.3
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 7706.3 280088 9258.0
##
## Step: AIC=9207.79
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BASERUN_SB + TEAM_FIELDING_E + TEAM_FIELDING_DP +
## `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_E` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_HR:TEAM_FIELDING_DP` +
## `TEAM_BATTING_BB:TEAM_BATTING_SO` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_FIELDING_DP` +
## `TEAM_BATTING_SO:TEAM_BASERUN_CS` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BATTING_SO:TEAM_FIELDING_DP` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_DP` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 185.2 272649 9207.0
## <none> 272464 9207.8
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 312.4 272776 9207.9
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 343.2 272807 9208.1
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 344.5 272808 9208.1
## - TEAM_BATTING_BB 1 386.2 272850 9208.4
## - TEAM_BATTING_HR 1 417.4 272881 9208.6
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 430.7 272894 9208.7
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 498.4 272962 9209.1
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 509.7 272973 9209.2
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 519.7 272983 9209.3
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 547.9 273012 9209.4
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 566.8 273031 9209.6
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 609.8 273074 9209.9
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 700.8 273165 9210.5
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 731.0 273195 9210.7
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 814.9 273279 9211.2
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 833.2 273297 9211.3
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 839.2 273303 9211.4
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 856.8 273321 9211.5
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 979.8 273444 9212.3
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1063.8 273528 9212.9
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1132.6 273596 9213.3
## - TEAM_BATTING_3B 1 1232.9 273697 9214.0
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1449.0 273913 9215.4
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1586.0 274050 9216.4
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 1586.3 274050 9216.4
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1592.9 274057 9216.4
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 1638.7 274102 9216.7
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 1680.5 274144 9217.0
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1821.5 274285 9217.9
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 1898.0 274362 9218.4
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1951.1 274415 9218.8
## - TEAM_FIELDING_DP 1 2053.0 274517 9219.5
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 2128.7 274593 9220.0
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2471.0 274935 9222.2
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 2677.1 275141 9223.6
## - TEAM_FIELDING_E 1 2722.7 275186 9223.9
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 2877.8 275342 9224.9
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3725.4 276189 9230.5
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 4827.3 277291 9237.8
## - TEAM_BASERUN_SB 1 6314.0 278778 9247.5
## - TEAM_BATTING_2B 1 6904.2 279368 9251.4
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 7733.2 280197 9256.8
##
## Step: AIC=9207.02
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BASERUN_SB + TEAM_FIELDING_E + TEAM_FIELDING_DP +
## `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_E` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_BATTING_SO` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_FIELDING_DP` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BATTING_SO:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_BASERUN_CS:TEAM_FIELDING_DP` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## <none> 272649 9207.0
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 308.6 272957 9207.1
## - TEAM_BATTING_BB 1 396.5 273045 9207.7
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 442.9 273092 9208.0
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 446.2 273095 9208.0
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 461.2 273110 9208.1
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 506.0 273155 9208.4
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 577.5 273226 9208.9
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 620.7 273270 9209.2
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 631.3 273280 9209.2
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 668.5 273317 9209.5
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 689.6 273339 9209.6
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 714.1 273363 9209.8
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 799.1 273448 9210.4
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 809.8 273459 9210.4
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 919.4 273568 9211.2
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 940.9 273590 9211.3
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 972.7 273622 9211.5
## - TEAM_BATTING_HR 1 1087.9 273737 9212.3
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1118.4 273767 9212.5
## - TEAM_BATTING_3B 1 1252.0 273901 9213.4
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 1277.8 273927 9213.5
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1409.3 274058 9214.4
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1438.7 274088 9214.6
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1558.5 274207 9215.4
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 1623.0 274272 9215.8
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 1640.2 274289 9215.9
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 1832.9 274482 9217.2
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1836.2 274485 9217.2
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 1965.8 274615 9218.1
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 2041.5 274690 9218.6
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 2083.6 274732 9218.9
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 2155.9 274805 9219.4
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2433.7 275083 9221.2
## - TEAM_FIELDING_E 1 2557.5 275206 9222.0
## - TEAM_FIELDING_DP 1 2688.8 275338 9222.9
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 2859.4 275508 9224.0
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 3337.8 275987 9227.2
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3824.1 276473 9230.4
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 4648.6 277298 9235.8
## - TEAM_BATTING_2B 1 6835.7 279485 9250.1
## - TEAM_BASERUN_SB 1 6894.9 279544 9250.5
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 8117.8 280767 9258.5
## Start: AIC=9203.15
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB +
## TEAM_BASERUN_CS + TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_E` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_BASERUN_CS` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_BASERUN_CS` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_HR:TEAM_FIELDING_DP` + `TEAM_BATTING_BB:TEAM_BATTING_SO` +
## `TEAM_BATTING_BB:TEAM_BASERUN_SB` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_FIELDING_DP` +
## `TEAM_BATTING_SO:TEAM_BASERUN_SB` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BATTING_SO:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_SB:TEAM_BASERUN_CS` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_DP` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 0.5 268802 9201.2
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 4.7 268806 9201.2
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 7.3 268809 9201.2
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 8.7 268810 9201.2
## - `TEAM_BASERUN_SB:TEAM_BASERUN_CS` 1 12.3 268814 9201.2
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 20.7 268822 9201.3
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 36.4 268838 9201.4
## - `TEAM_BATTING_BB:TEAM_BASERUN_SB` 1 41.1 268842 9201.4
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 46.0 268847 9201.5
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 55.0 268856 9201.5
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 77.0 268878 9201.7
## - TEAM_BASERUN_CS 1 84.7 268886 9201.7
## - TEAM_BATTING_H 1 85.7 268887 9201.7
## - TEAM_BATTING_SO 1 126.1 268927 9202.0
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 135.4 268937 9202.1
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 143.5 268945 9202.1
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 176.1 268977 9202.3
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 213.9 269015 9202.6
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 241.7 269043 9202.8
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 267.8 269069 9203.0
## <none> 268801 9203.1
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 357.4 269159 9203.6
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 384.8 269186 9203.8
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 390.2 269192 9203.8
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 401.8 269203 9203.9
## - TEAM_BATTING_BB 1 410.5 269212 9203.9
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 526.9 269328 9204.7
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 578.1 269379 9205.1
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 579.4 269381 9205.1
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 657.4 269459 9205.6
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 669.2 269471 9205.7
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 674.7 269476 9205.7
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 676.0 269477 9205.7
## - TEAM_BATTING_3B 1 716.7 269518 9206.0
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 719.7 269521 9206.0
## - TEAM_BATTING_HR 1 742.6 269544 9206.2
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 816.4 269618 9206.7
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 840.1 269641 9206.8
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 951.8 269753 9207.6
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1094.9 269896 9208.5
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 1102.5 269904 9208.6
## - TEAM_FIELDING_DP 1 1185.7 269987 9209.2
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1185.8 269987 9209.2
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1215.4 270017 9209.4
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1314.5 270116 9210.0
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1330.7 270132 9210.1
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 1422.2 270224 9210.8
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1805.4 270607 9213.3
## - TEAM_BASERUN_SB 1 1963.7 270765 9214.4
## - TEAM_FIELDING_E 1 2021.3 270823 9214.8
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2290.3 271092 9216.6
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 2505.7 271307 9218.0
## - TEAM_BATTING_2B 1 3640.4 272442 9225.6
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 3715.8 272517 9226.1
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3824.2 272626 9226.9
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 4295.6 273097 9230.0
##
## Step: AIC=9201.15
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB +
## TEAM_BASERUN_CS + TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_E` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_BASERUN_CS` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_CS` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_HR:TEAM_FIELDING_DP` +
## `TEAM_BATTING_BB:TEAM_BATTING_SO` + `TEAM_BATTING_BB:TEAM_BASERUN_SB` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_FIELDING_DP` + `TEAM_BATTING_SO:TEAM_BASERUN_SB` +
## `TEAM_BATTING_SO:TEAM_BASERUN_CS` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BATTING_SO:TEAM_FIELDING_DP` + `TEAM_BASERUN_SB:TEAM_BASERUN_CS` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_BASERUN_CS:TEAM_FIELDING_DP` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 4.8 268807 9199.2
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 7.5 268809 9199.2
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 9.1 268811 9199.2
## - `TEAM_BASERUN_SB:TEAM_BASERUN_CS` 1 12.4 268814 9199.2
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 25.2 268827 9199.3
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 35.9 268838 9199.4
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 45.6 268848 9199.5
## - `TEAM_BATTING_BB:TEAM_BASERUN_SB` 1 47.3 268849 9199.5
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 56.0 268858 9199.5
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 77.1 268879 9199.7
## - TEAM_BATTING_H 1 85.4 268887 9199.7
## - TEAM_BASERUN_CS 1 88.8 268891 9199.8
## - TEAM_BATTING_SO 1 126.1 268928 9200.0
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 134.9 268937 9200.1
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 147.3 268949 9200.1
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 180.1 268982 9200.4
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 242.2 269044 9200.8
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 274.8 269077 9201.0
## <none> 268802 9201.2
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 327.5 269129 9201.4
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 356.9 269159 9201.6
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 392.0 269194 9201.8
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 392.1 269194 9201.8
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 403.7 269206 9201.9
## - TEAM_BATTING_BB 1 410.0 269212 9201.9
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 527.6 269329 9202.7
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 580.1 269382 9203.1
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 634.7 269437 9203.4
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 658.1 269460 9203.6
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 671.3 269473 9203.7
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 679.1 269481 9203.7
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 698.2 269500 9203.9
## - TEAM_BATTING_3B 1 716.3 269518 9204.0
## - TEAM_BATTING_HR 1 742.9 269545 9204.2
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 819.1 269621 9204.7
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 842.2 269644 9204.8
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 847.7 269650 9204.9
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 1018.1 269820 9206.0
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 1117.4 269919 9206.7
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1167.2 269969 9207.0
## - TEAM_FIELDING_DP 1 1189.3 269991 9207.2
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1216.3 270018 9207.4
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1216.4 270018 9207.4
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1333.7 270136 9208.2
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 1425.0 270227 9208.8
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1477.5 270279 9209.1
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1808.3 270610 9211.4
## - TEAM_FIELDING_E 1 2153.5 270955 9213.7
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2292.4 271094 9214.6
## - TEAM_BASERUN_SB 1 2519.1 271321 9216.1
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 2596.1 271398 9216.6
## - TEAM_BATTING_2B 1 3641.2 272443 9223.6
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 3815.5 272617 9224.8
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 4345.4 273147 9228.3
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 4456.3 273258 9229.1
##
## Step: AIC=9199.18
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB +
## TEAM_BASERUN_CS + TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_E` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_BASERUN_CS` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_HR:TEAM_FIELDING_DP` + `TEAM_BATTING_BB:TEAM_BATTING_SO` +
## `TEAM_BATTING_BB:TEAM_BASERUN_SB` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_FIELDING_DP` +
## `TEAM_BATTING_SO:TEAM_BASERUN_SB` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BATTING_SO:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_SB:TEAM_BASERUN_CS` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_DP` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 7.4 268814 9197.2
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 9.7 268816 9197.2
## - `TEAM_BASERUN_SB:TEAM_BASERUN_CS` 1 11.6 268818 9197.3
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 21.9 268829 9197.3
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 35.6 268842 9197.4
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 45.4 268852 9197.5
## - `TEAM_BATTING_BB:TEAM_BASERUN_SB` 1 45.5 268852 9197.5
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 57.4 268864 9197.6
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 73.3 268880 9197.7
## - TEAM_BATTING_H 1 80.5 268887 9197.7
## - TEAM_BASERUN_CS 1 83.9 268891 9197.8
## - TEAM_BATTING_SO 1 129.3 268936 9198.1
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 132.7 268939 9198.1
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 149.3 268956 9198.2
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 179.8 268987 9198.4
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 278.2 269085 9199.1
## <none> 268807 9199.2
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 302.0 269109 9199.2
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 333.0 269140 9199.4
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 352.1 269159 9199.6
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 388.3 269195 9199.8
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 389.0 269196 9199.8
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 405.3 269212 9199.9
## - TEAM_BATTING_BB 1 411.1 269218 9200.0
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 524.6 269331 9200.7
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 581.1 269388 9201.1
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 640.6 269447 9201.5
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 661.2 269468 9201.7
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 680.4 269487 9201.8
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 689.6 269496 9201.8
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 695.3 269502 9201.9
## - TEAM_BATTING_HR 1 740.0 269547 9202.2
## - TEAM_BATTING_3B 1 776.8 269584 9202.4
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 850.1 269657 9202.9
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 851.1 269658 9202.9
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 855.0 269662 9203.0
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 1017.5 269824 9204.1
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 1119.3 269926 9204.7
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1178.6 269985 9205.1
## - TEAM_FIELDING_DP 1 1185.7 269992 9205.2
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1211.5 270018 9205.4
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1213.0 270020 9205.4
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1332.2 270139 9206.2
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 1427.6 270234 9206.8
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1472.9 270280 9207.1
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1811.1 270618 9209.4
## - TEAM_FIELDING_E 1 2167.7 270974 9211.8
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2297.3 271104 9212.7
## - TEAM_BASERUN_SB 1 2522.7 271329 9214.2
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 2591.2 271398 9214.6
## - TEAM_BATTING_2B 1 3636.5 272443 9221.6
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 3824.6 272631 9222.9
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 4367.4 273174 9226.5
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 4468.1 273275 9227.2
##
## Step: AIC=9197.23
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB +
## TEAM_BASERUN_CS + TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_E` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_CS` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_HR:TEAM_FIELDING_DP` +
## `TEAM_BATTING_BB:TEAM_BATTING_SO` + `TEAM_BATTING_BB:TEAM_BASERUN_SB` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_FIELDING_DP` + `TEAM_BATTING_SO:TEAM_BASERUN_SB` +
## `TEAM_BATTING_SO:TEAM_BASERUN_CS` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BATTING_SO:TEAM_FIELDING_DP` + `TEAM_BASERUN_SB:TEAM_BASERUN_CS` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_BASERUN_CS:TEAM_FIELDING_DP` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 11.0 268825 9195.3
## - `TEAM_BASERUN_SB:TEAM_BASERUN_CS` 1 12.3 268826 9195.3
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 21.5 268836 9195.4
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 45.9 268860 9195.5
## - `TEAM_BATTING_BB:TEAM_BASERUN_SB` 1 48.3 268862 9195.6
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 55.2 268869 9195.6
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 61.0 268875 9195.6
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 75.6 268890 9195.7
## - TEAM_BASERUN_CS 1 81.5 268896 9195.8
## - TEAM_BATTING_H 1 82.5 268897 9195.8
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 126.2 268940 9196.1
## - TEAM_BATTING_SO 1 127.1 268941 9196.1
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 144.8 268959 9196.2
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 186.7 269001 9196.5
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 282.5 269097 9197.1
## <none> 268814 9197.2
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 303.1 269117 9197.3
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 329.6 269144 9197.5
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 350.0 269164 9197.6
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 381.6 269196 9197.8
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 391.6 269206 9197.9
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 397.9 269212 9197.9
## - TEAM_BATTING_BB 1 403.8 269218 9198.0
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 567.5 269382 9199.1
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 634.0 269448 9199.5
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 655.4 269470 9199.7
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 722.3 269536 9200.1
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 727.5 269542 9200.2
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 732.0 269546 9200.2
## - TEAM_BATTING_HR 1 756.6 269571 9200.3
## - TEAM_BATTING_3B 1 790.3 269604 9200.6
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 803.5 269618 9200.7
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 844.5 269659 9200.9
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 849.1 269663 9201.0
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 850.1 269664 9201.0
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 1012.8 269827 9202.1
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 1134.4 269949 9202.9
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1171.3 269985 9203.1
## - TEAM_FIELDING_DP 1 1178.6 269993 9203.2
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1204.1 270018 9203.4
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1207.6 270022 9203.4
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1331.0 270145 9204.2
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 1439.1 270253 9205.0
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1510.4 270325 9205.4
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1861.1 270675 9207.8
## - TEAM_FIELDING_E 1 2169.9 270984 9209.9
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2323.0 271137 9210.9
## - TEAM_BASERUN_SB 1 2523.6 271338 9212.2
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 2651.2 271465 9213.1
## - TEAM_BATTING_2B 1 3842.2 272656 9221.1
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 4142.4 272957 9223.1
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 4460.7 273275 9225.2
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 4551.0 273365 9225.8
##
## Step: AIC=9195.31
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB +
## TEAM_BASERUN_CS + TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_E` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_CS` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_HR:TEAM_FIELDING_DP` +
## `TEAM_BATTING_BB:TEAM_BATTING_SO` + `TEAM_BATTING_BB:TEAM_BASERUN_SB` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_FIELDING_DP` + `TEAM_BATTING_SO:TEAM_BASERUN_SB` +
## `TEAM_BATTING_SO:TEAM_BASERUN_CS` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_BASERUN_CS` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_DP` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BASERUN_SB:TEAM_BASERUN_CS` 1 11.7 268837 9193.4
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 23.2 268848 9193.5
## - `TEAM_BATTING_BB:TEAM_BASERUN_SB` 1 49.5 268875 9193.6
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 52.1 268877 9193.7
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 56.3 268881 9193.7
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 64.0 268889 9193.7
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 73.5 268899 9193.8
## - TEAM_BASERUN_CS 1 83.1 268908 9193.9
## - TEAM_BATTING_H 1 110.4 268936 9194.1
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 122.8 268948 9194.1
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 148.4 268974 9194.3
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 183.0 269008 9194.5
## - TEAM_BATTING_SO 1 230.3 269055 9194.9
## <none> 268825 9195.3
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 302.4 269128 9195.4
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 318.6 269144 9195.5
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 350.5 269176 9195.7
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 358.1 269183 9195.7
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 382.3 269207 9195.9
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 389.9 269215 9195.9
## - TEAM_BATTING_BB 1 425.5 269251 9196.2
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 426.6 269252 9196.2
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 562.4 269388 9197.1
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 645.5 269471 9197.7
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 672.8 269498 9197.9
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 716.6 269542 9198.2
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 723.5 269549 9198.2
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 774.9 269600 9198.5
## - TEAM_BATTING_3B 1 780.2 269605 9198.6
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 802.4 269628 9198.7
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 844.3 269669 9199.0
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 856.0 269681 9199.1
## - TEAM_BATTING_HR 1 888.5 269714 9199.3
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 1014.4 269840 9200.2
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 1061.7 269887 9200.5
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 1137.6 269963 9201.0
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1182.9 270008 9201.3
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1200.1 270025 9201.4
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1207.8 270033 9201.5
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1500.7 270326 9203.4
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 1508.9 270334 9203.5
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1857.6 270683 9205.8
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1874.3 270699 9206.0
## - TEAM_FIELDING_E 1 2195.1 271020 9208.1
## - TEAM_FIELDING_DP 1 2207.4 271033 9208.2
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2397.0 271222 9209.5
## - TEAM_BASERUN_SB 1 2528.9 271354 9210.4
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 2713.1 271538 9211.6
## - TEAM_BATTING_2B 1 3878.0 272703 9219.4
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 4141.8 272967 9221.1
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 4542.5 273368 9223.8
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 4586.3 273411 9224.1
##
## Step: AIC=9193.39
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB +
## TEAM_BASERUN_CS + TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_E` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_CS` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_HR:TEAM_FIELDING_DP` +
## `TEAM_BATTING_BB:TEAM_BATTING_SO` + `TEAM_BATTING_BB:TEAM_BASERUN_SB` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_FIELDING_DP` + `TEAM_BATTING_SO:TEAM_BASERUN_SB` +
## `TEAM_BATTING_SO:TEAM_BASERUN_CS` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_BASERUN_CS:TEAM_FIELDING_DP` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 38.9 268876 9191.7
## - `TEAM_BATTING_BB:TEAM_BASERUN_SB` 1 50.7 268888 9191.7
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 51.7 268889 9191.7
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 56.0 268893 9191.8
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 62.6 268900 9191.8
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 66.7 268904 9191.8
## - TEAM_BASERUN_CS 1 86.3 268923 9192.0
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 121.3 268958 9192.2
## - TEAM_BATTING_H 1 125.4 268962 9192.2
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 172.2 269009 9192.6
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 183.7 269021 9192.6
## - TEAM_BATTING_SO 1 255.0 269092 9193.1
## <none> 268837 9193.4
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 319.1 269156 9193.5
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 320.4 269157 9193.6
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 347.5 269184 9193.7
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 356.4 269193 9193.8
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 379.0 269216 9194.0
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 383.2 269220 9194.0
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 420.6 269257 9194.2
## - TEAM_BATTING_BB 1 426.5 269263 9194.3
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 569.4 269406 9195.2
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 646.8 269484 9195.8
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 675.8 269513 9196.0
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 725.1 269562 9196.3
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 726.1 269563 9196.3
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 774.6 269612 9196.6
## - TEAM_BATTING_3B 1 780.2 269617 9196.7
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 810.6 269647 9196.9
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 852.4 269689 9197.2
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 860.9 269698 9197.2
## - TEAM_BATTING_HR 1 934.5 269771 9197.7
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 1013.0 269850 9198.2
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 1059.4 269896 9198.5
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 1138.5 269975 9199.1
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1196.9 270034 9199.5
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1198.9 270036 9199.5
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1205.4 270042 9199.5
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1495.9 270333 9201.5
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 1510.0 270347 9201.6
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1867.0 270704 9204.0
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1896.2 270733 9204.2
## - TEAM_FIELDING_E 1 2187.6 271025 9206.1
## - TEAM_FIELDING_DP 1 2202.9 271040 9206.2
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2385.4 271222 9207.5
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 2722.5 271559 9209.7
## - TEAM_BASERUN_SB 1 2943.8 271781 9211.2
## - TEAM_BATTING_2B 1 3869.0 272706 9217.4
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 4149.2 272986 9219.3
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 4555.7 273393 9222.0
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 4590.4 273427 9222.2
##
## Step: AIC=9191.65
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB +
## TEAM_BASERUN_CS + TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_E` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_HR:TEAM_FIELDING_DP` + `TEAM_BATTING_BB:TEAM_BATTING_SO` +
## `TEAM_BATTING_BB:TEAM_BASERUN_SB` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_FIELDING_DP` +
## `TEAM_BATTING_SO:TEAM_BASERUN_SB` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_DP` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_BB:TEAM_BASERUN_SB` 1 49.9 268926 9190.0
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 49.9 268926 9190.0
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 56.8 268933 9190.0
## - TEAM_BASERUN_CS 1 58.0 268934 9190.0
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 61.4 268937 9190.1
## - TEAM_BATTING_H 1 102.4 268978 9190.3
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 123.6 268999 9190.5
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 135.9 269012 9190.6
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 153.4 269029 9190.7
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 206.3 269082 9191.0
## - TEAM_BATTING_SO 1 222.6 269098 9191.2
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 284.2 269160 9191.6
## <none> 268876 9191.7
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 318.0 269194 9191.8
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 328.3 269204 9191.9
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 368.6 269244 9192.1
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 371.7 269247 9192.2
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 383.7 269259 9192.2
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 419.9 269296 9192.5
## - TEAM_BATTING_BB 1 441.0 269317 9192.6
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 565.1 269441 9193.5
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 630.1 269506 9193.9
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 680.0 269556 9194.2
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 714.1 269590 9194.5
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 727.1 269603 9194.6
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 764.8 269641 9194.8
## - TEAM_BATTING_3B 1 771.8 269648 9194.9
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 826.3 269702 9195.2
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 846.3 269722 9195.4
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 863.1 269739 9195.5
## - TEAM_BATTING_HR 1 897.3 269773 9195.7
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 1019.1 269895 9196.5
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 1064.1 269940 9196.8
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 1137.0 270013 9197.3
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1187.6 270063 9197.7
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1189.1 270065 9197.7
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1203.3 270079 9197.8
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1506.8 270383 9199.8
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 1519.1 270395 9199.9
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1851.0 270727 9202.1
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1882.5 270758 9202.3
## - TEAM_FIELDING_DP 1 2184.2 271060 9204.4
## - TEAM_FIELDING_E 1 2297.9 271174 9205.1
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2411.3 271287 9205.9
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 2727.7 271603 9208.0
## - TEAM_BASERUN_SB 1 2955.7 271831 9209.5
## - TEAM_BATTING_2B 1 3835.1 272711 9215.4
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 4127.9 273004 9217.4
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 4561.2 273437 9220.3
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 4617.9 273494 9220.6
##
## Step: AIC=9189.99
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB +
## TEAM_BASERUN_CS + TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_E` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_HR:TEAM_FIELDING_DP` + `TEAM_BATTING_BB:TEAM_BATTING_SO` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_FIELDING_DP` + `TEAM_BATTING_SO:TEAM_BASERUN_SB` +
## `TEAM_BATTING_SO:TEAM_BASERUN_CS` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_BASERUN_CS:TEAM_FIELDING_DP` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 57.0 268983 9188.4
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 58.5 268984 9188.4
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 60.5 268986 9188.4
## - TEAM_BASERUN_CS 1 61.6 268987 9188.4
## - TEAM_BATTING_H 1 104.6 269030 9188.7
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 125.1 269051 9188.8
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 133.2 269059 9188.9
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 152.7 269078 9189.0
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 191.7 269117 9189.3
## - TEAM_BATTING_SO 1 222.6 269148 9189.5
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 288.7 269214 9189.9
## <none> 268926 9190.0
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 343.9 269270 9190.3
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 361.3 269287 9190.4
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 369.8 269295 9190.5
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 374.0 269300 9190.5
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 409.2 269335 9190.8
## - TEAM_BATTING_BB 1 454.1 269380 9191.1
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 483.6 269409 9191.3
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 584.7 269510 9191.9
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 630.2 269556 9192.2
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 747.6 269673 9193.0
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 750.8 269676 9193.1
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 769.3 269695 9193.2
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 774.2 269700 9193.2
## - TEAM_BATTING_3B 1 792.1 269718 9193.3
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 837.9 269764 9193.7
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 881.8 269807 9193.9
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 886.1 269812 9194.0
## - TEAM_BATTING_HR 1 897.7 269823 9194.1
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 1095.2 270021 9195.4
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 1120.7 270046 9195.6
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 1159.1 270085 9195.8
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1175.4 270101 9195.9
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1243.4 270169 9196.4
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1266.7 270192 9196.5
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 1507.8 270433 9198.2
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1652.0 270578 9199.1
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1843.2 270769 9200.4
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1853.0 270779 9200.5
## - TEAM_FIELDING_DP 1 2160.7 271086 9202.6
## - TEAM_FIELDING_E 1 2313.0 271239 9203.6
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2566.3 271492 9205.3
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 2687.9 271614 9206.1
## - TEAM_BASERUN_SB 1 2953.3 271879 9207.9
## - TEAM_BATTING_2B 1 3862.6 272788 9213.9
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 4145.2 273071 9215.8
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 4583.9 273510 9218.7
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 4662.3 273588 9219.3
##
## Step: AIC=9188.37
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB +
## TEAM_BASERUN_CS + TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_E` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_HR:TEAM_FIELDING_DP` +
## `TEAM_BATTING_BB:TEAM_BATTING_SO` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_FIELDING_DP` +
## `TEAM_BATTING_SO:TEAM_BASERUN_SB` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_DP` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 60.3 269043 9186.8
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 61.9 269045 9186.8
## - TEAM_BASERUN_CS 1 62.5 269045 9186.8
## - TEAM_BATTING_H 1 107.4 269090 9187.1
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 128.2 269111 9187.2
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 155.1 269138 9187.4
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 163.2 269146 9187.5
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 191.3 269174 9187.7
## - TEAM_BATTING_SO 1 218.7 269201 9187.9
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 289.5 269272 9188.3
## <none> 268983 9188.4
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 325.3 269308 9188.6
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 357.4 269340 9188.8
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 385.7 269368 9189.0
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 399.4 269382 9189.1
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 410.6 269393 9189.2
## - TEAM_BATTING_BB 1 485.0 269468 9189.7
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 525.0 269508 9189.9
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 571.3 269554 9190.2
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 596.0 269579 9190.4
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 718.8 269701 9191.2
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 756.2 269739 9191.5
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 801.2 269784 9191.8
## - TEAM_BATTING_3B 1 808.6 269791 9191.8
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 834.6 269817 9192.0
## - TEAM_BATTING_HR 1 847.2 269830 9192.1
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 870.2 269853 9192.3
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 880.6 269863 9192.3
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 887.0 269870 9192.4
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1123.6 270106 9194.0
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 1123.8 270106 9194.0
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 1125.4 270108 9194.0
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 1168.7 270151 9194.3
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1232.4 270215 9194.7
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1278.3 270261 9195.0
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 1468.4 270451 9196.3
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1656.7 270639 9197.6
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1798.2 270781 9198.5
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1817.1 270800 9198.6
## - TEAM_FIELDING_DP 1 2132.8 271115 9200.7
## - TEAM_FIELDING_E 1 2322.5 271305 9202.0
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 2636.9 271620 9204.1
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2687.4 271670 9204.5
## - TEAM_BASERUN_SB 1 2961.0 271944 9206.3
## - TEAM_BATTING_2B 1 3826.4 272809 9212.1
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 4710.5 273693 9218.0
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 4740.5 273723 9218.2
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 5223.8 274206 9221.4
##
## Step: AIC=9186.78
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB +
## TEAM_BASERUN_CS + TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_E` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_HR:TEAM_FIELDING_DP` + `TEAM_BATTING_BB:TEAM_BATTING_SO` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_FIELDING_DP` + `TEAM_BATTING_SO:TEAM_BASERUN_SB` +
## `TEAM_BATTING_SO:TEAM_BASERUN_CS` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_BASERUN_CS:TEAM_FIELDING_DP` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - TEAM_BASERUN_CS 1 64.4 269107 9185.2
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 67.9 269111 9185.2
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 125.1 269168 9185.6
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 150.4 269193 9185.8
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 162.1 269205 9185.9
## - TEAM_BATTING_H 1 167.2 269210 9185.9
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 185.5 269229 9186.0
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 265.1 269308 9186.6
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 287.0 269330 9186.7
## - TEAM_BATTING_SO 1 289.9 269333 9186.7
## <none> 269043 9186.8
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 354.5 269397 9187.2
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 397.6 269441 9187.5
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 397.9 269441 9187.5
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 457.9 269501 9187.9
## - TEAM_BATTING_BB 1 467.2 269510 9187.9
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 528.0 269571 9188.4
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 550.7 269594 9188.5
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 629.1 269672 9189.0
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 677.7 269721 9189.4
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 748.1 269791 9189.8
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 806.3 269849 9190.2
## - TEAM_BATTING_HR 1 807.3 269850 9190.2
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 828.9 269872 9190.4
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 838.1 269881 9190.4
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 897.4 269940 9190.8
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 961.9 270005 9191.3
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 1065.3 270108 9192.0
## - TEAM_BATTING_3B 1 1111.4 270154 9192.3
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 1180.8 270224 9192.8
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 1188.8 270232 9192.8
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1191.2 270234 9192.8
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1207.8 270251 9192.9
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1245.4 270288 9193.2
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 1478.5 270521 9194.8
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1833.9 270877 9197.1
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1841.8 270885 9197.2
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1901.8 270945 9197.6
## - TEAM_FIELDING_DP 1 2179.1 271222 9199.5
## - TEAM_FIELDING_E 1 2263.8 271307 9200.0
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 2602.8 271646 9202.3
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2650.6 271694 9202.6
## - TEAM_BASERUN_SB 1 3246.3 272289 9206.6
## - TEAM_BATTING_2B 1 4272.4 273315 9213.5
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 4696.1 273739 9216.3
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 5511.0 274554 9221.7
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 6179.5 275223 9226.1
##
## Step: AIC=9185.22
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB +
## TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_E` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_HR:TEAM_FIELDING_DP` + `TEAM_BATTING_BB:TEAM_BATTING_SO` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_FIELDING_DP` + `TEAM_BATTING_SO:TEAM_BASERUN_SB` +
## `TEAM_BATTING_SO:TEAM_BASERUN_CS` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_BASERUN_CS:TEAM_FIELDING_DP` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 60.6 269168 9183.6
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 101.0 269208 9183.9
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 103.7 269211 9183.9
## - TEAM_BATTING_H 1 112.2 269220 9184.0
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 140.9 269248 9184.2
## - TEAM_BATTING_SO 1 239.9 269347 9184.8
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 269.0 269376 9185.0
## <none> 269107 9185.2
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 334.2 269442 9185.5
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 336.5 269444 9185.5
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 349.8 269457 9185.6
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 406.9 269514 9186.0
## - TEAM_BATTING_BB 1 486.5 269594 9186.5
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 502.4 269610 9186.6
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 506.4 269614 9186.6
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 542.0 269649 9186.9
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 643.6 269751 9187.6
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 684.6 269792 9187.8
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 720.6 269828 9188.1
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 729.8 269837 9188.1
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 803.2 269911 9188.6
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 808.2 269916 9188.7
## - TEAM_BATTING_HR 1 816.4 269924 9188.7
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 839.2 269947 9188.9
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 871.4 269979 9189.1
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 938.2 270046 9189.6
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 1036.5 270144 9190.2
## - TEAM_BATTING_3B 1 1119.2 270227 9190.8
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 1136.4 270244 9190.9
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1159.2 270267 9191.0
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1190.4 270298 9191.3
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 1219.7 270327 9191.4
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1244.3 270352 9191.6
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 1457.1 270564 9193.0
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1777.9 270885 9195.2
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1831.6 270939 9195.6
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1921.4 271029 9196.2
## - TEAM_FIELDING_DP 1 2120.6 271228 9197.5
## - TEAM_FIELDING_E 1 2227.5 271335 9198.2
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 2611.0 271718 9200.8
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2638.4 271746 9201.0
## - TEAM_BASERUN_SB 1 3242.7 272350 9205.0
## - TEAM_BATTING_2B 1 4245.7 273353 9211.7
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 4729.3 273837 9214.9
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 5489.0 274596 9220.0
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 6201.8 275309 9224.7
##
## Step: AIC=9183.63
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB +
## TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_E` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_HR:TEAM_FIELDING_DP` + `TEAM_BATTING_BB:TEAM_BATTING_SO` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_SO:TEAM_BASERUN_SB` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_DP` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 79.6 269248 9182.2
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 121.5 269289 9182.4
## - TEAM_BATTING_H 1 127.4 269295 9182.5
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 144.2 269312 9182.6
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 259.7 269428 9183.4
## - TEAM_BATTING_SO 1 263.6 269432 9183.4
## <none> 269168 9183.6
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 310.9 269479 9183.7
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 347.9 269516 9184.0
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 397.3 269565 9184.3
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 499.1 269667 9185.0
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 528.3 269696 9185.2
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 534.6 269703 9185.2
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 571.4 269739 9185.5
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 674.0 269842 9186.2
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 696.7 269865 9186.3
## - TEAM_BATTING_BB 1 710.9 269879 9186.4
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 744.6 269913 9186.7
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 751.5 269919 9186.7
## - TEAM_BATTING_HR 1 782.3 269950 9186.9
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 787.0 269955 9186.9
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 807.9 269976 9187.1
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 931.8 270100 9187.9
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 937.6 270106 9188.0
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 950.2 270118 9188.0
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 1026.6 270195 9188.6
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 1121.9 270290 9189.2
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1141.1 270309 9189.3
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1205.1 270373 9189.8
## - TEAM_BATTING_3B 1 1205.6 270374 9189.8
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1208.8 270377 9189.8
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 1230.2 270398 9189.9
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 1427.6 270596 9191.3
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1761.9 270930 9193.5
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1838.3 271006 9194.0
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2029.1 271197 9195.3
## - TEAM_FIELDING_DP 1 2068.0 271236 9195.6
## - TEAM_FIELDING_E 1 2258.4 271426 9196.8
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 2632.1 271800 9199.3
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 3048.0 272216 9202.1
## - TEAM_BASERUN_SB 1 3202.4 272370 9203.2
## - TEAM_BATTING_2B 1 4226.3 273394 9210.0
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 4754.9 273923 9213.5
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 5643.6 274812 9219.4
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 6241.4 275409 9223.3
##
## Step: AIC=9182.17
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB +
## TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_E` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_HR:TEAM_FIELDING_DP` + `TEAM_BATTING_BB:TEAM_BATTING_SO` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_SO:TEAM_BASERUN_SB` +
## `TEAM_BATTING_SO:TEAM_BASERUN_CS` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_BASERUN_CS:TEAM_FIELDING_DP` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 143.9 269392 9181.1
## - TEAM_BATTING_H 1 150.7 269398 9181.2
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 194.1 269442 9181.5
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 262.7 269510 9181.9
## <none> 269248 9182.2
## - TEAM_BATTING_SO 1 308.8 269556 9182.3
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 350.4 269598 9182.5
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 356.8 269604 9182.6
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 419.4 269667 9183.0
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 487.5 269735 9183.5
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 494.9 269742 9183.5
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 517.2 269765 9183.7
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 547.7 269795 9183.9
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 594.3 269842 9184.2
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 706.5 269954 9184.9
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 739.0 269987 9185.2
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 748.5 269996 9185.2
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 759.3 270007 9185.3
## - TEAM_BATTING_HR 1 791.0 270039 9185.5
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 816.0 270064 9185.7
## - TEAM_BATTING_BB 1 866.8 270114 9186.0
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 918.5 270166 9186.4
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 928.9 270177 9186.4
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 965.3 270213 9186.7
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 1027.5 270275 9187.1
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 1098.5 270346 9187.6
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1161.0 270409 9188.0
## - TEAM_BATTING_3B 1 1197.9 270446 9188.2
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1217.4 270465 9188.4
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1238.4 270486 9188.5
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 1246.3 270494 9188.6
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 1424.2 270672 9189.8
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1803.8 271051 9192.3
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1830.1 271078 9192.5
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2015.2 271263 9193.7
## - TEAM_FIELDING_DP 1 2085.2 271333 9194.2
## - TEAM_FIELDING_E 1 2273.3 271521 9195.5
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 2605.1 271853 9197.7
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2969.8 272217 9200.1
## - TEAM_BASERUN_SB 1 3258.0 272506 9202.1
## - TEAM_BATTING_2B 1 4245.0 273493 9208.6
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 4727.5 273975 9211.8
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 5632.3 274880 9217.8
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 6239.2 275487 9221.9
##
## Step: AIC=9181.14
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB +
## TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_HR:TEAM_FIELDING_DP` +
## `TEAM_BATTING_BB:TEAM_BATTING_SO` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_SO:TEAM_BASERUN_SB` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_DP` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - TEAM_BATTING_H 1 128.5 269520 9180.0
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 200.5 269592 9180.5
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 222.8 269614 9180.6
## <none> 269392 9181.1
## - TEAM_BATTING_SO 1 319.5 269711 9181.3
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 328.2 269720 9181.4
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 332.2 269724 9181.4
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 375.6 269767 9181.7
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 453.1 269845 9182.2
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 497.6 269889 9182.5
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 525.1 269917 9182.7
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 548.1 269940 9182.8
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 589.9 269981 9183.1
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 673.3 270065 9183.7
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 706.9 270098 9183.9
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 736.5 270128 9184.1
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 767.5 270159 9184.3
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 807.3 270199 9184.6
## - TEAM_BATTING_BB 1 838.3 270230 9184.8
## - TEAM_BATTING_HR 1 884.3 270276 9185.1
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 911.7 270303 9185.3
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 924.5 270316 9185.4
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 973.8 270365 9185.7
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 1051.1 270443 9186.2
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 1093.4 270485 9186.5
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1151.3 270543 9186.9
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1175.9 270567 9187.1
## - TEAM_BATTING_3B 1 1270.1 270662 9187.7
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 1321.8 270713 9188.0
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1345.3 270737 9188.2
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 1376.9 270768 9188.4
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1669.7 271061 9190.4
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1817.5 271209 9191.4
## - TEAM_FIELDING_DP 1 2091.7 271483 9193.2
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2160.6 271552 9193.7
## - TEAM_FIELDING_E 1 2179.4 271571 9193.8
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 2839.0 272231 9198.2
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2903.5 272295 9198.7
## - TEAM_BASERUN_SB 1 3115.1 272507 9200.1
## - TEAM_BATTING_2B 1 4115.4 273507 9206.7
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 5503.8 274895 9215.9
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 6055.9 275447 9219.6
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 6201.7 275593 9220.6
##
## Step: AIC=9180.01
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB + TEAM_FIELDING_E +
## TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_HR:TEAM_FIELDING_DP` + `TEAM_BATTING_BB:TEAM_BATTING_SO` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_SO:TEAM_BASERUN_SB` +
## `TEAM_BATTING_SO:TEAM_BASERUN_CS` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_BASERUN_CS:TEAM_FIELDING_DP` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 110.9 269631 9178.8
## - TEAM_BATTING_SO 1 211.2 269731 9179.4
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 236.4 269756 9179.6
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 291.7 269812 9180.0
## <none> 269520 9180.0
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 435.8 269956 9180.9
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 439.2 269959 9181.0
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 446.3 269966 9181.0
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 500.2 270020 9181.4
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 527.0 270047 9181.6
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 540.3 270060 9181.7
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 543.8 270064 9181.7
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 597.0 270117 9182.0
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 698.5 270218 9182.7
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 716.2 270236 9182.8
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 720.5 270240 9182.9
## - TEAM_BATTING_HR 1 758.3 270278 9183.1
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 796.0 270316 9183.4
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 803.5 270324 9183.4
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 853.7 270374 9183.8
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 989.5 270510 9184.7
## - TEAM_BATTING_BB 1 993.2 270513 9184.7
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 1103.4 270623 9185.4
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 1116.9 270637 9185.5
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1124.4 270644 9185.6
## - TEAM_BATTING_3B 1 1141.7 270662 9185.7
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 1259.5 270780 9186.5
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 1275.9 270796 9186.6
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1458.3 270978 9187.8
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1766.9 271287 9189.9
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1811.1 271331 9190.2
## - TEAM_FIELDING_DP 1 2024.4 271544 9191.6
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2044.7 271565 9191.8
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 2110.5 271631 9192.2
## - TEAM_FIELDING_E 1 2115.2 271635 9192.2
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 2846.2 272366 9197.1
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2877.8 272398 9197.3
## - TEAM_BASERUN_SB 1 3374.0 272894 9200.6
## - TEAM_BATTING_2B 1 4075.4 273595 9205.3
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 5719.1 275239 9216.2
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 5940.7 275461 9217.7
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 6201.6 275722 9219.4
##
## Step: AIC=9178.76
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB + TEAM_FIELDING_E +
## TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_HR:TEAM_FIELDING_DP` +
## `TEAM_BATTING_BB:TEAM_BATTING_SO` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_SO:TEAM_BASERUN_SB` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_DP` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 125.6 269757 9177.6
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 273.7 269905 9178.6
## <none> 269631 9178.8
## - TEAM_BATTING_SO 1 315.0 269946 9178.9
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 330.5 269961 9179.0
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 435.5 270066 9179.7
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 463.2 270094 9179.9
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 505.1 270136 9180.2
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 551.0 270182 9180.5
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 574.7 270206 9180.6
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 625.2 270256 9181.0
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 647.9 270279 9181.1
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 742.0 270373 9181.8
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 782.6 270414 9182.0
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 793.5 270424 9182.1
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 818.8 270450 9182.3
## - TEAM_BATTING_HR 1 852.1 270483 9182.5
## - TEAM_BATTING_BB 1 938.6 270570 9183.1
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 966.7 270598 9183.3
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 995.0 270626 9183.5
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 999.8 270631 9183.5
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1151.1 270782 9184.5
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 1157.7 270789 9184.6
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 1175.8 270807 9184.7
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 1238.8 270870 9185.1
## - TEAM_BATTING_3B 1 1275.2 270906 9185.3
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1491.3 271122 9186.8
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 1493.5 271124 9186.8
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1674.5 271306 9188.0
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1700.7 271332 9188.2
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2194.5 271826 9191.5
## - TEAM_FIELDING_E 1 2658.2 272289 9194.6
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 2718.6 272350 9195.0
## - TEAM_FIELDING_DP 1 2810.8 272442 9195.6
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 2821.9 272453 9195.7
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2866.0 272497 9196.0
## - TEAM_BASERUN_SB 1 3341.4 272972 9199.2
## - TEAM_BATTING_2B 1 4045.8 273677 9203.9
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 5874.1 275505 9216.0
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 6137.2 275768 9217.7
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 6221.1 275852 9218.3
##
## Step: AIC=9177.6
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB + TEAM_FIELDING_E +
## TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_HR:TEAM_FIELDING_DP` + `TEAM_BATTING_BB:TEAM_BATTING_SO` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_SO:TEAM_BASERUN_SB` +
## `TEAM_BATTING_SO:TEAM_BASERUN_CS` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_BASERUN_CS:TEAM_FIELDING_DP` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - TEAM_BATTING_SO 1 283.7 270040 9177.5
## <none> 269757 9177.6
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 297.4 270054 9177.6
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 437.5 270194 9178.6
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 488.7 270245 9178.9
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 489.1 270246 9178.9
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 511.1 270268 9179.0
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 532.7 270289 9179.2
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 576.1 270333 9179.5
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 676.7 270433 9180.2
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 744.3 270501 9180.6
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 754.3 270511 9180.7
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 786.5 270543 9180.9
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 801.3 270558 9181.0
## - TEAM_BATTING_HR 1 819.8 270576 9181.1
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 844.4 270601 9181.3
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 892.0 270649 9181.6
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 910.7 270667 9181.7
## - TEAM_BATTING_BB 1 920.8 270677 9181.8
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 946.6 270703 9182.0
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 1072.4 270829 9182.8
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 1179.0 270936 9183.5
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1182.2 270939 9183.6
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 1242.6 270999 9184.0
## - TEAM_BATTING_3B 1 1270.0 271027 9184.2
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 1484.5 271241 9185.6
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1517.2 271274 9185.8
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1667.7 271424 9186.8
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1794.8 271551 9187.7
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2179.1 271936 9190.2
## - TEAM_FIELDING_E 1 2567.8 272324 9192.8
## - TEAM_FIELDING_DP 1 2688.7 272445 9193.7
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 2725.1 272482 9193.9
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 2796.9 272554 9194.4
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2886.1 272643 9195.0
## - TEAM_BASERUN_SB 1 3380.2 273137 9198.3
## - TEAM_BATTING_2B 1 3923.6 273680 9201.9
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 5871.7 275628 9214.8
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 6059.5 275816 9216.0
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 6206.6 275963 9217.0
##
## Step: AIC=9177.52
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BASERUN_SB + TEAM_FIELDING_E + TEAM_FIELDING_DP +
## `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_HR:TEAM_FIELDING_DP` + `TEAM_BATTING_BB:TEAM_BATTING_SO` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_SO:TEAM_BASERUN_SB` +
## `TEAM_BATTING_SO:TEAM_BASERUN_CS` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_BASERUN_CS:TEAM_FIELDING_DP` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 236.8 270277 9177.1
## <none> 270040 9177.5
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 366.5 270407 9178.0
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 478.2 270519 9178.7
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 495.7 270536 9178.9
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 560.8 270601 9179.3
## - TEAM_BATTING_HR 1 573.1 270613 9179.4
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 576.5 270617 9179.4
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 590.2 270630 9179.5
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 656.0 270696 9179.9
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 742.4 270783 9180.5
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 744.5 270785 9180.5
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 831.8 270872 9181.1
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 877.4 270918 9181.4
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 975.7 271016 9182.1
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1060.9 271101 9182.7
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1116.3 271157 9183.0
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 1138.8 271179 9183.2
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 1169.1 271209 9183.4
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 1189.2 271230 9183.5
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 1212.8 271253 9183.7
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 1219.1 271259 9183.7
## - TEAM_BATTING_BB 1 1331.0 271371 9184.5
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1444.2 271485 9185.2
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1462.5 271503 9185.3
## - TEAM_BATTING_3B 1 1649.9 271690 9186.6
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1855.9 271896 9188.0
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 2092.9 272133 9189.6
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2192.8 272233 9190.2
## - TEAM_FIELDING_E 1 2347.1 272387 9191.3
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 2720.5 272761 9193.8
## - TEAM_BASERUN_SB 1 3166.4 273207 9196.7
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 3264.4 273305 9197.4
## - TEAM_FIELDING_DP 1 3319.7 273360 9197.8
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 4100.3 274141 9202.9
## - TEAM_BATTING_2B 1 4791.5 274832 9207.5
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 5745.9 275786 9213.8
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 6587.7 276628 9219.4
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 8274.3 278315 9230.4
##
## Step: AIC=9177.11
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BASERUN_SB + TEAM_FIELDING_E + TEAM_FIELDING_DP +
## `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_HR:TEAM_FIELDING_DP` +
## `TEAM_BATTING_BB:TEAM_BATTING_SO` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_SO:TEAM_BASERUN_SB` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_DP` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## <none> 270277 9177.1
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 399.6 270677 9177.8
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 516.0 270793 9178.6
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 562.1 270839 9178.9
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 580.0 270857 9179.0
## - TEAM_BATTING_HR 1 657.2 270934 9179.5
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 694.7 270972 9179.8
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 807.6 271085 9180.5
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 856.5 271134 9180.9
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 932.2 271209 9181.4
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 933.8 271211 9181.4
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 965.4 271243 9181.6
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 991.6 271269 9181.8
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1115.1 271392 9182.6
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 1127.3 271404 9182.7
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 1154.4 271432 9182.9
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 1154.9 271432 9182.9
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1177.4 271455 9183.0
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 1192.3 271469 9183.1
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 1251.5 271529 9183.5
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1336.4 271614 9184.1
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1369.1 271646 9184.3
## - TEAM_BATTING_BB 1 1492.1 271769 9185.1
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1627.6 271905 9186.0
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1855.1 272132 9187.6
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 2031.1 272308 9188.7
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 2542.3 272819 9192.2
## - TEAM_FIELDING_E 1 2546.3 272823 9192.2
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2876.1 273153 9194.4
## - TEAM_FIELDING_DP 1 3149.9 273427 9196.2
## - TEAM_BATTING_3B 1 3274.0 273551 9197.0
## - TEAM_BASERUN_SB 1 3284.6 273562 9197.1
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 3468.6 273746 9198.3
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 3874.3 274151 9201.0
## - TEAM_BATTING_2B 1 4890.4 275167 9207.7
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 6178.8 276456 9216.3
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 10311.6 280589 9243.3
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 11059.6 281337 9248.1
## Start: AIC=9202.92
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB +
## TEAM_BASERUN_CS + TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_E` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_BASERUN_CS` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_BASERUN_CS` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_HR:TEAM_FIELDING_DP` + `TEAM_BATTING_BB:TEAM_BATTING_SO` +
## `TEAM_BATTING_BB:TEAM_BASERUN_SB` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_FIELDING_DP` +
## `TEAM_BATTING_SO:TEAM_BASERUN_SB` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BATTING_SO:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_SB:TEAM_BASERUN_CS` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_DP` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 0.0 268179 9200.9
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 0.1 268179 9200.9
## - TEAM_BATTING_BB 1 0.1 268179 9200.9
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 0.2 268179 9200.9
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 0.2 268179 9200.9
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 1.1 268180 9200.9
## - `TEAM_BATTING_BB:TEAM_BASERUN_SB` 1 1.3 268180 9200.9
## - `TEAM_BASERUN_SB:TEAM_BASERUN_CS` 1 3.7 268182 9200.9
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 6.2 268185 9201.0
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 10.7 268189 9201.0
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 12.7 268191 9201.0
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 12.8 268192 9201.0
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 15.9 268195 9201.0
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 62.9 268242 9201.3
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 76.3 268255 9201.4
## - TEAM_BATTING_SO 1 117.8 268297 9201.7
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 135.9 268315 9201.8
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 163.6 268342 9202.0
## - TEAM_BASERUN_CS 1 203.8 268383 9202.3
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 228.0 268407 9202.5
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 241.4 268420 9202.6
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 280.1 268459 9202.8
## <none> 268179 9202.9
## - TEAM_BATTING_H 1 318.3 268497 9203.1
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 363.0 268542 9203.4
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 430.4 268609 9203.8
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 444.4 268623 9203.9
## - TEAM_BATTING_3B 1 505.4 268684 9204.3
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 528.2 268707 9204.5
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 542.6 268721 9204.6
## - TEAM_FIELDING_E 1 610.6 268789 9205.1
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 627.8 268807 9205.2
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 762.5 268941 9206.1
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 789.0 268968 9206.3
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 827.8 269007 9206.5
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 829.1 269008 9206.5
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 836.4 269015 9206.6
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 899.8 269079 9207.0
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1018.6 269197 9207.8
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 1092.8 269272 9208.3
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1213.6 269392 9209.1
## - TEAM_FIELDING_DP 1 1369.4 269548 9210.2
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1452.6 269631 9210.8
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1468.3 269647 9210.9
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1500.0 269679 9211.1
## - TEAM_BATTING_HR 1 1742.6 269921 9212.7
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1927.9 270107 9214.0
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 1965.4 270144 9214.2
## - TEAM_BASERUN_SB 1 2137.0 270316 9215.4
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2465.6 270644 9217.6
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 4468.1 272647 9231.0
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 4514.7 272694 9231.3
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 4594.7 272773 9231.9
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 4597.6 272776 9231.9
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 5598.4 273777 9238.5
## - TEAM_BATTING_2B 1 6274.8 274454 9243.0
##
## Step: AIC=9200.92
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB +
## TEAM_BASERUN_CS + TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_BASERUN_SB` + `TEAM_BATTING_HR:TEAM_BASERUN_CS` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_HR:TEAM_FIELDING_DP` +
## `TEAM_BATTING_BB:TEAM_BATTING_SO` + `TEAM_BATTING_BB:TEAM_BASERUN_SB` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_FIELDING_DP` + `TEAM_BATTING_SO:TEAM_BASERUN_SB` +
## `TEAM_BATTING_SO:TEAM_BASERUN_CS` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BATTING_SO:TEAM_FIELDING_DP` + `TEAM_BASERUN_SB:TEAM_BASERUN_CS` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_BASERUN_CS:TEAM_FIELDING_DP` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 0.1 268179 9198.9
## - TEAM_BATTING_BB 1 0.1 268179 9198.9
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 0.2 268179 9198.9
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 0.2 268179 9198.9
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 1.2 268180 9198.9
## - `TEAM_BATTING_BB:TEAM_BASERUN_SB` 1 1.3 268180 9198.9
## - `TEAM_BASERUN_SB:TEAM_BASERUN_CS` 1 3.7 268183 9198.9
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 6.2 268185 9199.0
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 10.6 268189 9199.0
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 12.7 268192 9199.0
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 14.0 268193 9199.0
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 16.1 268195 9199.0
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 62.9 268242 9199.3
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 79.4 268258 9199.5
## - TEAM_BATTING_SO 1 118.6 268297 9199.7
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 137.2 268316 9199.9
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 163.6 268342 9200.0
## - TEAM_BASERUN_CS 1 203.7 268383 9200.3
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 241.8 268421 9200.6
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 280.1 268459 9200.8
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 286.6 268465 9200.9
## <none> 268179 9200.9
## - TEAM_BATTING_H 1 318.4 268497 9201.1
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 362.9 268542 9201.4
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 431.0 268610 9201.8
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 484.4 268663 9202.2
## - TEAM_BATTING_3B 1 507.0 268686 9202.4
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 528.2 268707 9202.5
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 555.7 268734 9202.7
## - TEAM_FIELDING_E 1 613.1 268792 9203.1
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 630.5 268809 9203.2
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 791.2 268970 9204.3
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 797.4 268976 9204.3
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 829.1 269008 9204.5
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 831.2 269010 9204.6
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 843.6 269022 9204.6
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 940.6 269119 9205.3
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 1096.3 269275 9206.3
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1210.5 269389 9207.1
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1213.6 269392 9207.1
## - TEAM_FIELDING_DP 1 1369.5 269548 9208.2
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1457.2 269636 9208.8
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1501.6 269680 9209.1
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1505.2 269684 9209.1
## - TEAM_BATTING_HR 1 1832.5 270011 9211.3
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1928.4 270107 9212.0
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 1970.3 270149 9212.3
## - TEAM_BASERUN_SB 1 2143.9 270323 9213.4
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2481.8 270661 9215.7
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 4468.3 272647 9229.0
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 4598.5 272777 9229.9
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 4859.8 273039 9231.6
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 5473.1 273652 9235.7
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 5680.5 273859 9237.1
## - TEAM_BATTING_2B 1 6506.9 274686 9242.6
##
## Step: AIC=9198.92
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB +
## TEAM_BASERUN_CS + TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_BASERUN_SB` + `TEAM_BATTING_HR:TEAM_BASERUN_CS` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_HR:TEAM_FIELDING_DP` +
## `TEAM_BATTING_BB:TEAM_BATTING_SO` + `TEAM_BATTING_BB:TEAM_BASERUN_SB` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_FIELDING_DP` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BATTING_SO:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_SB:TEAM_BASERUN_CS` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_DP` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - TEAM_BATTING_BB 1 0.1 268179 9196.9
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 0.2 268179 9196.9
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 0.3 268179 9196.9
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 1.2 268180 9196.9
## - `TEAM_BATTING_BB:TEAM_BASERUN_SB` 1 1.4 268180 9196.9
## - `TEAM_BASERUN_SB:TEAM_BASERUN_CS` 1 3.7 268183 9196.9
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 6.1 268185 9197.0
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 11.2 268190 9197.0
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 12.6 268192 9197.0
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 14.3 268193 9197.0
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 16.2 268195 9197.0
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 62.9 268242 9197.3
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 79.4 268258 9197.5
## - TEAM_BATTING_SO 1 118.5 268297 9197.7
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 137.8 268317 9197.9
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 181.2 268360 9198.2
## - TEAM_BASERUN_CS 1 211.7 268391 9198.4
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 242.8 268422 9198.6
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 280.7 268460 9198.8
## <none> 268179 9198.9
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 304.0 268483 9199.0
## - TEAM_BATTING_H 1 320.3 268499 9199.1
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 365.5 268544 9199.4
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 431.0 268610 9199.8
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 487.8 268667 9200.2
## - TEAM_BATTING_3B 1 518.3 268697 9200.4
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 538.9 268718 9200.6
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 563.5 268742 9200.7
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 631.0 268810 9201.2
## - TEAM_FIELDING_E 1 655.0 268834 9201.4
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 800.1 268979 9202.3
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 829.0 269008 9202.5
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 832.3 269011 9202.6
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 844.1 269023 9202.6
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 1099.6 269279 9204.4
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 1145.0 269324 9204.7
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1220.1 269399 9205.2
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1220.8 269400 9205.2
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1233.8 269413 9205.3
## - TEAM_FIELDING_DP 1 1398.4 269577 9206.4
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1460.0 269639 9206.8
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1510.9 269690 9207.2
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1581.3 269760 9207.6
## - TEAM_BATTING_HR 1 1840.2 270019 9209.4
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1936.4 270115 9210.0
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 2019.1 270198 9210.6
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2506.1 270685 9213.9
## - TEAM_BASERUN_SB 1 3926.4 272105 9223.4
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 4479.2 272658 9227.1
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 4722.6 272901 9228.7
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 4860.9 273040 9229.6
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 5611.4 273790 9234.6
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 5778.3 273957 9235.7
## - TEAM_BATTING_2B 1 6507.0 274686 9240.6
##
## Step: AIC=9196.92
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_SO + TEAM_BASERUN_SB + TEAM_BASERUN_CS +
## TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_BASERUN_SB` + `TEAM_BATTING_HR:TEAM_BASERUN_CS` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_HR:TEAM_FIELDING_DP` +
## `TEAM_BATTING_BB:TEAM_BATTING_SO` + `TEAM_BATTING_BB:TEAM_BASERUN_SB` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_FIELDING_DP` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BATTING_SO:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_SB:TEAM_BASERUN_CS` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_DP` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 0.2 268179 9194.9
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 0.4 268179 9194.9
## - `TEAM_BATTING_BB:TEAM_BASERUN_SB` 1 1.4 268180 9194.9
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 2.6 268182 9194.9
## - `TEAM_BASERUN_SB:TEAM_BASERUN_CS` 1 3.7 268183 9194.9
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 6.1 268185 9195.0
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 11.2 268190 9195.0
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 12.9 268192 9195.0
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 14.4 268193 9195.0
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 16.2 268195 9195.0
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 70.7 268250 9195.4
## - TEAM_BATTING_SO 1 123.6 268303 9195.8
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 137.7 268317 9195.9
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 181.2 268360 9196.2
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 183.3 268362 9196.2
## - TEAM_BASERUN_CS 1 216.7 268396 9196.4
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 242.8 268422 9196.6
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 281.1 268460 9196.8
## <none> 268179 9196.9
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 307.4 268486 9197.0
## - TEAM_BATTING_H 1 333.0 268512 9197.2
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 366.4 268545 9197.4
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 430.9 268610 9197.8
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 498.9 268678 9198.3
## - TEAM_BATTING_3B 1 526.6 268706 9198.5
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 565.0 268744 9198.8
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 573.7 268753 9198.8
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 631.0 268810 9199.2
## - TEAM_FIELDING_E 1 659.7 268839 9199.4
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 834.6 269014 9200.6
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 845.0 269024 9200.7
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 850.9 269030 9200.7
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 930.1 269109 9201.2
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 1104.0 269283 9202.4
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 1145.9 269325 9202.7
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1220.1 269399 9203.2
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1231.9 269411 9203.3
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1263.8 269443 9203.5
## - TEAM_FIELDING_DP 1 1425.5 269605 9204.6
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1473.3 269652 9204.9
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1513.7 269693 9205.2
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1639.5 269819 9206.0
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1940.6 270120 9208.1
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 2020.1 270199 9208.6
## - TEAM_BATTING_HR 1 2112.8 270292 9209.2
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2755.2 270934 9213.5
## - TEAM_BASERUN_SB 1 3972.1 272151 9221.7
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 4489.2 272668 9225.2
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 4735.5 272914 9226.8
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 5095.3 273274 9229.2
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 5651.7 273831 9232.9
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 5824.9 274004 9234.1
## - TEAM_BATTING_2B 1 6509.9 274689 9238.6
##
## Step: AIC=9194.92
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_SO + TEAM_BASERUN_SB + TEAM_BASERUN_CS +
## TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_BASERUN_SB` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_HR:TEAM_FIELDING_DP` + `TEAM_BATTING_BB:TEAM_BATTING_SO` +
## `TEAM_BATTING_BB:TEAM_BASERUN_SB` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_FIELDING_DP` +
## `TEAM_BATTING_SO:TEAM_BASERUN_CS` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BATTING_SO:TEAM_FIELDING_DP` + `TEAM_BASERUN_SB:TEAM_BASERUN_CS` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_BASERUN_CS:TEAM_FIELDING_DP` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 0.4 268180 9192.9
## - `TEAM_BATTING_BB:TEAM_BASERUN_SB` 1 1.3 268181 9192.9
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 2.6 268182 9192.9
## - `TEAM_BASERUN_SB:TEAM_BASERUN_CS` 1 4.6 268184 9193.0
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 6.2 268185 9193.0
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 11.0 268190 9193.0
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 12.8 268192 9193.0
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 14.2 268193 9193.0
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 16.1 268195 9193.0
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 71.1 268250 9193.4
## - TEAM_BATTING_SO 1 128.1 268307 9193.8
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 138.2 268317 9193.9
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 183.1 268362 9194.2
## - TEAM_BASERUN_CS 1 241.5 268421 9194.6
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 242.8 268422 9194.6
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 283.3 268463 9194.8
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 293.1 268472 9194.9
## <none> 268179 9194.9
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 307.2 268486 9195.0
## - TEAM_BATTING_H 1 350.8 268530 9195.3
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 430.7 268610 9195.8
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 430.8 268610 9195.8
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 498.9 268678 9196.3
## - TEAM_BATTING_3B 1 527.9 268707 9196.5
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 565.0 268744 9196.8
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 573.6 268753 9196.8
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 634.2 268813 9197.2
## - TEAM_FIELDING_E 1 668.0 268847 9197.5
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 834.5 269014 9198.6
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 855.1 269034 9198.7
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 888.4 269068 9198.9
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 959.8 269139 9199.4
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 1104.3 269283 9200.4
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1232.7 269412 9201.3
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1239.9 269419 9201.3
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 1258.2 269437 9201.4
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1267.1 269446 9201.5
## - TEAM_FIELDING_DP 1 1428.1 269607 9202.6
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1473.1 269652 9202.9
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1520.0 269699 9203.2
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1640.4 269820 9204.0
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1942.4 270122 9206.1
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 2021.2 270200 9206.6
## - TEAM_BATTING_HR 1 2264.7 270444 9208.2
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2785.7 270965 9211.7
## - TEAM_BASERUN_SB 1 4029.7 272209 9220.1
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 4494.3 272673 9223.2
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 4824.4 273004 9225.4
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 5099.7 273279 9227.2
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 5656.5 273836 9230.9
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 5827.8 274007 9232.1
## - TEAM_BATTING_2B 1 6521.0 274700 9236.7
##
## Step: AIC=9192.93
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_SO + TEAM_BASERUN_SB + TEAM_BASERUN_CS +
## TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_BASERUN_SB` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_HR:TEAM_FIELDING_DP` + `TEAM_BATTING_BB:TEAM_BATTING_SO` +
## `TEAM_BATTING_BB:TEAM_BASERUN_SB` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_FIELDING_DP` +
## `TEAM_BATTING_SO:TEAM_BASERUN_CS` + `TEAM_BATTING_SO:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_SB:TEAM_BASERUN_CS` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_DP` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_BB:TEAM_BASERUN_SB` 1 1.2 268181 9190.9
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 2.3 268182 9190.9
## - `TEAM_BASERUN_SB:TEAM_BASERUN_CS` 1 4.5 268184 9191.0
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 5.9 268186 9191.0
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 12.5 268192 9191.0
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 12.6 268192 9191.0
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 13.9 268193 9191.0
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 17.1 268197 9191.0
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 71.7 268251 9191.4
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 139.6 268319 9191.9
## - TEAM_BATTING_SO 1 142.8 268322 9191.9
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 185.1 268365 9192.2
## - TEAM_BASERUN_CS 1 241.3 268421 9192.6
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 242.5 268422 9192.6
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 283.8 268463 9192.9
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 294.0 268474 9192.9
## <none> 268180 9192.9
## - TEAM_BATTING_H 1 358.4 268538 9193.4
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 403.7 268583 9193.7
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 431.0 268611 9193.8
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 432.5 268612 9193.9
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 506.3 268686 9194.4
## - TEAM_BATTING_3B 1 555.3 268735 9194.7
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 565.1 268745 9194.8
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 631.8 268811 9195.2
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 658.9 268839 9195.4
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 834.3 269014 9196.6
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 855.4 269035 9196.7
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 888.1 269068 9196.9
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 960.6 269140 9197.4
## - TEAM_FIELDING_E 1 1087.3 269267 9198.3
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 1106.0 269286 9198.4
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1235.7 269415 9199.3
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1241.6 269421 9199.3
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 1260.0 269440 9199.5
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1288.0 269468 9199.7
## - TEAM_FIELDING_DP 1 1478.4 269658 9200.9
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1492.8 269672 9201.0
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1586.5 269766 9201.7
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1867.6 270047 9203.6
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1943.0 270123 9204.1
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 2021.4 270201 9204.6
## - TEAM_BATTING_HR 1 2300.9 270481 9206.5
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2788.8 270968 9209.8
## - TEAM_BASERUN_SB 1 4038.7 272218 9218.1
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 4495.6 272675 9221.2
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 4825.8 273005 9223.4
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 5212.5 273392 9226.0
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 5867.9 274047 9230.3
## - TEAM_BATTING_2B 1 6524.6 274704 9234.7
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 6631.6 274811 9235.4
##
## Step: AIC=9190.93
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_SO + TEAM_BASERUN_SB + TEAM_BASERUN_CS +
## TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_BASERUN_SB` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_HR:TEAM_FIELDING_DP` + `TEAM_BATTING_BB:TEAM_BATTING_SO` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_FIELDING_DP` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BATTING_SO:TEAM_FIELDING_DP` + `TEAM_BASERUN_SB:TEAM_BASERUN_CS` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_BASERUN_CS:TEAM_FIELDING_DP` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 1.9 268183 9188.9
## - `TEAM_BASERUN_SB:TEAM_BASERUN_CS` 1 4.4 268185 9189.0
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 5.5 268186 9189.0
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 11.8 268193 9189.0
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 12.6 268193 9189.0
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 14.5 268195 9189.0
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 18.5 268199 9189.1
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 73.1 268254 9189.4
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 138.8 268320 9189.9
## - TEAM_BATTING_SO 1 142.5 268323 9189.9
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 184.1 268365 9190.2
## - TEAM_BASERUN_CS 1 240.9 268422 9190.6
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 242.1 268423 9190.6
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 282.9 268464 9190.9
## <none> 268181 9190.9
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 294.7 268476 9190.9
## - TEAM_BATTING_H 1 358.7 268539 9191.4
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 403.4 268584 9191.7
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 431.5 268612 9191.9
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 437.0 268618 9191.9
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 507.3 268688 9192.4
## - TEAM_BATTING_3B 1 568.4 268749 9192.8
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 648.9 268830 9193.3
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 649.2 268830 9193.3
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 661.6 268842 9193.4
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 838.1 269019 9194.6
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 865.6 269046 9194.8
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 893.0 269074 9195.0
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 1000.6 269181 9195.7
## - TEAM_FIELDING_E 1 1099.9 269281 9196.4
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 1118.6 269299 9196.5
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1235.9 269417 9197.3
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1270.3 269451 9197.5
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1286.9 269468 9197.7
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 1456.7 269637 9198.8
## - TEAM_FIELDING_DP 1 1477.2 269658 9198.9
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1494.3 269675 9199.1
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1618.3 269799 9199.9
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1885.2 270066 9201.7
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1942.3 270123 9202.1
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 2045.6 270226 9202.8
## - TEAM_BATTING_HR 1 2322.6 270503 9204.6
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2822.1 271003 9208.0
## - TEAM_BASERUN_SB 1 4275.7 272456 9217.7
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 4497.7 272678 9219.2
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 4962.7 273143 9222.3
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 5212.0 273393 9224.0
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 5885.0 274066 9228.5
## - TEAM_BATTING_2B 1 6523.5 274704 9232.7
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 6630.4 274811 9233.4
##
## Step: AIC=9188.95
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_SO + TEAM_BASERUN_SB + TEAM_BASERUN_CS +
## TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_BASERUN_SB` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_HR:TEAM_FIELDING_DP` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_FIELDING_DP` +
## `TEAM_BATTING_SO:TEAM_BASERUN_CS` + `TEAM_BATTING_SO:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_SB:TEAM_BASERUN_CS` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_DP` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BASERUN_SB:TEAM_BASERUN_CS` 1 4.7 268187 9187.0
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 4.9 268188 9187.0
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 11.2 268194 9187.0
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 13.7 268196 9187.0
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 14.9 268198 9187.0
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 21.9 268205 9187.1
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 78.5 268261 9187.5
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 139.1 268322 9187.9
## - TEAM_BATTING_SO 1 140.9 268324 9187.9
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 183.7 268366 9188.2
## - TEAM_BASERUN_CS 1 243.9 268427 9188.6
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 246.8 268429 9188.6
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 287.5 268470 9188.9
## <none> 268183 9188.9
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 297.5 268480 9189.0
## - TEAM_BATTING_H 1 357.5 268540 9189.4
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 402.1 268585 9189.7
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 435.1 268618 9189.9
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 436.7 268619 9189.9
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 506.2 268689 9190.4
## - TEAM_BATTING_3B 1 581.2 268764 9190.9
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 667.8 268851 9191.5
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 669.0 268852 9191.5
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 686.2 268869 9191.6
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 840.0 269023 9192.6
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 893.8 269077 9193.0
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 912.0 269095 9193.1
## - TEAM_FIELDING_E 1 1099.7 269282 9194.4
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 1116.8 269300 9194.5
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 1120.3 269303 9194.5
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1239.9 269423 9195.3
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1269.7 269452 9195.5
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1303.5 269486 9195.8
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 1470.7 269653 9196.9
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1496.4 269679 9197.1
## - TEAM_FIELDING_DP 1 1509.9 269693 9197.2
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1622.6 269805 9197.9
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1948.1 270131 9200.1
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2001.3 270184 9200.5
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 2081.7 270264 9201.0
## - TEAM_BATTING_HR 1 2336.5 270519 9202.7
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 3654.5 271837 9211.6
## - TEAM_BASERUN_SB 1 4351.0 272534 9216.3
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 4584.5 272767 9217.8
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 4961.0 273144 9220.3
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 5410.4 273593 9223.3
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 5924.0 274107 9226.7
## - TEAM_BATTING_2B 1 6541.7 274724 9230.8
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 6644.8 274828 9231.5
##
## Step: AIC=9186.98
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_SO + TEAM_BASERUN_SB + TEAM_BASERUN_CS +
## TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_BASERUN_SB` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_HR:TEAM_FIELDING_DP` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_FIELDING_DP` +
## `TEAM_BATTING_SO:TEAM_BASERUN_CS` + `TEAM_BATTING_SO:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_BASERUN_CS:TEAM_FIELDING_DP` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 4.5 268192 9185.0
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 11.4 268199 9185.1
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 14.0 268201 9185.1
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 15.4 268203 9185.1
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 22.4 268210 9185.1
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 80.7 268268 9185.5
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 140.2 268328 9185.9
## - TEAM_BATTING_SO 1 147.8 268335 9186.0
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 183.0 268370 9186.2
## - TEAM_BASERUN_CS 1 239.8 268427 9186.6
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 242.1 268429 9186.6
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 284.5 268472 9186.9
## <none> 268187 9187.0
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 316.5 268504 9187.1
## - TEAM_BATTING_H 1 361.4 268549 9187.4
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 402.7 268590 9187.7
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 434.8 268622 9187.9
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 438.2 268626 9188.0
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 504.6 268692 9188.4
## - TEAM_BATTING_3B 1 576.7 268764 9188.9
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 664.2 268852 9189.5
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 668.1 268856 9189.5
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 699.3 268887 9189.7
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 840.5 269028 9190.7
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 906.7 269094 9191.1
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 927.1 269115 9191.3
## - TEAM_FIELDING_E 1 1095.7 269283 9192.4
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 1112.1 269300 9192.5
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 1115.6 269303 9192.5
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1241.3 269429 9193.4
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1284.4 269472 9193.7
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1312.8 269500 9193.9
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1492.8 269680 9195.1
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 1511.3 269699 9195.2
## - TEAM_FIELDING_DP 1 1511.9 269699 9195.2
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1640.5 269828 9196.1
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1945.3 270133 9198.1
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2004.3 270192 9198.5
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 2077.0 270264 9199.0
## - TEAM_BATTING_HR 1 2381.4 270569 9201.1
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 3650.0 271837 9209.6
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 4603.2 272791 9216.0
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 5026.7 273214 9218.8
## - TEAM_BASERUN_SB 1 5340.0 273527 9220.9
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 5409.0 273596 9221.3
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 5933.1 274121 9224.8
## - TEAM_BATTING_2B 1 6538.6 274726 9228.8
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 6642.2 274830 9229.5
##
## Step: AIC=9185.01
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_SO + TEAM_BASERUN_SB + TEAM_BASERUN_CS +
## TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_BASERUN_SB` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_FIELDING_DP` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BATTING_SO:TEAM_FIELDING_DP` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_DP` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 11.9 268204 9183.1
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 17.2 268209 9183.1
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 20.2 268212 9183.1
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 38.8 268231 9183.3
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 102.7 268295 9183.7
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 137.9 268330 9183.9
## - TEAM_BATTING_SO 1 182.1 268374 9184.2
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 202.5 268394 9184.4
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 237.9 268430 9184.6
## - TEAM_BASERUN_CS 1 240.1 268432 9184.6
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 284.3 268476 9184.9
## <none> 268192 9185.0
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 312.8 268505 9185.1
## - TEAM_BATTING_H 1 404.3 268596 9185.8
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 405.6 268598 9185.8
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 434.3 268626 9186.0
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 442.8 268635 9186.0
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 510.7 268703 9186.5
## - TEAM_BATTING_3B 1 589.2 268781 9187.0
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 661.3 268853 9187.5
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 685.4 268877 9187.7
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 695.5 268887 9187.7
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 907.2 269099 9189.2
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 922.6 269115 9189.3
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 936.2 269128 9189.4
## - TEAM_FIELDING_E 1 1093.2 269285 9190.4
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 1111.0 269303 9190.5
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 1111.1 269303 9190.5
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1243.0 269435 9191.4
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1313.6 269506 9191.9
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1547.1 269739 9193.5
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 1548.4 269740 9193.5
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1594.4 269786 9193.8
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1636.0 269828 9194.1
## - TEAM_FIELDING_DP 1 1771.7 269964 9195.0
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1960.2 270152 9196.3
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2000.0 270192 9196.5
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 2253.5 270445 9198.2
## - TEAM_BATTING_HR 1 2999.9 271192 9203.3
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 3773.9 271966 9208.5
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 4598.7 272791 9214.0
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 5068.1 273260 9217.1
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 5481.3 273673 9219.9
## - TEAM_BASERUN_SB 1 5496.9 273689 9220.0
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 5950.3 274142 9223.0
## - TEAM_BATTING_2B 1 6534.2 274726 9226.8
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 6727.0 274919 9228.1
##
## Step: AIC=9183.09
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_SO + TEAM_BASERUN_SB + TEAM_BASERUN_CS +
## TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_BASERUN_CS` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_FIELDING_DP` +
## `TEAM_BATTING_SO:TEAM_BASERUN_CS` + `TEAM_BATTING_SO:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_BASERUN_CS:TEAM_FIELDING_DP` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 14.8 268219 9181.2
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 18.8 268223 9181.2
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 37.6 268241 9181.3
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 100.7 268305 9181.8
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 127.9 268332 9182.0
## - TEAM_BATTING_SO 1 170.6 268375 9182.2
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 207.5 268411 9182.5
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 237.2 268441 9182.7
## - TEAM_BASERUN_CS 1 242.0 268446 9182.7
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 282.9 268487 9183.0
## <none> 268204 9183.1
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 315.9 268520 9183.2
## - TEAM_BATTING_H 1 398.8 268603 9183.8
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 430.8 268635 9184.0
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 431.3 268635 9184.0
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 444.2 268648 9184.1
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 508.0 268712 9184.5
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 654.9 268859 9185.5
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 698.6 268902 9185.8
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 714.7 268919 9185.9
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 906.0 269110 9187.2
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 926.9 269131 9187.4
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 929.3 269133 9187.4
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 1111.6 269316 9188.6
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 1115.7 269320 9188.7
## - TEAM_FIELDING_E 1 1123.3 269327 9188.7
## - TEAM_BATTING_3B 1 1229.4 269433 9189.4
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1238.2 269442 9189.5
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1308.7 269513 9190.0
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1536.2 269740 9191.5
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 1536.9 269741 9191.5
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1582.7 269787 9191.8
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1659.8 269864 9192.3
## - TEAM_FIELDING_DP 1 1759.8 269964 9193.0
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1954.0 270158 9194.3
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 2260.9 270465 9196.4
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2378.8 270583 9197.2
## - TEAM_BATTING_HR 1 3055.2 271259 9201.7
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 3834.9 272039 9206.9
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 5056.2 273260 9215.1
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 5117.2 273321 9215.5
## - TEAM_BASERUN_SB 1 5520.0 273724 9218.2
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 5822.6 274027 9220.2
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 6374.2 274578 9223.9
## - TEAM_BATTING_2B 1 6783.7 274988 9226.6
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 6839.1 275043 9226.9
##
## Step: AIC=9181.19
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_SO + TEAM_BASERUN_SB + TEAM_BASERUN_CS +
## TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_BASERUN_SB` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_FIELDING_DP` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BATTING_SO:TEAM_FIELDING_DP` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_DP` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 20.2 268239 9179.3
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 35.4 268254 9179.4
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 105.6 268324 9179.9
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 132.4 268351 9180.1
## - TEAM_BATTING_SO 1 167.5 268386 9180.3
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 237.7 268457 9180.8
## - TEAM_BASERUN_CS 1 239.3 268458 9180.8
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 247.6 268466 9180.9
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 285.8 268505 9181.1
## <none> 268219 9181.2
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 318.5 268537 9181.4
## - TEAM_BATTING_H 1 387.9 268607 9181.8
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 418.8 268638 9182.0
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 427.9 268647 9182.1
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 446.8 268666 9182.2
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 511.3 268730 9182.7
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 654.3 268873 9183.6
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 699.9 268919 9183.9
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 725.7 268944 9184.1
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 905.1 269124 9185.3
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 912.1 269131 9185.4
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 1110.9 269330 9186.7
## - TEAM_FIELDING_E 1 1115.2 269334 9186.7
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 1145.4 269364 9187.0
## - TEAM_BATTING_3B 1 1220.9 269440 9187.5
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 1222.2 269441 9187.5
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1234.1 269453 9187.6
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1293.9 269513 9188.0
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 1522.2 269741 9189.5
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1527.8 269747 9189.5
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1592.1 269811 9190.0
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1646.8 269866 9190.3
## - TEAM_FIELDING_DP 1 1745.1 269964 9191.0
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1960.4 270179 9192.5
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 2265.8 270485 9194.5
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2365.1 270584 9195.2
## - TEAM_BATTING_HR 1 3067.2 271286 9199.9
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 3822.1 272041 9205.0
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 5050.0 273269 9213.2
## - TEAM_BASERUN_SB 1 5530.5 273749 9216.4
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 5555.0 273774 9216.5
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 5874.5 274093 9218.6
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 7060.9 275280 9226.5
## - TEAM_BATTING_2B 1 7245.1 275464 9227.7
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 9366.9 277586 9241.7
##
## Step: AIC=9179.33
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_SO + TEAM_BASERUN_SB + TEAM_BASERUN_CS +
## TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_BASERUN_CS` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_FIELDING_DP` +
## `TEAM_BATTING_SO:TEAM_BASERUN_CS` + `TEAM_BATTING_SO:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_BASERUN_CS:TEAM_FIELDING_DP` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 32.9 268272 9177.6
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 110.1 268349 9178.1
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 127.6 268367 9178.2
## - TEAM_BATTING_SO 1 175.9 268415 9178.5
## - TEAM_BASERUN_CS 1 237.1 268476 9178.9
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 237.4 268476 9178.9
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 284.7 268524 9179.3
## <none> 268239 9179.3
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 339.4 268578 9179.6
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 373.1 268612 9179.9
## - TEAM_BATTING_H 1 379.2 268618 9179.9
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 423.1 268662 9180.2
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 442.5 268681 9180.3
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 456.0 268695 9180.4
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 497.6 268737 9180.7
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 697.7 268937 9182.1
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 698.8 268938 9182.1
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 706.0 268945 9182.1
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 927.5 269166 9183.6
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 962.5 269201 9183.9
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 1121.8 269361 9184.9
## - TEAM_FIELDING_E 1 1131.5 269370 9185.0
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 1146.2 269385 9185.1
## - TEAM_BATTING_3B 1 1218.7 269458 9185.6
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 1234.7 269474 9185.7
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1270.4 269509 9185.9
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1326.7 269566 9186.3
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 1510.5 269749 9187.6
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1556.8 269796 9187.9
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1616.5 269855 9188.3
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1626.6 269866 9188.3
## - TEAM_FIELDING_DP 1 1757.2 269996 9189.2
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1964.5 270203 9190.6
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 2264.8 270504 9192.6
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2346.5 270585 9193.2
## - TEAM_BATTING_HR 1 3061.4 271300 9198.0
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 4926.8 273166 9210.5
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 5215.2 273454 9212.4
## - TEAM_BASERUN_SB 1 5578.4 273817 9214.8
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 5700.1 273939 9215.6
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 5949.2 274188 9217.3
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 7049.8 275289 9224.6
## - TEAM_BATTING_2B 1 7230.7 275470 9225.8
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 9383.2 277622 9239.9
##
## Step: AIC=9177.55
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_SO + TEAM_BASERUN_SB + TEAM_BASERUN_CS +
## TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_BASERUN_CS` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_FIELDING_DP` +
## `TEAM_BATTING_SO:TEAM_BASERUN_CS` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_DP` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 124.9 268397 9176.4
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 127.2 268399 9176.4
## - TEAM_BATTING_SO 1 145.2 268417 9176.5
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 221.6 268493 9177.1
## - TEAM_BASERUN_CS 1 232.9 268505 9177.1
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 287.7 268560 9177.5
## <none> 268272 9177.6
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 338.9 268611 9177.9
## - TEAM_BATTING_H 1 347.3 268619 9177.9
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 390.4 268662 9178.2
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 407.9 268680 9178.3
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 446.3 268718 9178.6
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 471.5 268743 9178.7
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 508.4 268780 9179.0
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 697.7 268970 9180.3
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 748.0 269020 9180.6
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 756.2 269028 9180.7
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 952.1 269224 9182.0
## - TEAM_FIELDING_E 1 1112.5 269384 9183.1
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 1145.5 269417 9183.3
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 1152.6 269424 9183.4
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 1205.0 269477 9183.7
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1282.9 269555 9184.2
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1326.0 269598 9184.5
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 1368.3 269640 9184.8
## - TEAM_BATTING_3B 1 1457.3 269729 9185.4
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1525.5 269797 9185.9
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 1588.2 269860 9186.3
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1612.3 269884 9186.5
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1651.7 269924 9186.7
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1985.1 270257 9189.0
## - TEAM_FIELDING_DP 1 2207.7 270480 9190.5
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 2351.6 270624 9191.4
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2440.8 270713 9192.0
## - TEAM_BATTING_HR 1 3044.1 271316 9196.1
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 4949.3 273221 9208.8
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 5284.0 273556 9211.1
## - TEAM_BASERUN_SB 1 5563.6 273836 9212.9
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 5714.1 273986 9213.9
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 6043.8 274316 9216.1
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 7033.3 275305 9222.7
## - TEAM_BATTING_2B 1 7206.1 275478 9223.8
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 9399.8 277672 9238.3
##
## Step: AIC=9176.4
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_SO + TEAM_BASERUN_SB + TEAM_BASERUN_CS +
## TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_BASERUN_SB` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_FIELDING_DP` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_BASERUN_CS:TEAM_FIELDING_DP` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 123.9 268521 9175.2
## - TEAM_BATTING_SO 1 139.1 268536 9175.3
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 204.9 268602 9175.8
## - TEAM_BASERUN_CS 1 225.8 268623 9175.9
## <none> 268397 9176.4
## - TEAM_BATTING_H 1 295.6 268692 9176.4
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 306.3 268703 9176.5
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 310.0 268707 9176.5
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 377.4 268774 9177.0
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 420.4 268817 9177.3
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 438.8 268836 9177.4
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 447.2 268844 9177.4
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 475.0 268872 9177.6
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 633.4 269030 9178.7
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 680.9 269078 9179.0
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 757.0 269154 9179.5
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 939.6 269336 9180.8
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 1082.0 269479 9181.7
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 1107.1 269504 9181.9
## - TEAM_FIELDING_E 1 1113.8 269511 9181.9
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 1145.7 269543 9182.2
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1174.5 269571 9182.4
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1201.2 269598 9182.5
## - TEAM_BATTING_3B 1 1349.5 269746 9183.5
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 1398.1 269795 9183.9
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1575.6 269972 9185.1
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 1579.1 269976 9185.1
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1662.0 270059 9185.6
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1690.3 270087 9185.8
## - TEAM_FIELDING_DP 1 2214.0 270611 9189.4
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2319.3 270716 9190.1
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 2336.2 270733 9190.2
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 2764.9 271162 9193.1
## - TEAM_BATTING_HR 1 2926.1 271323 9194.1
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 4848.2 273245 9207.0
## - TEAM_BASERUN_SB 1 5500.9 273898 9211.3
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 5605.9 274003 9212.0
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 5609.7 274006 9212.1
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 6312.0 274709 9216.7
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 6954.8 275352 9221.0
## - TEAM_BATTING_2B 1 7111.2 275508 9222.0
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 10455.9 278853 9244.0
##
## Step: AIC=9175.24
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_SO + TEAM_BASERUN_SB + TEAM_BASERUN_CS +
## TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_BASERUN_SB` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_SO:TEAM_BASERUN_CS` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_DP` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 175.7 268696 9174.4
## - TEAM_BATTING_SO 1 201.3 268722 9174.6
## - TEAM_BASERUN_CS 1 223.0 268744 9174.8
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 283.0 268804 9175.2
## <none> 268521 9175.2
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 318.8 268840 9175.4
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 351.1 268872 9175.6
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 353.1 268874 9175.6
## - TEAM_BATTING_H 1 404.2 268925 9176.0
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 413.7 268934 9176.0
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 431.6 268952 9176.2
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 452.1 268973 9176.3
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 680.7 269201 9177.9
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 717.4 269238 9178.1
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 802.0 269323 9178.7
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 944.4 269465 9179.6
## - TEAM_FIELDING_E 1 1083.2 269604 9180.6
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 1136.2 269657 9180.9
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 1172.5 269693 9181.2
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1185.4 269706 9181.3
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1224.6 269745 9181.5
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 1532.0 270053 9183.6
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1573.4 270094 9183.9
## - TEAM_BATTING_3B 1 1578.6 270099 9183.9
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 1586.6 270107 9184.0
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1668.7 270189 9184.5
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1825.5 270346 9185.6
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 1863.7 270384 9185.8
## - TEAM_FIELDING_DP 1 2092.9 270614 9187.4
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 2345.6 270866 9189.1
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2417.5 270938 9189.6
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 2706.0 271227 9191.5
## - TEAM_BATTING_HR 1 3362.8 271884 9195.9
## - TEAM_BASERUN_SB 1 5527.1 274048 9210.3
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 5683.4 274204 9211.4
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 6030.5 274551 9213.7
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 6474.7 274995 9216.6
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 6787.0 275308 9218.7
## - TEAM_BATTING_2B 1 7017.0 275538 9220.2
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 7087.8 275608 9220.7
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 10381.7 278902 9242.3
##
## Step: AIC=9174.43
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_SO + TEAM_BASERUN_SB + TEAM_BASERUN_CS +
## TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_BASERUN_SB` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_SO:TEAM_BASERUN_CS` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - TEAM_BASERUN_CS 1 138.3 268835 9173.4
## - TEAM_BATTING_SO 1 175.3 268872 9173.6
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 281.8 268978 9174.3
## <none> 268696 9174.4
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 334.7 269031 9174.7
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 343.5 269040 9174.8
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 401.6 269098 9175.2
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 420.9 269117 9175.3
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 426.2 269123 9175.3
## - TEAM_BATTING_H 1 429.9 269126 9175.3
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 533.8 269230 9176.0
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 682.6 269379 9177.1
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 700.8 269397 9177.2
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 798.0 269494 9177.8
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 978.4 269675 9179.1
## - TEAM_FIELDING_E 1 1034.1 269731 9179.4
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 1139.1 269836 9180.1
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1188.3 269885 9180.5
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1197.8 269894 9180.5
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 1321.1 270018 9181.4
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 1463.8 270160 9182.3
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1488.8 270185 9182.5
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 1602.3 270299 9183.3
## - TEAM_BATTING_3B 1 1625.8 270322 9183.4
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1637.2 270334 9183.5
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1811.2 270508 9184.7
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 1865.5 270562 9185.0
## - TEAM_FIELDING_DP 1 1920.6 270617 9185.4
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 2174.3 270871 9187.1
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2333.7 271030 9188.2
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 2743.8 271440 9190.9
## - TEAM_BATTING_HR 1 3278.1 271975 9194.5
## - TEAM_BASERUN_SB 1 5354.0 274050 9208.4
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 5585.4 274282 9209.9
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 5982.9 274679 9212.5
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 6363.8 275060 9215.1
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 6726.1 275422 9217.5
## - TEAM_BATTING_2B 1 7045.0 275741 9219.6
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 7101.6 275798 9219.9
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 10513.8 279210 9242.3
##
## Step: AIC=9173.37
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_SO + TEAM_BASERUN_SB + TEAM_FIELDING_E +
## TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_BASERUN_CS` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - TEAM_BATTING_SO 1 112.6 268947 9172.1
## <none> 268835 9173.4
## - TEAM_BATTING_H 1 302.5 269137 9173.4
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 327.6 269162 9173.6
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 339.9 269175 9173.7
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 372.1 269207 9173.9
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 397.5 269232 9174.1
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 404.4 269239 9174.1
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 523.4 269358 9174.9
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 711.4 269546 9176.2
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 723.2 269558 9176.3
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 800.6 269635 9176.8
## - TEAM_FIELDING_E 1 902.9 269738 9177.5
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 947.8 269782 9177.8
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 1001.4 269836 9178.1
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1126.6 269961 9179.0
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1191.9 270027 9179.4
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 1223.0 270058 9179.6
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 1486.4 270321 9181.4
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1493.2 270328 9181.5
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 1522.7 270357 9181.7
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 1551.0 270386 9181.8
## - TEAM_BATTING_3B 1 1595.2 270430 9182.1
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1622.5 270457 9182.3
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1820.0 270655 9183.7
## - TEAM_FIELDING_DP 1 1916.9 270752 9184.3
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 1919.1 270754 9184.3
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 2182.4 271017 9186.1
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2351.4 271186 9187.2
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 2644.2 271479 9189.2
## - TEAM_BATTING_HR 1 3385.1 272220 9194.2
## - TEAM_BASERUN_SB 1 5218.7 274053 9206.4
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 5578.5 274413 9208.8
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 5978.7 274813 9211.4
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 6452.1 275287 9214.6
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 6659.8 275494 9215.9
## - TEAM_BATTING_2B 1 6963.2 275798 9217.9
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 7215.8 276050 9219.6
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 10451.4 279286 9240.8
##
## Step: AIC=9172.13
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BASERUN_SB + TEAM_FIELDING_E + TEAM_FIELDING_DP +
## `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_BASERUN_CS` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - TEAM_BATTING_H 1 220.5 269168 9171.6
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 261.5 269209 9171.9
## <none> 268947 9172.1
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 339.2 269286 9172.4
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 378.5 269326 9172.7
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 396.9 269344 9172.8
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 405.3 269353 9172.9
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 602.9 269550 9174.2
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 651.3 269599 9174.5
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 719.9 269667 9175.0
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 794.5 269742 9175.5
## - TEAM_FIELDING_E 1 855.3 269803 9175.9
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 986.1 269933 9176.8
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1110.2 270057 9177.6
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1189.2 270136 9178.2
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 1363.8 270311 9179.3
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 1447.9 270395 9179.9
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 1475.1 270422 9180.1
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1520.3 270468 9180.4
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 1544.3 270492 9180.6
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 1580.3 270528 9180.8
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1609.7 270557 9181.0
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1724.9 270672 9181.8
## - TEAM_BATTING_3B 1 1729.0 270676 9181.8
## - TEAM_FIELDING_DP 1 1810.4 270758 9182.3
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 1903.6 270851 9183.0
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2262.4 271210 9185.4
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 2269.6 271217 9185.4
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 2990.6 271938 9190.3
## - TEAM_BATTING_HR 1 3583.6 272531 9194.2
## - TEAM_BASERUN_SB 1 5196.7 274144 9205.0
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 5524.0 274471 9207.2
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 6511.1 275458 9213.7
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 6617.5 275565 9214.4
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 7363.4 276311 9219.3
## - TEAM_BATTING_2B 1 7429.3 276377 9219.8
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 10581.5 279529 9240.4
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 15193.5 284141 9270.2
##
## Step: AIC=9171.62
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BASERUN_SB + TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_BASERUN_SB` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_SO:TEAM_BASERUN_CS` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 173.3 269341 9170.8
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 272.3 269440 9171.5
## <none> 269168 9171.6
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 369.7 269537 9172.1
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 395.7 269563 9172.3
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 397.6 269565 9172.3
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 511.4 269679 9173.1
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 619.2 269787 9173.8
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 726.5 269894 9174.5
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 784.5 269952 9174.9
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 810.4 269978 9175.1
## - TEAM_FIELDING_E 1 821.4 269989 9175.2
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1210.8 270378 9177.8
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 1254.0 270422 9178.1
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1255.1 270423 9178.1
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 1376.0 270544 9178.9
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 1423.0 270591 9179.2
## - TEAM_BATTING_3B 1 1510.4 270678 9179.8
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 1517.8 270686 9179.9
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1518.0 270686 9179.9
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 1654.5 270822 9180.8
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 1686.3 270854 9181.0
## - TEAM_FIELDING_DP 1 1728.5 270896 9181.3
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1752.8 270920 9181.4
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1907.4 271075 9182.5
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2141.6 271309 9184.1
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 2293.9 271462 9185.1
## - TEAM_BATTING_HR 1 3392.3 272560 9192.4
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 3796.3 272964 9195.1
## - TEAM_BASERUN_SB 1 5415.3 274583 9205.9
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 5462.1 274630 9206.2
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 6426.8 275594 9212.6
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 6572.3 275740 9213.6
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 7199.1 276367 9217.7
## - TEAM_BATTING_2B 1 7214.8 276383 9217.8
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 11003.6 280171 9242.6
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 14973.7 284141 9268.2
##
## Step: AIC=9170.79
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BASERUN_SB + TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_BASERUN_CS` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## <none> 269341 9170.8
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 328.6 269670 9171.0
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 332.7 269674 9171.0
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 375.7 269717 9171.3
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 573.9 269915 9172.7
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 593.3 269934 9172.8
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 625.7 269967 9173.0
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 720.4 270061 9173.7
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 750.5 270092 9173.9
## - TEAM_FIELDING_E 1 929.6 270271 9175.1
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 968.2 270309 9175.3
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1248.9 270590 9177.2
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 1393.4 270734 9178.2
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 1471.5 270812 9178.7
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 1489.6 270831 9178.8
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1514.9 270856 9179.0
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 1579.4 270920 9179.4
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 1592.6 270934 9179.5
## - TEAM_BATTING_3B 1 1637.0 270978 9179.8
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 1639.5 270980 9179.8
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 1730.9 271072 9180.5
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1788.2 271129 9180.8
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1853.4 271194 9181.3
## - TEAM_FIELDING_DP 1 1950.4 271291 9181.9
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2110.3 271451 9183.0
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 2233.6 271575 9183.8
## - TEAM_BATTING_HR 1 3534.2 272875 9192.5
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 3687.8 273029 9193.6
## - TEAM_BASERUN_SB 1 5313.6 274655 9204.4
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 5670.0 275011 9206.7
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 6592.9 275934 9212.8
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 6622.6 275964 9213.0
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 7219.0 276560 9217.0
## - TEAM_BATTING_2B 1 7536.0 276877 9219.0
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 10959.8 280301 9241.4
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 15244.3 284585 9269.0
## Start: AIC=9212.03
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB +
## TEAM_BASERUN_CS + TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_E` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_BASERUN_CS` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_BASERUN_CS` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_HR:TEAM_FIELDING_DP` + `TEAM_BATTING_BB:TEAM_BATTING_SO` +
## `TEAM_BATTING_BB:TEAM_BASERUN_SB` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_FIELDING_DP` +
## `TEAM_BATTING_SO:TEAM_BASERUN_SB` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BATTING_SO:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_SB:TEAM_BASERUN_CS` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_DP` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BASERUN_SB:TEAM_BASERUN_CS` 1 0.9 269525 9210.0
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 2.3 269526 9210.0
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 4.7 269529 9210.1
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 7.1 269531 9210.1
## - TEAM_BATTING_H 1 7.5 269531 9210.1
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 7.5 269531 9210.1
## - TEAM_BASERUN_CS 1 13.7 269538 9210.1
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 37.4 269561 9210.3
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 47.2 269571 9210.3
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 50.5 269574 9210.4
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 60.5 269584 9210.4
## - `TEAM_BATTING_BB:TEAM_BASERUN_SB` 1 76.9 269601 9210.6
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 131.1 269655 9210.9
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 174.7 269699 9211.2
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 212.3 269736 9211.5
## - TEAM_BATTING_SO 1 219.5 269743 9211.5
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 238.4 269762 9211.6
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 278.4 269802 9211.9
## <none> 269524 9212.0
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 306.3 269830 9212.1
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 350.1 269874 9212.4
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 351.5 269875 9212.4
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 375.9 269900 9212.6
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 403.7 269928 9212.8
## - TEAM_BATTING_BB 1 441.5 269965 9213.0
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 460.2 269984 9213.1
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 475.6 269999 9213.2
## - TEAM_BATTING_HR 1 515.1 270039 9213.5
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 533.4 270057 9213.6
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 569.5 270093 9213.9
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 630.3 270154 9214.3
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 696.0 270220 9214.7
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 739.0 270263 9215.0
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 789.4 270313 9215.4
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 797.4 270321 9215.4
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 948.1 270472 9216.4
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 982.5 270506 9216.7
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 1047.6 270571 9217.1
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1064.2 270588 9217.2
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1102.7 270627 9217.5
## - TEAM_FIELDING_E 1 1160.2 270684 9217.9
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1221.8 270746 9218.3
## - TEAM_FIELDING_DP 1 1394.4 270918 9219.4
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1428.0 270952 9219.7
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 1498.3 271022 9220.1
## - TEAM_BATTING_3B 1 1540.0 271064 9220.4
## - TEAM_BASERUN_SB 1 1602.6 271126 9220.8
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1687.9 271212 9221.4
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 2187.6 271711 9224.8
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2520.0 272044 9227.0
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 2855.3 272379 9229.2
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 3206.9 272731 9231.6
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3754.7 273279 9235.2
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 4172.7 273697 9238.0
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 5241.7 274766 9245.1
## - TEAM_BATTING_2B 1 6097.4 275621 9250.8
##
## Step: AIC=9210.04
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB +
## TEAM_BASERUN_CS + TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_E` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_BASERUN_CS` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_BASERUN_CS` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_HR:TEAM_FIELDING_DP` + `TEAM_BATTING_BB:TEAM_BATTING_SO` +
## `TEAM_BATTING_BB:TEAM_BASERUN_SB` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_FIELDING_DP` +
## `TEAM_BATTING_SO:TEAM_BASERUN_SB` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BATTING_SO:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_BASERUN_CS:TEAM_FIELDING_DP` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 2.1 269527 9208.1
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 4.6 269529 9208.1
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 7.4 269532 9208.1
## - TEAM_BATTING_H 1 8.1 269533 9208.1
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 9.3 269534 9208.1
## - TEAM_BASERUN_CS 1 13.7 269538 9208.1
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 37.6 269562 9208.3
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 47.8 269573 9208.4
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 54.6 269579 9208.4
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 60.3 269585 9208.4
## - `TEAM_BATTING_BB:TEAM_BASERUN_SB` 1 76.7 269601 9208.6
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 130.5 269655 9208.9
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 174.7 269699 9209.2
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 212.3 269737 9209.5
## - TEAM_BATTING_SO 1 228.1 269753 9209.6
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 238.2 269763 9209.6
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 278.3 269803 9209.9
## <none> 269525 9210.0
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 306.2 269831 9210.1
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 349.3 269874 9210.4
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 352.2 269877 9210.4
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 375.6 269900 9210.6
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 403.2 269928 9210.8
## - TEAM_BATTING_BB 1 441.2 269966 9211.0
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 462.5 269987 9211.2
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 474.7 269999 9211.2
## - TEAM_BATTING_HR 1 518.9 270044 9211.5
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 536.6 270061 9211.7
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 568.7 270093 9211.9
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 629.6 270154 9212.3
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 695.2 270220 9212.7
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 738.2 270263 9213.0
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 788.9 270314 9213.4
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 796.7 270321 9213.4
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 948.1 270473 9214.4
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 989.8 270514 9214.7
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 1056.2 270581 9215.2
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1064.0 270589 9215.2
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1101.8 270627 9215.5
## - TEAM_FIELDING_E 1 1165.5 270690 9215.9
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1221.7 270746 9216.3
## - TEAM_FIELDING_DP 1 1394.9 270920 9217.4
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1427.2 270952 9217.7
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 1498.6 271023 9218.1
## - TEAM_BATTING_3B 1 1541.7 271066 9218.4
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1687.1 271212 9219.4
## - TEAM_BASERUN_SB 1 1730.4 271255 9219.7
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 2190.6 271715 9222.8
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2539.4 272064 9225.1
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 2856.8 272382 9227.2
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 3213.1 272738 9229.6
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3756.1 273281 9233.2
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 4184.0 273709 9236.1
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 5241.2 274766 9243.1
## - TEAM_BATTING_2B 1 6098.4 275623 9248.8
##
## Step: AIC=9208.05
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB +
## TEAM_BASERUN_CS + TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_E` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_BASERUN_CS` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_BASERUN_CS` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_BATTING_SO` + `TEAM_BATTING_BB:TEAM_BASERUN_SB` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_FIELDING_DP` + `TEAM_BATTING_SO:TEAM_BASERUN_SB` +
## `TEAM_BATTING_SO:TEAM_BASERUN_CS` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BATTING_SO:TEAM_FIELDING_DP` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_DP` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 4.7 269532 9206.1
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 7.8 269535 9206.1
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 9.3 269536 9206.1
## - TEAM_BATTING_H 1 10.4 269537 9206.1
## - TEAM_BASERUN_CS 1 14.0 269541 9206.1
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 38.8 269566 9206.3
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 47.7 269575 9206.4
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 56.1 269583 9206.4
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 76.3 269603 9206.6
## - `TEAM_BATTING_BB:TEAM_BASERUN_SB` 1 78.2 269605 9206.6
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 130.0 269657 9206.9
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 175.1 269702 9207.2
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 218.4 269745 9207.5
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 237.3 269764 9207.7
## - TEAM_BATTING_SO 1 263.8 269791 9207.8
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 278.5 269805 9207.9
## <none> 269527 9208.1
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 306.8 269834 9208.1
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 348.1 269875 9208.4
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 351.0 269878 9208.4
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 376.3 269903 9208.6
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 408.6 269936 9208.8
## - TEAM_BATTING_BB 1 439.8 269967 9209.0
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 464.2 269991 9209.2
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 510.7 270038 9209.5
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 537.4 270064 9209.7
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 576.6 270103 9209.9
## - TEAM_BATTING_HR 1 587.9 270115 9210.0
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 627.7 270155 9210.3
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 697.1 270224 9210.8
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 739.5 270266 9211.0
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 797.0 270324 9211.4
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 837.9 270365 9211.7
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 948.7 270476 9212.4
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 989.6 270516 9212.7
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 1054.7 270582 9213.2
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1062.7 270590 9213.2
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1121.9 270649 9213.6
## - TEAM_FIELDING_E 1 1169.6 270696 9213.9
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1387.0 270914 9215.4
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1429.8 270957 9215.7
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 1496.8 271024 9216.1
## - TEAM_BATTING_3B 1 1559.9 271087 9216.6
## - TEAM_FIELDING_DP 1 1565.2 271092 9216.6
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1686.2 271213 9217.4
## - TEAM_BASERUN_SB 1 1728.7 271256 9217.7
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 2292.0 271819 9221.5
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2625.0 272152 9223.7
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 2858.1 272385 9225.3
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 3427.2 272954 9229.1
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3807.5 273334 9231.6
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 4185.9 273713 9234.1
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 5243.7 274771 9241.1
## - TEAM_BATTING_2B 1 6145.3 275672 9247.1
##
## Step: AIC=9206.08
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB +
## TEAM_BASERUN_CS + TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_E` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_BASERUN_SB` + `TEAM_BATTING_HR:TEAM_BASERUN_CS` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_BATTING_SO` +
## `TEAM_BATTING_BB:TEAM_BASERUN_SB` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_FIELDING_DP` +
## `TEAM_BATTING_SO:TEAM_BASERUN_SB` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BATTING_SO:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_BASERUN_CS:TEAM_FIELDING_DP` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 9.1 269541 9204.1
## - TEAM_BATTING_H 1 9.5 269541 9204.1
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 12.7 269544 9204.2
## - TEAM_BASERUN_CS 1 14.6 269546 9204.2
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 38.0 269570 9204.3
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 48.5 269580 9204.4
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 56.7 269588 9204.5
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 74.8 269606 9204.6
## - `TEAM_BATTING_BB:TEAM_BASERUN_SB` 1 81.2 269613 9204.6
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 131.0 269663 9205.0
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 171.7 269703 9205.2
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 214.6 269746 9205.5
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 233.2 269765 9205.7
## - TEAM_BATTING_SO 1 263.6 269795 9205.9
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 284.1 269816 9206.0
## <none> 269532 9206.1
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 318.7 269850 9206.2
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 351.2 269883 9206.5
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 353.7 269885 9206.5
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 394.6 269926 9206.7
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 406.0 269938 9206.8
## - TEAM_BATTING_BB 1 435.2 269967 9207.0
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 507.7 270039 9207.5
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 513.7 270045 9207.5
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 533.2 270065 9207.7
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 577.9 270109 9208.0
## - TEAM_BATTING_HR 1 610.0 270142 9208.2
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 630.7 270162 9208.3
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 693.7 270225 9208.8
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 739.0 270271 9209.1
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 816.8 270348 9209.6
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 834.5 270366 9209.7
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 951.7 270483 9210.5
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 1000.4 270532 9210.8
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 1056.7 270588 9211.2
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1068.5 270600 9211.3
## - TEAM_FIELDING_E 1 1171.0 270703 9212.0
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1354.9 270886 9213.2
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1384.9 270916 9213.4
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1425.3 270957 9213.7
## - TEAM_FIELDING_DP 1 1564.2 271096 9214.6
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 1565.2 271097 9214.6
## - TEAM_BATTING_3B 1 1578.8 271110 9214.7
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1698.2 271230 9215.5
## - TEAM_BASERUN_SB 1 1724.2 271256 9215.7
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 2300.6 271832 9219.6
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2700.6 272232 9222.2
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 2855.7 272387 9223.3
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 3423.0 272955 9227.1
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3803.8 273335 9229.6
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 4214.8 273746 9232.3
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 5362.2 274894 9240.0
## - TEAM_BATTING_2B 1 6301.5 275833 9246.2
##
## Step: AIC=9204.14
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB +
## TEAM_BASERUN_CS + TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_E` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_BASERUN_SB` + `TEAM_BATTING_HR:TEAM_BASERUN_CS` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_BATTING_SO` +
## `TEAM_BATTING_BB:TEAM_BASERUN_SB` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_FIELDING_DP` +
## `TEAM_BATTING_SO:TEAM_BASERUN_SB` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BATTING_SO:TEAM_FIELDING_DP` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_DP` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - TEAM_BATTING_H 1 5.9 269547 9202.2
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 12.4 269553 9202.2
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 43.1 269584 9202.4
## - TEAM_BASERUN_CS 1 58.1 269599 9202.5
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 63.4 269604 9202.6
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 73.9 269615 9202.6
## - `TEAM_BATTING_BB:TEAM_BASERUN_SB` 1 78.7 269619 9202.7
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 105.5 269646 9202.9
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 170.7 269711 9203.3
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 202.8 269743 9203.5
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 237.2 269778 9203.7
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 263.8 269804 9203.9
## - TEAM_BATTING_SO 1 267.2 269808 9203.9
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 282.2 269823 9204.0
## <none> 269541 9204.1
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 317.9 269859 9204.3
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 342.2 269883 9204.5
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 352.0 269893 9204.5
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 387.7 269928 9204.8
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 410.5 269951 9204.9
## - TEAM_BATTING_BB 1 434.6 269975 9205.1
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 505.6 270046 9205.6
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 508.4 270049 9205.6
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 527.4 270068 9205.7
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 576.3 270117 9206.0
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 625.2 270166 9206.4
## - TEAM_BATTING_HR 1 649.4 270190 9206.5
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 748.2 270289 9207.2
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 763.2 270304 9207.3
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 813.1 270354 9207.6
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 839.5 270380 9207.8
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 946.6 270487 9208.5
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 1054.1 270595 9209.3
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1067.3 270608 9209.3
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 1095.6 270636 9209.5
## - TEAM_FIELDING_E 1 1223.8 270764 9210.4
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1346.9 270888 9211.2
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1382.7 270923 9211.5
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1440.5 270981 9211.8
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 1557.8 271098 9212.6
## - TEAM_FIELDING_DP 1 1565.9 271106 9212.7
## - TEAM_BATTING_3B 1 1569.7 271110 9212.7
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1691.2 271232 9213.5
## - TEAM_BASERUN_SB 1 1844.5 271385 9214.6
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 2308.3 271849 9217.7
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2695.4 272236 9220.3
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 2858.6 272399 9221.4
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 3462.4 273003 9225.4
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3817.2 273358 9227.8
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 4217.0 273758 9230.4
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 5361.6 274902 9238.0
## - TEAM_BATTING_2B 1 6442.2 275983 9245.2
##
## Step: AIC=9202.18
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB + TEAM_BASERUN_CS +
## TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_E` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_BASERUN_SB` + `TEAM_BATTING_HR:TEAM_BASERUN_CS` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_BATTING_SO` +
## `TEAM_BATTING_BB:TEAM_BASERUN_SB` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_FIELDING_DP` +
## `TEAM_BATTING_SO:TEAM_BASERUN_SB` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BATTING_SO:TEAM_FIELDING_DP` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_DP` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 18.5 269565 9200.3
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 45.3 269592 9200.5
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 60.8 269607 9200.6
## - `TEAM_BATTING_BB:TEAM_BASERUN_SB` 1 78.6 269625 9200.7
## - TEAM_BASERUN_CS 1 81.0 269628 9200.7
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 87.7 269634 9200.8
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 112.1 269659 9200.9
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 177.2 269724 9201.4
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 257.3 269804 9201.9
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 258.2 269805 9201.9
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 290.5 269837 9202.1
## <none> 269547 9202.2
## - TEAM_BATTING_SO 1 298.9 269845 9202.2
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 327.5 269874 9202.4
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 347.1 269894 9202.5
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 353.9 269900 9202.6
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 357.5 269904 9202.6
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 383.9 269930 9202.8
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 417.8 269964 9203.0
## - TEAM_BATTING_BB 1 429.1 269976 9203.1
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 501.9 270048 9203.6
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 503.8 270050 9203.6
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 521.6 270068 9203.7
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 645.0 270191 9204.5
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 715.5 270262 9205.0
## - TEAM_BATTING_HR 1 741.6 270288 9205.2
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 759.9 270306 9205.3
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 774.9 270321 9205.4
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 871.7 270418 9206.1
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 957.7 270504 9206.6
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 990.0 270537 9206.9
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 1064.9 270611 9207.4
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1095.2 270642 9207.6
## - TEAM_FIELDING_E 1 1263.2 270810 9208.7
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 1286.3 270833 9208.9
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1363.7 270910 9209.4
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1488.4 271035 9210.2
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 1554.9 271101 9210.7
## - TEAM_BATTING_3B 1 1578.7 271125 9210.8
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1700.0 271247 9211.6
## - TEAM_BASERUN_SB 1 1840.2 271387 9212.6
## - TEAM_FIELDING_DP 1 2030.7 271577 9213.9
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 2228.9 271775 9215.2
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 2325.4 271872 9215.8
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2692.5 272239 9218.3
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 2865.7 272412 9219.4
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 3457.4 273004 9223.4
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3835.7 273382 9225.9
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 4211.2 273758 9228.4
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 5445.5 274992 9236.6
## - TEAM_BATTING_2B 1 6729.4 276276 9245.1
##
## Step: AIC=9200.31
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB + TEAM_BASERUN_CS +
## TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_E` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_BASERUN_CS` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_BASERUN_CS` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_BATTING_SO` + `TEAM_BATTING_BB:TEAM_BASERUN_SB` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_FIELDING_DP` + `TEAM_BATTING_SO:TEAM_BASERUN_SB` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BATTING_SO:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_BASERUN_CS:TEAM_FIELDING_DP` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 43.9 269609 9198.6
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 59.9 269625 9198.7
## - `TEAM_BATTING_BB:TEAM_BASERUN_SB` 1 82.5 269647 9198.9
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 86.6 269652 9198.9
## - TEAM_BASERUN_CS 1 96.3 269661 9199.0
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 126.8 269692 9199.2
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 197.0 269762 9199.6
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 269.4 269834 9200.1
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 283.6 269849 9200.2
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 295.5 269860 9200.3
## <none> 269565 9200.3
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 333.6 269899 9200.6
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 337.2 269902 9200.6
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 347.6 269913 9200.7
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 387.7 269953 9200.9
## - TEAM_BATTING_SO 1 390.2 269955 9200.9
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 395.6 269961 9201.0
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 422.8 269988 9201.2
## - TEAM_BATTING_BB 1 477.5 270042 9201.5
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 512.6 270078 9201.8
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 531.4 270096 9201.9
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 641.3 270206 9202.6
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 699.3 270264 9203.0
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 741.4 270306 9203.3
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 772.2 270337 9203.5
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 807.0 270372 9203.8
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 853.6 270419 9204.1
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 951.0 270516 9204.7
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 1076.9 270642 9205.6
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1113.6 270679 9205.8
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 1167.0 270732 9206.2
## - TEAM_FIELDING_E 1 1275.9 270841 9206.9
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 1348.2 270913 9207.4
## - TEAM_BATTING_HR 1 1395.6 270961 9207.7
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1532.6 271098 9208.6
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 1560.0 271125 9208.8
## - TEAM_BATTING_3B 1 1562.4 271127 9208.8
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1619.5 271184 9209.2
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1719.9 271285 9209.9
## - TEAM_BASERUN_SB 1 1842.5 271407 9210.7
## - TEAM_FIELDING_DP 1 2012.4 271577 9211.9
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 2238.7 271804 9213.4
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 2311.5 271876 9213.9
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2708.7 272274 9216.5
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 2859.4 272424 9217.5
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 3490.3 273055 9221.7
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3818.1 273383 9223.9
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 4201.6 273767 9226.5
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 5549.0 275114 9235.4
## - TEAM_BATTING_2B 1 7120.0 276685 9245.8
##
## Step: AIC=9198.61
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB + TEAM_BASERUN_CS +
## TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_E` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_BASERUN_SB` + `TEAM_BATTING_HR:TEAM_BASERUN_CS` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_BATTING_SO` +
## `TEAM_BATTING_BB:TEAM_BASERUN_SB` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_FIELDING_DP` +
## `TEAM_BATTING_SO:TEAM_BASERUN_SB` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BATTING_SO:TEAM_FIELDING_DP` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_DP` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 57.9 269667 9197.0
## - TEAM_BASERUN_CS 1 83.6 269692 9197.2
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 97.3 269706 9197.3
## - `TEAM_BATTING_BB:TEAM_BASERUN_SB` 1 106.1 269715 9197.3
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 124.7 269734 9197.4
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 162.7 269772 9197.7
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 226.1 269835 9198.1
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 249.3 269858 9198.3
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 260.4 269869 9198.4
## <none> 269609 9198.6
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 317.2 269926 9198.7
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 363.3 269972 9199.1
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 402.3 270011 9199.3
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 411.8 270021 9199.4
## - TEAM_BATTING_SO 1 412.8 270022 9199.4
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 435.5 270044 9199.5
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 464.9 270074 9199.7
## - TEAM_BATTING_BB 1 500.6 270110 9200.0
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 504.6 270113 9200.0
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 511.9 270121 9200.1
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 624.5 270233 9200.8
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 724.5 270333 9201.5
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 731.7 270341 9201.5
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 750.5 270359 9201.7
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 773.6 270383 9201.8
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 858.9 270468 9202.4
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 995.4 270604 9203.3
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 1062.3 270671 9203.8
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 1123.7 270733 9204.2
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1150.2 270759 9204.4
## - TEAM_FIELDING_E 1 1250.1 270859 9205.0
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 1324.7 270934 9205.5
## - TEAM_BATTING_HR 1 1390.8 271000 9206.0
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1592.8 271202 9207.3
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1609.2 271218 9207.4
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 1612.9 271222 9207.5
## - TEAM_BATTING_3B 1 1654.1 271263 9207.7
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1835.9 271445 9209.0
## - TEAM_FIELDING_DP 1 2129.4 271738 9210.9
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 2376.7 271986 9212.6
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 2416.0 272025 9212.9
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2704.6 272313 9214.8
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 3147.6 272756 9217.7
## - TEAM_BASERUN_SB 1 3344.8 272954 9219.1
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 3482.9 273092 9220.0
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3779.1 273388 9222.0
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 4722.4 274331 9228.2
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 5527.8 275137 9233.6
## - TEAM_BATTING_2B 1 7089.8 276699 9243.9
##
## Step: AIC=9197
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB + TEAM_BASERUN_CS +
## TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_E` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_BASERUN_SB` + `TEAM_BATTING_HR:TEAM_BASERUN_CS` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_BATTING_SO` +
## `TEAM_BATTING_BB:TEAM_BASERUN_SB` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_FIELDING_DP` +
## `TEAM_BATTING_SO:TEAM_BASERUN_SB` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BATTING_SO:TEAM_FIELDING_DP` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - TEAM_BASERUN_CS 1 48.6 269715 9195.3
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 85.5 269752 9195.6
## - `TEAM_BATTING_BB:TEAM_BASERUN_SB` 1 103.0 269770 9195.7
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 129.8 269797 9195.9
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 149.8 269817 9196.0
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 226.5 269893 9196.5
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 242.6 269909 9196.6
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 272.3 269939 9196.8
## <none> 269667 9197.0
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 309.6 269976 9197.1
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 410.2 270077 9197.8
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 414.4 270081 9197.8
## - TEAM_BATTING_SO 1 429.2 270096 9197.9
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 433.5 270100 9197.9
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 435.2 270102 9197.9
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 476.8 270144 9198.2
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 477.8 270145 9198.2
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 488.7 270156 9198.3
## - TEAM_BATTING_BB 1 502.5 270169 9198.4
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 607.4 270274 9199.1
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 698.9 270366 9199.7
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 744.0 270411 9200.0
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 752.2 270419 9200.1
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 756.1 270423 9200.1
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 894.1 270561 9201.0
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 990.0 270657 9201.7
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 1085.6 270752 9202.3
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 1108.4 270775 9202.5
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1143.9 270811 9202.7
## - TEAM_FIELDING_E 1 1225.5 270892 9203.3
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 1345.7 271013 9204.1
## - TEAM_BATTING_HR 1 1387.4 271054 9204.3
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 1591.2 271258 9205.7
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1594.7 271262 9205.7
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1634.2 271301 9206.0
## - TEAM_BATTING_3B 1 1677.9 271345 9206.3
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1819.9 271487 9207.2
## - TEAM_FIELDING_DP 1 2189.5 271856 9209.7
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 2334.2 272001 9210.7
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 2381.1 272048 9211.0
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2707.5 272374 9213.2
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 3133.6 272800 9216.0
## - TEAM_BASERUN_SB 1 3290.5 272957 9217.1
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 3534.8 273202 9218.7
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3822.2 273489 9220.6
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 4709.5 274376 9226.5
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 5542.1 275209 9232.0
## - TEAM_BATTING_2B 1 7078.4 276745 9242.2
##
## Step: AIC=9195.32
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB + TEAM_FIELDING_E +
## TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_E` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_BASERUN_CS` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_BASERUN_CS` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_BATTING_SO` + `TEAM_BATTING_BB:TEAM_BASERUN_SB` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_FIELDING_DP` + `TEAM_BATTING_SO:TEAM_BASERUN_SB` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BATTING_SO:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 94.8 269810 9194.0
## - `TEAM_BATTING_BB:TEAM_BASERUN_SB` 1 97.3 269813 9194.0
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 128.2 269844 9194.2
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 159.7 269875 9194.4
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 228.9 269944 9194.9
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 269.8 269985 9195.1
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 280.9 269996 9195.2
## <none> 269715 9195.3
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 365.1 270081 9195.8
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 375.9 270091 9195.9
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 387.0 270102 9195.9
## - TEAM_BATTING_SO 1 389.7 270105 9196.0
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 427.2 270143 9196.2
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 462.9 270178 9196.4
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 480.6 270196 9196.6
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 483.7 270199 9196.6
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 511.4 270227 9196.8
## - TEAM_BATTING_BB 1 546.5 270262 9197.0
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 656.4 270372 9197.8
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 746.2 270462 9198.4
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 774.2 270490 9198.5
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 824.2 270540 9198.9
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 956.0 270671 9199.8
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 961.7 270677 9199.8
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 972.2 270688 9199.9
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 1188.8 270904 9201.3
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1192.0 270907 9201.4
## - TEAM_FIELDING_E 1 1197.9 270913 9201.4
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 1319.6 271035 9202.2
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 1327.4 271043 9202.3
## - TEAM_BATTING_HR 1 1407.3 271123 9202.8
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 1544.0 271259 9203.7
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1585.4 271301 9204.0
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1588.3 271304 9204.0
## - TEAM_BATTING_3B 1 1631.8 271347 9204.3
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1809.2 271525 9205.5
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 2376.9 272092 9209.3
## - TEAM_FIELDING_DP 1 2481.3 272197 9210.0
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2678.6 272394 9211.3
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 2848.4 272564 9212.5
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 3097.3 272813 9214.1
## - TEAM_BASERUN_SB 1 3243.5 272959 9215.1
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 3519.1 273235 9216.9
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3839.3 273555 9219.1
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 4698.5 274414 9224.8
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 5569.8 275285 9230.5
## - TEAM_BATTING_2B 1 7032.5 276748 9240.2
##
## Step: AIC=9193.96
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB + TEAM_FIELDING_E +
## TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_E` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_BASERUN_CS` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_BASERUN_CS` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_BATTING_SO` + `TEAM_BATTING_BB:TEAM_BASERUN_SB` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_FIELDING_DP` + `TEAM_BATTING_SO:TEAM_BASERUN_SB` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_BB:TEAM_BASERUN_SB` 1 89.2 269899 9192.6
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 123.0 269933 9192.8
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 163.0 269973 9193.1
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 258.2 270068 9193.7
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 261.4 270072 9193.7
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 264.7 270075 9193.7
## <none> 269810 9194.0
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 343.9 270154 9194.3
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 371.3 270182 9194.5
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 383.4 270194 9194.6
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 406.5 270217 9194.7
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 422.1 270232 9194.8
## - TEAM_BATTING_BB 1 483.0 270293 9195.2
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 520.8 270331 9195.5
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 541.8 270352 9195.6
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 546.0 270356 9195.6
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 660.2 270470 9196.4
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 679.5 270490 9196.5
## - TEAM_BATTING_SO 1 711.1 270521 9196.8
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 723.4 270534 9196.8
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 847.8 270658 9197.7
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 958.9 270769 9198.4
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1047.9 270858 9199.0
## - TEAM_FIELDING_E 1 1127.8 270938 9199.6
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1247.0 271057 9200.4
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 1295.5 271106 9200.7
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 1370.8 271181 9201.2
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 1378.0 271188 9201.2
## - TEAM_BATTING_HR 1 1381.4 271192 9201.3
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 1470.8 271281 9201.9
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1540.8 271351 9202.3
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1546.1 271356 9202.4
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 1585.1 271395 9202.6
## - TEAM_BATTING_3B 1 1768.0 271578 9203.9
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1809.8 271620 9204.1
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 2282.3 272093 9207.3
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2629.9 272440 9209.6
## - TEAM_FIELDING_DP 1 2693.7 272504 9210.1
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 2755.8 272566 9210.5
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 3094.1 272904 9212.7
## - TEAM_BASERUN_SB 1 3173.0 272983 9213.3
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 3458.2 273268 9215.2
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3764.7 273575 9217.2
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 4937.2 274747 9225.0
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 5558.8 275369 9229.1
## - TEAM_BATTING_2B 1 6939.6 276750 9238.2
##
## Step: AIC=9192.57
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB + TEAM_FIELDING_E +
## TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_E` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_BASERUN_CS` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_BASERUN_CS` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_BATTING_SO` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_FIELDING_DP` +
## `TEAM_BATTING_SO:TEAM_BASERUN_SB` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 103.5 270003 9191.3
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 177.6 270077 9191.8
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 236.4 270136 9192.2
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 257.9 270157 9192.3
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 291.6 270191 9192.5
## <none> 269899 9192.6
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 322.3 270222 9192.7
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 359.2 270259 9193.0
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 385.3 270285 9193.2
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 479.4 270379 9193.8
## - TEAM_BATTING_BB 1 485.1 270384 9193.8
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 524.8 270424 9194.1
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 583.7 270483 9194.5
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 614.6 270514 9194.7
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 651.5 270551 9195.0
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 662.0 270561 9195.0
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 682.2 270582 9195.2
## - TEAM_BATTING_SO 1 731.8 270631 9195.5
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 787.6 270687 9195.9
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 847.1 270746 9196.3
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 955.9 270855 9197.0
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 970.8 270870 9197.1
## - TEAM_FIELDING_E 1 1114.7 271014 9198.1
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 1289.4 271189 9199.2
## - TEAM_BATTING_HR 1 1335.7 271235 9199.6
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1336.2 271236 9199.6
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 1380.3 271280 9199.9
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 1434.8 271334 9200.2
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 1441.5 271341 9200.3
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1512.1 271411 9200.7
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 1540.5 271440 9200.9
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1569.4 271469 9201.1
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1847.2 271747 9203.0
## - TEAM_BATTING_3B 1 1849.6 271749 9203.0
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 2301.9 272201 9206.0
## - TEAM_FIELDING_DP 1 2649.3 272549 9208.4
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 2684.2 272584 9208.6
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2692.4 272592 9208.6
## - TEAM_BASERUN_SB 1 3200.6 273100 9212.0
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 3319.2 273219 9212.8
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 3564.1 273463 9214.5
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3742.9 273642 9215.6
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 5056.3 274956 9224.4
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 5574.8 275474 9227.8
## - TEAM_BATTING_2B 1 7013.0 276912 9237.3
##
## Step: AIC=9191.26
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB + TEAM_FIELDING_E +
## TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_E` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_BASERUN_CS` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_BATTING_SO` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_FIELDING_DP` + `TEAM_BATTING_SO:TEAM_BASERUN_SB` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 202.2 270205 9190.6
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 222.0 270225 9190.8
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 244.6 270247 9190.9
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 248.9 270252 9190.9
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 295.5 270298 9191.3
## <none> 270003 9191.3
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 371.8 270375 9191.8
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 392.1 270395 9191.9
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 493.8 270497 9192.6
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 520.1 270523 9192.8
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 522.6 270526 9192.8
## - TEAM_BATTING_BB 1 531.4 270534 9192.8
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 572.4 270575 9193.1
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 673.2 270676 9193.8
## - TEAM_BATTING_SO 1 709.3 270712 9194.0
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 779.3 270782 9194.5
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 789.0 270792 9194.6
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 900.3 270903 9195.3
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 930.9 270934 9195.5
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 965.1 270968 9195.8
## - TEAM_BATTING_HR 1 1256.3 271259 9197.7
## - TEAM_FIELDING_E 1 1257.0 271260 9197.7
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 1279.7 271283 9197.9
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 1311.6 271314 9198.1
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1330.8 271334 9198.2
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 1361.8 271365 9198.4
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 1468.4 271471 9199.1
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1502.5 271505 9199.4
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1523.9 271527 9199.5
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 1555.8 271559 9199.7
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 1643.4 271646 9200.3
## - TEAM_BATTING_3B 1 1759.1 271762 9201.1
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1810.4 271813 9201.4
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 2318.5 272321 9204.8
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2723.2 272726 9207.5
## - TEAM_FIELDING_DP 1 2760.5 272763 9207.8
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 2796.2 272799 9208.0
## - TEAM_BASERUN_SB 1 3165.4 273168 9210.5
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 3422.8 273426 9212.2
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 3492.1 273495 9212.7
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 3665.8 273669 9213.8
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 5365.0 275368 9225.1
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 5586.6 275590 9226.6
## - TEAM_BATTING_2B 1 7133.7 277137 9236.8
##
## Step: AIC=9190.63
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB + TEAM_FIELDING_E +
## TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_BASERUN_SB` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_BATTING_SO` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_FIELDING_DP` +
## `TEAM_BATTING_SO:TEAM_BASERUN_SB` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 170.1 270375 9189.8
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 218.4 270424 9190.1
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 289.1 270494 9190.6
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 293.2 270498 9190.6
## <none> 270205 9190.6
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 352.3 270557 9191.0
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 411.1 270616 9191.4
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 444.2 270649 9191.6
## - TEAM_BATTING_BB 1 483.8 270689 9191.9
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 564.3 270769 9192.4
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 575.2 270780 9192.5
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 600.8 270806 9192.7
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 606.7 270812 9192.7
## - TEAM_BATTING_SO 1 634.8 270840 9192.9
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 675.7 270881 9193.2
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 772.2 270977 9193.8
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 884.2 271089 9194.6
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 894.5 271100 9194.6
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 974.3 271179 9195.2
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 1272.8 271478 9197.2
## - TEAM_FIELDING_E 1 1324.7 271530 9197.5
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1406.2 271611 9198.1
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 1442.0 271647 9198.3
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 1486.7 271692 9198.6
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1493.7 271699 9198.7
## - TEAM_BATTING_HR 1 1496.8 271702 9198.7
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 1552.0 271757 9199.1
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1553.2 271758 9199.1
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 1576.2 271781 9199.2
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 1639.1 271844 9199.6
## - TEAM_BATTING_3B 1 1800.1 272005 9200.7
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2082.0 272287 9202.6
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 2562.4 272768 9205.8
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2565.5 272771 9205.8
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 2882.9 273088 9208.0
## - TEAM_FIELDING_DP 1 2946.3 273151 9208.4
## - TEAM_BASERUN_SB 1 3386.7 273592 9211.3
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 3410.0 273615 9211.5
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 3411.5 273617 9211.5
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 5225.3 275430 9223.5
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 5385.7 275591 9224.6
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 5735.5 275941 9226.9
## - TEAM_BATTING_2B 1 6932.3 277137 9234.8
##
## Step: AIC=9189.77
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB + TEAM_FIELDING_E +
## TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_BASERUN_CS` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_BATTING_SO` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_FIELDING_DP` + `TEAM_BATTING_SO:TEAM_BASERUN_SB` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 185.6 270561 9189.0
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 210.6 270586 9189.2
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 271.8 270647 9189.6
## <none> 270375 9189.8
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 303.7 270679 9189.8
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 361.1 270736 9190.2
## - TEAM_BATTING_BB 1 419.0 270794 9190.6
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 468.1 270843 9190.9
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 592.3 270968 9191.8
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 606.4 270982 9191.9
## - TEAM_BATTING_SO 1 666.1 271041 9192.3
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 674.9 271050 9192.3
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 717.7 271093 9192.6
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 731.4 271107 9192.7
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 806.4 271182 9193.2
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 865.5 271241 9193.6
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 908.0 271283 9193.9
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 941.9 271317 9194.1
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1265.4 271641 9196.3
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 1287.5 271663 9196.4
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1379.0 271754 9197.0
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 1424.9 271800 9197.3
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 1455.4 271831 9197.5
## - TEAM_FIELDING_E 1 1473.2 271848 9197.7
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 1529.2 271904 9198.0
## - TEAM_BATTING_HR 1 1551.1 271926 9198.2
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1599.5 271975 9198.5
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 1603.6 271979 9198.5
## - TEAM_BATTING_3B 1 1630.5 272006 9198.7
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 1753.0 272128 9199.5
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1921.5 272297 9200.7
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2438.6 272814 9204.1
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 2609.6 272985 9205.3
## - TEAM_FIELDING_DP 1 2930.4 273306 9207.4
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 2932.6 273308 9207.4
## - TEAM_BASERUN_SB 1 3371.6 273747 9210.3
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 3536.8 273912 9211.4
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 3869.9 274245 9213.7
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 5391.6 275767 9223.7
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 5499.6 275875 9224.4
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 5720.3 276096 9225.9
## - TEAM_BATTING_2B 1 7203.6 277579 9235.7
##
## Step: AIC=9189.02
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB + TEAM_FIELDING_E +
## TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_BASERUN_CS` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_BATTING_SO` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_FIELDING_DP` +
## `TEAM_BATTING_SO:TEAM_BASERUN_SB` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 253.3 270814 9188.7
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 267.2 270828 9188.8
## <none> 270561 9189.0
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 310.2 270871 9189.1
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 330.9 270892 9189.2
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 433.0 270994 9189.9
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 522.7 271084 9190.5
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 568.8 271130 9190.8
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 653.9 271215 9191.4
## - TEAM_BATTING_BB 1 655.2 271216 9191.4
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 707.0 271268 9191.8
## - TEAM_BATTING_SO 1 714.0 271275 9191.8
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 807.0 271368 9192.4
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 892.4 271453 9193.0
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 893.1 271454 9193.0
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 894.0 271455 9193.0
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 1210.8 271772 9195.2
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 1250.3 271811 9195.4
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1261.0 271822 9195.5
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1348.5 271909 9196.1
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 1394.3 271955 9196.4
## - TEAM_FIELDING_E 1 1509.5 272070 9197.2
## - TEAM_BATTING_HR 1 1555.7 272117 9197.5
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 1565.0 272126 9197.5
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 1580.9 272142 9197.6
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 1605.2 272166 9197.8
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1701.1 272262 9198.4
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 1709.3 272270 9198.5
## - TEAM_BATTING_3B 1 1819.8 272381 9199.2
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1934.5 272495 9200.0
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2363.4 272924 9202.9
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 2545.0 273106 9204.1
## - TEAM_FIELDING_DP 1 2771.7 273333 9205.6
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 2772.4 273333 9205.6
## - TEAM_BASERUN_SB 1 3328.4 273889 9209.3
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 3439.2 274000 9210.0
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 3903.2 274464 9213.1
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 5417.7 275979 9223.1
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 5461.9 276023 9223.4
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 5712.3 276273 9225.1
## - TEAM_BATTING_2B 1 7146.4 277707 9234.5
##
## Step: AIC=9188.73
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB + TEAM_FIELDING_E +
## TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_BASERUN_SB` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_BATTING_SO` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_FIELDING_DP` + `TEAM_BATTING_SO:TEAM_BASERUN_SB` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 278.8 271093 9188.6
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 295.0 271109 9188.7
## <none> 270814 9188.7
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 368.7 271183 9189.2
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 539.3 271353 9190.4
## - TEAM_BATTING_SO 1 565.1 271379 9190.5
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 580.3 271394 9190.6
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 649.3 271463 9191.1
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 685.5 271500 9191.3
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 686.9 271501 9191.3
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 691.8 271506 9191.4
## - TEAM_BATTING_BB 1 736.6 271551 9191.7
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 800.6 271615 9192.1
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 882.0 271696 9192.6
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 910.4 271725 9192.8
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 1245.5 272060 9195.1
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 1290.7 272105 9195.4
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1302.1 272116 9195.5
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1344.8 272159 9195.7
## - TEAM_BATTING_HR 1 1348.3 272162 9195.8
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 1372.5 272187 9195.9
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 1396.9 272211 9196.1
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 1517.3 272331 9196.9
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 1545.4 272360 9197.1
## - TEAM_FIELDING_E 1 1553.8 272368 9197.1
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 1684.8 272499 9198.0
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 1838.4 272653 9199.0
## - TEAM_BATTING_3B 1 1849.9 272664 9199.1
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2297.9 273112 9202.1
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 2411.7 273226 9202.9
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 2518.2 273332 9203.6
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 2558.9 273373 9203.9
## - TEAM_FIELDING_DP 1 2606.1 273420 9204.2
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 3430.1 274244 9209.6
## - TEAM_BASERUN_SB 1 3439.3 274253 9209.7
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 3729.9 274544 9211.6
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 5565.9 276380 9223.8
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 5679.6 276494 9224.5
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 7200.3 278014 9234.5
## - TEAM_BATTING_2B 1 8230.2 279044 9241.2
##
## Step: AIC=9188.6
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB + TEAM_FIELDING_E +
## TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_BASERUN_SB` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_BATTING_SO` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_FIELDING_DP` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## <none> 271093 9188.6
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 390.3 271483 9189.2
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 438.5 271531 9189.5
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 536.0 271629 9190.2
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 555.5 271648 9190.3
## - TEAM_BATTING_SO 1 555.7 271649 9190.3
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 573.9 271667 9190.5
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 643.8 271737 9190.9
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 686.5 271779 9191.2
## - TEAM_BATTING_BB 1 730.3 271823 9191.5
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 808.1 271901 9192.0
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 972.6 272066 9193.1
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1025.1 272118 9193.5
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 1297.7 272391 9195.3
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 1318.4 272411 9195.4
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 1333.0 272426 9195.5
## - TEAM_BATTING_HR 1 1334.1 272427 9195.5
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1349.0 272442 9195.6
## - TEAM_FIELDING_E 1 1406.6 272500 9196.0
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1453.2 272546 9196.3
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 1515.5 272608 9196.8
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 1539.3 272632 9196.9
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 1715.6 272808 9198.1
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 1815.4 272908 9198.8
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 1918.4 273011 9199.4
## - TEAM_BATTING_3B 1 2009.5 273102 9200.0
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2169.5 273262 9201.1
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2307.8 273401 9202.0
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 2420.5 273513 9202.8
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 2468.7 273562 9203.1
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 2470.3 273563 9203.1
## - TEAM_FIELDING_DP 1 2609.2 273702 9204.0
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 3174.2 274267 9207.8
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 3472.4 274565 9209.8
## - TEAM_BASERUN_SB 1 4080.9 275174 9213.8
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 5389.5 276482 9222.4
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 5427.5 276520 9222.7
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 7786.3 278879 9238.2
## - TEAM_BATTING_2B 1 8323.8 279417 9241.7
## Start: AIC=11509.86
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB +
## TEAM_BASERUN_CS + TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_E` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_BASERUN_CS` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_BASERUN_CS` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_HR:TEAM_FIELDING_DP` + `TEAM_BATTING_BB:TEAM_BATTING_SO` +
## `TEAM_BATTING_BB:TEAM_BASERUN_SB` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_FIELDING_DP` +
## `TEAM_BATTING_SO:TEAM_BASERUN_SB` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BATTING_SO:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_SB:TEAM_BASERUN_CS` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_DP` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_BB:TEAM_BASERUN_SB` 1 0.0 340449 11508
## - TEAM_BATTING_SO 1 1.4 340450 11508
## - `TEAM_BASERUN_SB:TEAM_BASERUN_CS` 1 1.6 340451 11508
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 3.4 340452 11508
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 44.0 340493 11508
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 51.3 340500 11508
## - TEAM_BATTING_H 1 60.9 340510 11508
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 64.3 340513 11508
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 83.7 340533 11508
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 104.3 340553 11509
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 107.0 340556 11509
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 111.5 340561 11509
## - TEAM_BASERUN_CS 1 135.8 340585 11509
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 136.7 340586 11509
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 172.7 340622 11509
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 209.2 340658 11509
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 213.5 340663 11509
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 285.2 340734 11510
## <none> 340449 11510
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 337.2 340786 11510
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 350.8 340800 11510
## - TEAM_BATTING_BB 1 358.2 340807 11510
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 369.7 340819 11510
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 424.6 340874 11511
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 512.7 340962 11511
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 518.7 340968 11511
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 536.7 340986 11511
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 536.8 340986 11511
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 816.2 341265 11513
## - TEAM_BATTING_HR 1 822.4 341271 11513
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 832.5 341282 11513
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 849.7 341299 11514
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 1009.1 341458 11515
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 1063.2 341512 11515
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 1083.6 341533 11515
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 1103.0 341552 11515
## - TEAM_BATTING_3B 1 1211.2 341660 11516
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1228.3 341677 11516
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1260.6 341710 11516
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1276.1 341725 11516
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1288.1 341737 11516
## - TEAM_FIELDING_DP 1 1455.7 341905 11518
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1835.5 342285 11520
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1840.4 342289 11520
## - TEAM_FIELDING_E 1 1930.1 342379 11521
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2321.8 342771 11523
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 2391.0 342840 11524
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 2657.3 343106 11526
## - TEAM_BASERUN_SB 1 2987.2 343436 11528
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 3021.4 343470 11528
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 3150.5 343600 11529
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 3398.1 343847 11530
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 3930.6 344380 11534
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 4693.7 345143 11539
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 6300.1 346749 11550
## - TEAM_BATTING_2B 1 7208.5 347658 11556
##
## Step: AIC=11507.86
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB +
## TEAM_BASERUN_CS + TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_E` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_BASERUN_CS` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_BASERUN_CS` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_HR:TEAM_FIELDING_DP` + `TEAM_BATTING_BB:TEAM_BATTING_SO` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_FIELDING_DP` + `TEAM_BATTING_SO:TEAM_BASERUN_SB` +
## `TEAM_BATTING_SO:TEAM_BASERUN_CS` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BATTING_SO:TEAM_FIELDING_DP` + `TEAM_BASERUN_SB:TEAM_BASERUN_CS` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_BASERUN_CS:TEAM_FIELDING_DP` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - TEAM_BATTING_SO 1 1.4 340450 11506
## - `TEAM_BASERUN_SB:TEAM_BASERUN_CS` 1 1.6 340451 11506
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 3.4 340452 11506
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 44.2 340493 11506
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 51.3 340500 11506
## - TEAM_BATTING_H 1 60.9 340510 11506
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 64.6 340514 11506
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 84.6 340534 11506
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 105.3 340554 11507
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 107.0 340556 11507
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 111.6 340561 11507
## - TEAM_BASERUN_CS 1 135.8 340585 11507
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 136.7 340586 11507
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 173.7 340623 11507
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 209.6 340659 11507
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 214.0 340663 11507
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 285.2 340734 11508
## <none> 340449 11508
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 337.9 340787 11508
## - TEAM_BATTING_BB 1 358.3 340807 11508
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 370.7 340820 11508
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 374.6 340824 11508
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 432.6 340882 11509
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 525.6 340975 11509
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 536.9 340986 11509
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 544.3 340993 11510
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 549.1 340998 11510
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 816.3 341265 11511
## - TEAM_BATTING_HR 1 822.5 341272 11511
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 832.7 341282 11511
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 1014.1 341463 11513
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1027.7 341477 11513
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 1078.3 341527 11513
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 1084.2 341533 11513
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 1109.8 341559 11513
## - TEAM_BATTING_3B 1 1218.3 341667 11514
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1249.2 341698 11514
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1262.1 341711 11514
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1290.3 341739 11514
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1312.1 341761 11515
## - TEAM_FIELDING_DP 1 1457.1 341906 11516
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1837.4 342286 11518
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1840.4 342289 11518
## - TEAM_FIELDING_E 1 1930.4 342379 11519
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2325.8 342775 11521
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 2459.2 342908 11522
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 2679.8 343129 11524
## - TEAM_BASERUN_SB 1 3019.2 343468 11526
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 3045.5 343494 11526
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 3177.8 343627 11527
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 3401.3 343850 11528
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 4018.6 344468 11533
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 4696.4 345145 11537
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 6306.7 346756 11548
## - TEAM_BATTING_2B 1 7209.4 347658 11554
##
## Step: AIC=11505.87
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + TEAM_BASERUN_SB + TEAM_BASERUN_CS +
## TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_E` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_BASERUN_CS` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_BASERUN_CS` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_HR:TEAM_FIELDING_DP` + `TEAM_BATTING_BB:TEAM_BATTING_SO` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_FIELDING_DP` + `TEAM_BATTING_SO:TEAM_BASERUN_SB` +
## `TEAM_BATTING_SO:TEAM_BASERUN_CS` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BATTING_SO:TEAM_FIELDING_DP` + `TEAM_BASERUN_SB:TEAM_BASERUN_CS` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_BASERUN_CS:TEAM_FIELDING_DP` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BASERUN_SB:TEAM_BASERUN_CS` 1 1.2 340452 11504
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 3.4 340454 11504
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 43.0 340493 11504
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 58.6 340509 11504
## - TEAM_BATTING_H 1 74.6 340525 11504
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 78.2 340529 11504
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 84.5 340535 11504
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 105.8 340556 11505
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 113.5 340564 11505
## - TEAM_BASERUN_CS 1 137.4 340588 11505
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 138.0 340588 11505
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 143.6 340594 11505
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 173.0 340623 11505
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 212.6 340663 11505
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 221.2 340672 11505
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 284.6 340735 11506
## <none> 340450 11506
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 342.8 340793 11506
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 370.8 340821 11506
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 377.0 340827 11506
## - TEAM_BATTING_BB 1 378.6 340829 11506
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 457.3 340908 11507
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 541.7 340992 11508
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 544.6 340995 11508
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 549.9 341000 11508
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 552.5 341003 11508
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 840.7 341291 11510
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 845.3 341296 11510
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 1015.3 341466 11511
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1026.4 341477 11511
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 1080.6 341531 11511
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 1084.6 341535 11511
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 1111.2 341562 11511
## - TEAM_BATTING_HR 1 1112.6 341563 11511
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1248.6 341699 11512
## - TEAM_BATTING_3B 1 1280.5 341731 11512
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1291.7 341742 11512
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1310.8 341761 11513
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1387.3 341838 11513
## - TEAM_FIELDING_DP 1 1717.2 342168 11515
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1836.1 342286 11516
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1877.3 342328 11516
## - TEAM_FIELDING_E 1 1983.0 342433 11517
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2325.9 342776 11519
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 2458.0 342908 11520
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 2719.1 343170 11522
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 3048.3 343499 11524
## - TEAM_BASERUN_SB 1 3074.2 343525 11524
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 3190.2 343641 11525
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 4017.3 344468 11531
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 4612.2 345063 11534
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 4723.1 345174 11535
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 6310.1 346761 11546
## - TEAM_BATTING_2B 1 7218.8 347669 11552
##
## Step: AIC=11503.87
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + TEAM_BASERUN_SB + TEAM_BASERUN_CS +
## TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_E` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_BASERUN_CS` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_BASERUN_CS` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_HR:TEAM_FIELDING_DP` + `TEAM_BATTING_BB:TEAM_BATTING_SO` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_FIELDING_DP` + `TEAM_BATTING_SO:TEAM_BASERUN_SB` +
## `TEAM_BATTING_SO:TEAM_BASERUN_CS` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BATTING_SO:TEAM_FIELDING_DP` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_DP` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 3.5 340455 11502
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 42.2 340494 11502
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 60.1 340512 11502
## - TEAM_BATTING_H 1 74.1 340526 11502
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 78.0 340530 11502
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 84.8 340537 11502
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 106.2 340558 11503
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 113.0 340565 11503
## - TEAM_BASERUN_CS 1 138.1 340590 11503
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 139.0 340591 11503
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 162.7 340614 11503
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 172.4 340624 11503
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 211.4 340663 11503
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 221.7 340673 11503
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 298.7 340750 11504
## <none> 340452 11504
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 342.3 340794 11504
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 369.8 340821 11504
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 376.5 340828 11504
## - TEAM_BATTING_BB 1 377.6 340829 11504
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 458.1 340910 11505
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 540.8 340992 11506
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 546.4 340998 11506
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 549.9 341002 11506
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 551.3 341003 11506
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 844.1 341296 11508
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 848.6 341300 11508
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 1023.9 341476 11509
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1027.7 341479 11509
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 1080.8 341532 11509
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 1084.5 341536 11509
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 1112.3 341564 11509
## - TEAM_BATTING_HR 1 1113.0 341565 11509
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1247.9 341700 11510
## - TEAM_BATTING_3B 1 1280.1 341732 11510
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1294.9 341747 11510
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1309.9 341762 11511
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1387.3 341839 11511
## - TEAM_FIELDING_DP 1 1730.1 342182 11513
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1838.9 342291 11514
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1876.3 342328 11514
## - TEAM_FIELDING_E 1 2005.6 342457 11515
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2324.8 342776 11517
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 2458.0 342910 11518
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 2736.8 343188 11520
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 3048.8 343500 11522
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 3210.1 343662 11523
## - TEAM_BASERUN_SB 1 3265.9 343718 11524
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 4019.6 344471 11529
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 4647.5 345099 11533
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 4727.9 345180 11533
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 6309.5 346761 11544
## - TEAM_BATTING_2B 1 7225.2 347677 11550
##
## Step: AIC=11501.9
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + TEAM_BASERUN_SB + TEAM_BASERUN_CS +
## TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_E` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_BASERUN_SB` + `TEAM_BATTING_HR:TEAM_BASERUN_CS` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_HR:TEAM_FIELDING_DP` +
## `TEAM_BATTING_BB:TEAM_BATTING_SO` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_FIELDING_DP` +
## `TEAM_BATTING_SO:TEAM_BASERUN_SB` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BATTING_SO:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_BASERUN_CS:TEAM_FIELDING_DP` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_HR:TEAM_BASERUN_CS` 1 41.8 340497 11500
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 60.7 340516 11500
## - TEAM_BATTING_H 1 71.5 340527 11500
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 78.6 340534 11500
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 87.9 340543 11500
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 102.7 340558 11501
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 115.1 340570 11501
## - TEAM_BASERUN_CS 1 136.9 340592 11501
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 163.6 340619 11501
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 171.1 340626 11501
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 186.5 340642 11501
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 213.9 340669 11501
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 224.9 340680 11501
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 298.2 340753 11502
## <none> 340455 11502
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 340.7 340796 11502
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 367.1 340822 11502
## - TEAM_BATTING_BB 1 391.4 340847 11502
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 415.4 340871 11503
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 474.0 340929 11503
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 544.0 340999 11504
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 546.4 341002 11504
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 547.9 341003 11504
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 571.9 341027 11504
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 848.2 341303 11506
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 1020.4 341476 11507
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1076.0 341531 11507
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 1109.0 341564 11507
## - TEAM_BATTING_HR 1 1113.8 341569 11507
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 1144.1 341599 11508
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 1149.4 341605 11508
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1188.7 341644 11508
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1244.6 341700 11508
## - TEAM_BATTING_3B 1 1276.6 341732 11508
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1294.9 341750 11508
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1306.5 341762 11509
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1411.2 341866 11509
## - TEAM_FIELDING_DP 1 1731.2 342186 11511
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1837.4 342293 11512
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1886.5 342342 11512
## - TEAM_FIELDING_E 1 2069.2 342524 11514
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2321.3 342776 11515
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 2459.2 342914 11516
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 2746.5 343202 11518
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 3073.2 343528 11520
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 3223.3 343678 11521
## - TEAM_BASERUN_SB 1 3289.1 343744 11522
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 4018.9 344474 11527
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 4673.0 345128 11531
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 4758.6 345214 11532
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 6403.5 346859 11542
## - TEAM_BATTING_2B 1 7384.8 347840 11549
##
## Step: AIC=11500.18
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + TEAM_BASERUN_SB + TEAM_BASERUN_CS +
## TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_BASERUN_CS` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_E` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_BASERUN_SB` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_HR:TEAM_FIELDING_DP` + `TEAM_BATTING_BB:TEAM_BATTING_SO` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_FIELDING_DP` + `TEAM_BATTING_SO:TEAM_BASERUN_SB` +
## `TEAM_BATTING_SO:TEAM_BASERUN_CS` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BATTING_SO:TEAM_FIELDING_DP` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_DP` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - TEAM_BATTING_H 1 58.5 340556 11499
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 69.5 340566 11499
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 72.0 340569 11499
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 73.8 340571 11499
## - TEAM_BASERUN_CS 1 100.4 340597 11499
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 110.2 340607 11499
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 111.5 340608 11499
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 171.7 340669 11499
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 193.0 340690 11500
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 258.6 340756 11500
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 271.0 340768 11500
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 288.2 340785 11500
## <none> 340497 11500
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 300.0 340797 11500
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 374.8 340872 11501
## - TEAM_BATTING_BB 1 398.6 340896 11501
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 427.0 340924 11501
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 477.7 340975 11501
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 505.4 341002 11502
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 506.9 341004 11502
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 535.0 341032 11502
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 540.0 341037 11502
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 562.6 341060 11502
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 807.1 341304 11504
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 1012.8 341510 11505
## - TEAM_BATTING_HR 1 1073.7 341571 11505
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1081.5 341578 11505
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 1095.9 341593 11506
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 1139.4 341636 11506
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 1150.2 341647 11506
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1174.5 341671 11506
## - TEAM_BATTING_3B 1 1239.5 341736 11506
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1250.9 341748 11506
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1271.0 341768 11507
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1383.8 341881 11507
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1448.1 341945 11508
## - TEAM_FIELDING_DP 1 1786.4 342283 11510
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1837.5 342334 11510
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1852.9 342350 11510
## - TEAM_FIELDING_E 1 2123.0 342620 11512
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2315.8 342813 11514
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 2498.4 342995 11515
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 2718.8 343216 11516
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 3050.9 343548 11518
## - TEAM_BASERUN_SB 1 3247.4 343744 11520
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 3279.4 343776 11520
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 4149.6 344647 11526
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 4721.7 345219 11530
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 4999.5 345496 11531
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 6415.7 346913 11541
## - TEAM_BATTING_2B 1 7347.3 347844 11547
##
## Step: AIC=11498.57
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BASERUN_SB + TEAM_BASERUN_CS + TEAM_FIELDING_E +
## TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_E` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_BASERUN_CS` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_HR:TEAM_FIELDING_DP` +
## `TEAM_BATTING_BB:TEAM_BATTING_SO` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_FIELDING_DP` +
## `TEAM_BATTING_SO:TEAM_BASERUN_SB` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BATTING_SO:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_BASERUN_CS:TEAM_FIELDING_DP` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - TEAM_BASERUN_CS 1 66.1 340622 11497
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 66.9 340622 11497
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 84.7 340640 11497
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 85.4 340641 11497
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 86.1 340642 11497
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 142.7 340698 11498
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 172.3 340728 11498
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 198.9 340754 11498
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 241.2 340797 11498
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 245.5 340801 11498
## <none> 340556 11499
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 314.3 340870 11499
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 358.5 340914 11499
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 367.5 340923 11499
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 389.6 340945 11499
## - TEAM_BATTING_BB 1 411.4 340967 11499
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 465.4 341021 11500
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 478.4 341034 11500
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 480.0 341036 11500
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 520.1 341076 11500
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 525.5 341081 11500
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 589.7 341145 11500
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 787.7 341343 11502
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 970.3 341526 11503
## - TEAM_BATTING_HR 1 1042.5 341598 11504
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1047.7 341603 11504
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 1087.5 341643 11504
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 1105.6 341661 11504
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 1125.5 341681 11504
## - TEAM_BATTING_3B 1 1181.6 341737 11504
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1214.9 341770 11505
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1216.8 341772 11505
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1280.1 341836 11505
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1348.2 341904 11506
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 1644.4 342200 11508
## - TEAM_FIELDING_DP 1 1775.9 342331 11508
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1857.8 342413 11509
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 2089.3 342645 11510
## - TEAM_FIELDING_E 1 2106.5 342662 11511
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2290.3 342846 11512
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 2616.7 343172 11514
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 2738.7 343294 11515
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 3114.7 343670 11517
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 3239.6 343795 11518
## - TEAM_BASERUN_SB 1 3328.4 343884 11519
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 4173.0 344729 11524
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 4742.3 345298 11528
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 4946.5 345502 11529
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 6362.8 346918 11539
## - TEAM_BATTING_2B 1 7505.3 348061 11546
##
## Step: AIC=11497.01
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BASERUN_SB + TEAM_FIELDING_E + TEAM_FIELDING_DP +
## `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_E` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_BASERUN_CS` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_HR:TEAM_FIELDING_DP` +
## `TEAM_BATTING_BB:TEAM_BATTING_SO` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_FIELDING_DP` +
## `TEAM_BATTING_SO:TEAM_BASERUN_SB` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BATTING_SO:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_BASERUN_CS:TEAM_FIELDING_DP` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_SO:TEAM_BASERUN_SB` 1 61.5 340683 11495
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 70.4 340692 11496
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 88.1 340710 11496
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 102.2 340724 11496
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 125.8 340747 11496
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 161.9 340784 11496
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 193.5 340815 11496
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 194.4 340816 11496
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 252.0 340874 11497
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 273.9 340896 11497
## <none> 340622 11497
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 375.9 340997 11498
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 384.9 341006 11498
## - TEAM_BATTING_BB 1 426.4 341048 11498
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 458.4 341080 11498
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 481.1 341103 11498
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 503.7 341125 11498
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 507.0 341129 11498
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 538.6 341160 11499
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 589.7 341211 11499
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 891.5 341513 11501
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 908.4 341530 11501
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1054.4 341676 11502
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 1087.7 341709 11502
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 1139.4 341761 11503
## - TEAM_BATTING_HR 1 1156.8 341778 11503
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 1180.7 341802 11503
## - TEAM_BATTING_3B 1 1185.8 341807 11503
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 1202.4 341824 11503
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1213.1 341835 11503
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1221.3 341843 11503
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1276.4 341898 11504
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1355.0 341977 11504
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1841.5 342463 11507
## - TEAM_FIELDING_DP 1 1890.0 342512 11508
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 2023.4 342645 11508
## - TEAM_FIELDING_E 1 2043.7 342665 11509
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 2064.6 342686 11509
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2321.9 342944 11510
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 2576.7 343198 11512
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 2685.3 343307 11513
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 3098.5 343720 11516
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 3274.7 343896 11517
## - TEAM_BASERUN_SB 1 3296.7 343918 11517
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 4143.6 344765 11522
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 4800.3 345422 11527
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 5230.8 345852 11530
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 6442.4 347064 11538
## - TEAM_BATTING_2B 1 7448.7 348070 11544
##
## Step: AIC=11495.42
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BASERUN_SB + TEAM_FIELDING_E + TEAM_FIELDING_DP +
## `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_E` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_BASERUN_CS` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_HR:TEAM_FIELDING_DP` +
## `TEAM_BATTING_BB:TEAM_BATTING_SO` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_FIELDING_DP` +
## `TEAM_BATTING_SO:TEAM_BASERUN_CS` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BATTING_SO:TEAM_FIELDING_DP` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_DP` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_HR:TEAM_FIELDING_DP` 1 61.2 340744 11494
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 99.9 340783 11494
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 115.3 340798 11494
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 153.2 340836 11494
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 163.3 340846 11494
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 177.4 340860 11495
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 201.0 340884 11495
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 258.9 340942 11495
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 283.0 340966 11495
## <none> 340683 11495
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 357.3 341040 11496
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 376.1 341059 11496
## - TEAM_BATTING_BB 1 434.3 341117 11496
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 483.3 341166 11497
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 514.3 341197 11497
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 523.9 341207 11497
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 529.4 341212 11497
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 530.6 341214 11497
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 932.4 341616 11500
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 1001.5 341685 11500
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 1026.4 341709 11500
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 1036.7 341720 11500
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1110.2 341793 11501
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 1163.1 341846 11501
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 1170.5 341854 11501
## - TEAM_BATTING_HR 1 1183.2 341866 11501
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 1184.6 341868 11501
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1253.6 341937 11502
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1256.1 341939 11502
## - TEAM_BATTING_3B 1 1293.7 341977 11502
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1344.4 342028 11502
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1356.1 342039 11502
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1829.1 342512 11506
## - TEAM_FIELDING_DP 1 1979.4 342662 11507
## - TEAM_FIELDING_E 1 1993.6 342677 11507
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 2030.9 342714 11507
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 2091.9 342775 11507
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 2554.4 343237 11510
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2623.5 343307 11511
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 2631.5 343315 11511
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 3087.0 343770 11514
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 3340.4 344023 11516
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 4084.0 344767 11520
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 4745.1 345428 11525
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 5214.9 345898 11528
## - TEAM_BASERUN_SB 1 5542.5 346226 11530
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 6670.6 347354 11538
## - TEAM_BATTING_2B 1 7466.6 348150 11543
##
## Step: AIC=11493.83
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BASERUN_SB + TEAM_FIELDING_E + TEAM_FIELDING_DP +
## `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_E` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_BASERUN_CS` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_BATTING_SO` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_FIELDING_DP` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BATTING_SO:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_BASERUN_CS:TEAM_FIELDING_DP` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 87.9 340832 11492
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 174.4 340919 11493
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 175.1 340919 11493
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 204.7 340949 11493
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 240.9 340985 11493
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 248.3 340993 11494
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 277.9 341022 11494
## <none> 340744 11494
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 328.7 341073 11494
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 342.1 341086 11494
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 373.8 341118 11494
## - TEAM_BATTING_BB 1 461.3 341206 11495
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 504.2 341249 11495
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 529.2 341274 11495
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 557.7 341302 11496
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 565.7 341310 11496
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 666.1 341410 11496
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 908.1 341652 11498
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 1034.1 341778 11499
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 1046.8 341791 11499
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 1082.3 341827 11499
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 1140.1 341884 11499
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 1145.0 341889 11500
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 1174.1 341918 11500
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1179.8 341924 11500
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1243.2 341987 11500
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1340.7 342085 11501
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1383.9 342128 11501
## - TEAM_BATTING_3B 1 1447.5 342192 11502
## - TEAM_BATTING_HR 1 1453.7 342198 11502
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1533.1 342277 11502
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1772.6 342517 11504
## - TEAM_FIELDING_E 1 1954.9 342699 11505
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 2111.0 342855 11506
## - TEAM_FIELDING_DP 1 2313.9 343058 11507
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 2550.5 343295 11509
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 2615.5 343360 11509
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2636.1 343380 11509
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 3002.0 343746 11512
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 3093.3 343838 11512
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 3665.4 344410 11516
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 4128.1 344872 11519
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 4921.3 345666 11524
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 5386.3 346131 11528
## - TEAM_BASERUN_SB 1 5766.0 346510 11530
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 6656.0 347400 11536
## - TEAM_BATTING_2B 1 7422.7 348167 11541
##
## Step: AIC=11492.42
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BASERUN_SB + TEAM_FIELDING_E + TEAM_FIELDING_DP +
## `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_E` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_BASERUN_SB` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_BATTING_SO` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_FIELDING_DP` +
## `TEAM_BATTING_SO:TEAM_BASERUN_CS` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BATTING_SO:TEAM_FIELDING_DP` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_DP` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 150.5 340983 11491
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 223.4 341056 11492
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 227.9 341060 11492
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 240.5 341073 11492
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 270.8 341103 11492
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 289.3 341122 11492
## <none> 340832 11492
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 309.9 341142 11492
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 334.8 341167 11493
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 393.7 341226 11493
## - TEAM_BATTING_BB 1 424.7 341257 11493
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 482.9 341315 11494
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 517.7 341350 11494
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 527.4 341360 11494
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 530.1 341362 11494
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 690.1 341522 11495
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 923.6 341756 11497
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 1022.5 341855 11497
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 1056.8 341889 11498
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 1085.8 341918 11498
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 1139.4 341972 11498
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1159.5 341992 11498
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 1180.9 342013 11498
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1182.8 342015 11498
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 1187.0 342019 11498
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1267.1 342099 11499
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1298.4 342131 11499
## - TEAM_BATTING_3B 1 1412.8 342245 11500
## - TEAM_BATTING_HR 1 1459.8 342292 11500
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1476.0 342308 11500
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1791.3 342623 11502
## - TEAM_FIELDING_E 1 1940.1 342772 11503
## - TEAM_FIELDING_DP 1 2389.1 343221 11506
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 2422.1 343254 11506
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2551.4 343384 11507
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 2664.2 343496 11508
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 2836.6 343669 11509
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 3002.1 343834 11510
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 3524.4 344357 11514
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 3625.7 344458 11514
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 4334.2 345166 11519
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 4844.0 345676 11522
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 5369.3 346201 11526
## - TEAM_BASERUN_SB 1 5694.7 346527 11528
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 7016.1 347848 11537
## - TEAM_BATTING_2B 1 7349.8 348182 11539
##
## Step: AIC=11491.42
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BASERUN_SB + TEAM_FIELDING_E + TEAM_FIELDING_DP +
## `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_BASERUN_CS` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_E` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_BASERUN_CS` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_BATTING_SO` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_FIELDING_DP` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BATTING_SO:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_BASERUN_CS:TEAM_FIELDING_DP` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_H:TEAM_BASERUN_CS` 1 211.6 341194 11491
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 217.5 341200 11491
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 247.0 341230 11491
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 267.5 341250 11491
## <none> 340983 11491
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 312.3 341295 11492
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 331.4 341314 11492
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 347.6 341330 11492
## - TEAM_BATTING_BB 1 418.6 341401 11492
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 469.8 341453 11493
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 495.8 341479 11493
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 517.0 341500 11493
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 529.5 341512 11493
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 730.0 341713 11494
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 787.5 341770 11495
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 830.5 341813 11495
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 953.9 341937 11496
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 1075.4 342058 11497
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 1133.1 342116 11497
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1142.8 342126 11497
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1143.4 342126 11497
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 1152.8 342136 11497
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 1187.6 342170 11497
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1333.5 342316 11498
## - TEAM_BATTING_3B 1 1367.0 342350 11498
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1447.8 342431 11499
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1454.7 342437 11499
## - TEAM_BATTING_HR 1 1630.9 342614 11500
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 1692.5 342675 11501
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1814.5 342797 11502
## - TEAM_FIELDING_E 1 1909.5 342892 11502
## - TEAM_FIELDING_DP 1 2485.7 343468 11506
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2636.6 343619 11507
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 2754.2 343737 11508
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 2973.3 343956 11509
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 2977.2 343960 11509
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 3450.8 344434 11512
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 3591.4 344574 11513
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 3783.0 344766 11514
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 4466.9 345450 11519
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 4743.7 345726 11521
## - TEAM_BASERUN_SB 1 5651.0 346634 11527
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 7586.9 348570 11540
## - TEAM_BATTING_2B 1 8369.7 349352 11545
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 14825.9 355809 11586
##
## Step: AIC=11490.83
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BASERUN_SB + TEAM_FIELDING_E + TEAM_FIELDING_DP +
## `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_E` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_BASERUN_SB` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_BATTING_SO` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_FIELDING_DP` +
## `TEAM_BATTING_SO:TEAM_BASERUN_CS` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BATTING_SO:TEAM_FIELDING_DP` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_DP` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 229.8 341424 11490
## <none> 341194 11491
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 316.3 341511 11491
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 342.2 341537 11491
## - TEAM_BATTING_BB 1 350.1 341544 11491
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 388.7 341583 11491
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 471.4 341666 11492
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 499.9 341694 11492
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 509.7 341704 11492
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 584.3 341779 11493
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 600.1 341794 11493
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 628.9 341823 11493
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 798.2 341993 11494
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 838.8 342033 11494
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 928.4 342123 11495
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 956.5 342151 11495
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 985.6 342180 11495
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 997.5 342192 11496
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1006.5 342201 11496
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 1051.2 342246 11496
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 1125.9 342320 11496
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1169.0 342363 11497
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1214.8 342409 11497
## - TEAM_BATTING_3B 1 1320.3 342515 11498
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1413.4 342608 11498
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1506.8 342701 11499
## - TEAM_BATTING_HR 1 1660.5 342855 11500
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1867.4 343062 11501
## - TEAM_FIELDING_E 1 2218.7 343413 11504
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 2281.7 343476 11504
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2700.5 343895 11507
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 2736.0 343930 11507
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 2800.7 343995 11507
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 3174.3 344369 11510
## - TEAM_FIELDING_DP 1 3605.2 344800 11513
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 3670.0 344864 11513
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 3732.6 344927 11514
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 4618.1 345812 11519
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 4640.9 345835 11520
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 5322.5 346517 11524
## - TEAM_BASERUN_SB 1 5556.7 346751 11526
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 7634.0 348828 11539
## - TEAM_BATTING_2B 1 8163.8 349358 11543
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 14881.0 356075 11586
##
## Step: AIC=11490.37
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BASERUN_SB + TEAM_FIELDING_E + TEAM_FIELDING_DP +
## `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_E` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_BASERUN_CS` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_BATTING_SO` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_FIELDING_DP` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BATTING_SO:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_BASERUN_CS:TEAM_FIELDING_DP` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_SO:TEAM_FIELDING_DP` 1 271.6 341696 11490
## <none> 341424 11490
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 322.4 341747 11490
## - TEAM_BATTING_BB 1 324.4 341749 11490
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 358.7 341783 11491
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 438.9 341863 11491
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 449.2 341873 11491
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 514.6 341939 11492
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 544.4 341969 11492
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 601.8 342026 11492
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 602.2 342026 11492
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 617.5 342042 11492
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 817.5 342242 11494
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 836.4 342261 11494
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 962.9 342387 11495
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 969.9 342394 11495
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 1009.9 342434 11495
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 1071.8 342496 11496
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1126.2 342550 11496
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1136.0 342560 11496
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 1212.2 342636 11496
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1281.8 342706 11497
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1283.1 342707 11497
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1368.1 342792 11498
## - TEAM_BATTING_HR 1 1442.3 342867 11498
## - TEAM_BATTING_3B 1 1452.9 342877 11498
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1852.2 343276 11501
## - TEAM_FIELDING_E 1 1990.5 343415 11502
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 2120.4 343545 11502
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2639.5 344064 11506
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 2676.7 344101 11506
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 3178.8 344603 11510
## - TEAM_FIELDING_DP 1 3418.7 344843 11511
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 3507.1 344931 11512
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 3520.7 344945 11512
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 3886.6 345311 11514
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 4412.0 345836 11518
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 4858.3 346282 11520
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 5093.7 346518 11522
## - TEAM_BASERUN_SB 1 5955.3 347379 11528
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 8011.9 349436 11541
## - TEAM_BATTING_2B 1 9236.9 350661 11549
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 16128.1 357552 11593
##
## Step: AIC=11490.18
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + TEAM_BASERUN_SB + TEAM_FIELDING_E + TEAM_FIELDING_DP +
## `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_SO` +
## `TEAM_BATTING_H:TEAM_BASERUN_SB` + `TEAM_BATTING_H:TEAM_FIELDING_E` +
## `TEAM_BATTING_H:TEAM_FIELDING_DP` + `TEAM_BATTING_2B:TEAM_BATTING_SO` +
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` + `TEAM_BATTING_2B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_2B:TEAM_FIELDING_E` + `TEAM_BATTING_2B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_SO` + `TEAM_BATTING_3B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_3B:TEAM_BASERUN_CS` + `TEAM_BATTING_3B:TEAM_FIELDING_E` +
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_SO` + `TEAM_BATTING_HR:TEAM_BASERUN_SB` +
## `TEAM_BATTING_HR:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_BATTING_SO` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_FIELDING_DP` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_DP` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - TEAM_BATTING_BB 1 203.2 341899 11490
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 293.5 341989 11490
## <none> 341696 11490
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 379.2 342075 11491
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 408.1 342104 11491
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 415.3 342111 11491
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 441.7 342138 11491
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 521.3 342217 11492
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 540.6 342236 11492
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 636.2 342332 11492
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 836.0 342532 11494
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 847.7 342543 11494
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 869.6 342565 11494
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 889.1 342585 11494
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 992.1 342688 11495
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 1104.7 342801 11496
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1194.9 342891 11496
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1216.9 342913 11496
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1291.9 342988 11497
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1332.6 343028 11497
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 1388.5 343084 11497
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1446.5 343142 11498
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1634.3 343330 11499
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 1708.0 343404 11500
## - TEAM_BATTING_HR 1 1806.4 343502 11500
## - TEAM_BATTING_3B 1 1808.3 343504 11500
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 1890.0 343586 11501
## - TEAM_FIELDING_E 1 1920.2 343616 11501
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 2612.9 344309 11506
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2803.6 344499 11507
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 2908.4 344604 11508
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 3391.4 345087 11511
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 3395.6 345091 11511
## - TEAM_FIELDING_DP 1 3480.5 345176 11511
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 3699.9 345396 11513
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 4330.8 346027 11517
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 4863.4 346559 11520
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 5060.8 346757 11522
## - TEAM_BASERUN_SB 1 5781.4 347477 11526
## - TEAM_BATTING_2B 1 8971.1 350667 11547
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 12488.2 354184 11570
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 15956.6 357652 11592
##
## Step: AIC=11489.53
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BASERUN_SB + TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_E` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_BASERUN_SB` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_BATTING_SO` + `TEAM_BATTING_BB:TEAM_BASERUN_CS` +
## `TEAM_BATTING_BB:TEAM_FIELDING_E` + `TEAM_BATTING_BB:TEAM_FIELDING_DP` +
## `TEAM_BATTING_SO:TEAM_BASERUN_CS` + `TEAM_BATTING_SO:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_BASERUN_CS:TEAM_FIELDING_DP` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_BB:TEAM_BATTING_SO` 1 193.7 342093 11489
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 240.1 342139 11489
## <none> 341899 11490
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 362.0 342261 11490
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 462.2 342361 11491
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 484.3 342383 11491
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 505.1 342404 11491
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 660.1 342559 11492
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 725.2 342624 11492
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 793.0 342692 11493
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 1030.4 342929 11494
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 1073.5 342972 11495
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 1104.1 343003 11495
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 1119.8 343019 11495
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 1238.8 343138 11496
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1279.7 343179 11496
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1283.2 343182 11496
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1325.9 343225 11496
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 1363.9 343263 11497
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 1523.3 343422 11498
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1572.5 343471 11498
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1641.9 343541 11498
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1646.9 343546 11498
## - TEAM_BATTING_3B 1 1693.3 343592 11499
## - TEAM_FIELDING_E 1 1787.8 343687 11499
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 1864.9 343764 11500
## - TEAM_BATTING_HR 1 2559.0 344458 11504
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 2573.5 344472 11505
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2655.7 344555 11505
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 3093.3 344992 11508
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 3217.4 345116 11509
## - TEAM_FIELDING_DP 1 3282.0 345181 11509
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 3789.4 345688 11513
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 3994.8 345894 11514
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 4351.5 346250 11516
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 4869.5 346768 11520
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 5035.1 346934 11521
## - TEAM_BASERUN_SB 1 6248.4 348147 11529
## - TEAM_BATTING_2B 1 8945.1 350844 11546
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 12399.2 354298 11569
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 15764.2 357663 11590
##
## Step: AIC=11488.82
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BASERUN_SB + TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_E` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_BASERUN_SB` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_FIELDING_DP` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BATTING_SO:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_E` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` + `TEAM_BASERUN_CS:TEAM_FIELDING_E` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_DP` + `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_SO:TEAM_FIELDING_E` 1 190.4 342283 11488
## <none> 342093 11489
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 330.5 342423 11489
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 368.5 342461 11489
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 453.7 342546 11490
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 540.8 342633 11490
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 598.6 342691 11491
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 687.7 342780 11491
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 707.8 342800 11492
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 887.1 342980 11493
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 975.9 343069 11493
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 1079.9 343172 11494
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 1081.5 343174 11494
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1177.4 343270 11495
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1184.2 343277 11495
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 1222.6 343315 11495
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1228.1 343321 11495
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 1292.7 343385 11495
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1527.0 343620 11497
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 1540.0 343633 11497
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1552.6 343645 11497
## - TEAM_BATTING_3B 1 1668.6 343761 11498
## - TEAM_FIELDING_E 1 1730.2 343823 11498
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1796.3 343889 11499
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 1938.5 344031 11500
## - TEAM_BATTING_HR 1 2454.5 344547 11503
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2479.2 344572 11503
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 2509.5 344602 11504
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 3105.2 345198 11507
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 3159.5 345252 11508
## - TEAM_FIELDING_DP 1 3292.0 345385 11509
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 3753.0 345846 11512
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 4329.7 346422 11515
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 4871.8 346964 11519
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 5082.0 347175 11520
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 5089.9 347182 11520
## - TEAM_BASERUN_SB 1 6060.9 348154 11527
## - TEAM_BATTING_2B 1 8877.3 350970 11545
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 14491.6 356584 11581
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 15662.2 357755 11589
##
## Step: AIC=11488.09
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BASERUN_SB + TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_E` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_BASERUN_SB` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_FIELDING_DP` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_BASERUN_CS:TEAM_FIELDING_DP` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`
##
## Df Sum of Sq RSS AIC
## <none> 342283 11488
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 316.6 342600 11488
## - `TEAM_BATTING_2B:TEAM_FIELDING_E` 1 397.3 342680 11489
## - `TEAM_BATTING_3B:TEAM_BASERUN_CS` 1 484.5 342768 11489
## - `TEAM_BATTING_H:TEAM_FIELDING_E` 1 535.9 342819 11490
## - `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 1 547.4 342830 11490
## - `TEAM_BATTING_2B:TEAM_BASERUN_CS` 1 627.0 342910 11490
## - `TEAM_BATTING_BB:TEAM_FIELDING_DP` 1 685.3 342968 11491
## - `TEAM_BATTING_SO:TEAM_BASERUN_CS` 1 982.1 343265 11493
## - `TEAM_BASERUN_CS:TEAM_FIELDING_E` 1 983.6 343267 11493
## - `TEAM_BATTING_BB:TEAM_BASERUN_CS` 1 1021.9 343305 11493
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1043.0 343326 11493
## - `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1 1107.6 343391 11493
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 1130.0 343413 11494
## - `TEAM_BATTING_H:TEAM_BASERUN_SB` 1 1199.2 343482 11494
## - `TEAM_BATTING_2B:TEAM_BASERUN_SB` 1 1278.5 343561 11495
## - `TEAM_FIELDING_E:TEAM_FIELDING_DP` 1 1387.9 343671 11495
## - `TEAM_BATTING_HR:TEAM_BASERUN_SB` 1 1412.6 343696 11496
## - `TEAM_BATTING_3B:TEAM_FIELDING_DP` 1 1500.0 343783 11496
## - `TEAM_BATTING_BB:TEAM_FIELDING_E` 1 1535.5 343819 11496
## - TEAM_BATTING_3B 1 1565.7 343849 11496
## - TEAM_FIELDING_E 1 1709.8 343993 11497
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1779.5 344063 11498
## - `TEAM_BATTING_2B:TEAM_FIELDING_DP` 1 1946.9 344230 11499
## - `TEAM_BATTING_3B:TEAM_BATTING_SO` 1 2290.9 344574 11501
## - `TEAM_BATTING_3B:TEAM_FIELDING_E` 1 2384.1 344667 11502
## - TEAM_BATTING_HR 1 2676.7 344960 11504
## - TEAM_FIELDING_DP 1 3233.4 345516 11508
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 3310.4 345593 11508
## - `TEAM_BASERUN_SB:TEAM_FIELDING_DP` 1 3336.2 345619 11508
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 3610.9 345894 11510
## - `TEAM_BATTING_HR:TEAM_FIELDING_E` 1 4289.4 346572 11514
## - `TEAM_BATTING_3B:TEAM_BASERUN_SB` 1 5092.0 347375 11520
## - `TEAM_BATTING_HR:TEAM_BATTING_SO` 1 5132.8 347416 11520
## - `TEAM_BATTING_H:TEAM_FIELDING_DP` 1 5144.1 347427 11520
## - TEAM_BASERUN_SB 1 6305.8 348589 11528
## - TEAM_BATTING_2B 1 8820.1 351103 11544
## - `TEAM_BATTING_2B:TEAM_BATTING_SO` 1 16467.1 358750 11593
## - `TEAM_BATTING_H:TEAM_BATTING_SO` 1 19369.9 361653 11611#Plots it out and gets stats
plot(model$finalModel)
predictions <- predict(model, training)
plot(predictions, training$TARGET_WINS)
summary(model$finalModel)##
## Call:
## lm(formula = .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BASERUN_SB + TEAM_FIELDING_E + TEAM_FIELDING_DP + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_SO` + `TEAM_BATTING_H:TEAM_BASERUN_SB` +
## `TEAM_BATTING_H:TEAM_FIELDING_E` + `TEAM_BATTING_H:TEAM_FIELDING_DP` +
## `TEAM_BATTING_2B:TEAM_BATTING_SO` + `TEAM_BATTING_2B:TEAM_BASERUN_SB` +
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` + `TEAM_BATTING_2B:TEAM_FIELDING_E` +
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_SO` +
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` + `TEAM_BATTING_3B:TEAM_BASERUN_CS` +
## `TEAM_BATTING_3B:TEAM_FIELDING_E` + `TEAM_BATTING_3B:TEAM_FIELDING_DP` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_SO` +
## `TEAM_BATTING_HR:TEAM_BASERUN_SB` + `TEAM_BATTING_HR:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` + `TEAM_BATTING_BB:TEAM_FIELDING_E` +
## `TEAM_BATTING_BB:TEAM_FIELDING_DP` + `TEAM_BATTING_SO:TEAM_BASERUN_CS` +
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` + `TEAM_BASERUN_SB:TEAM_FIELDING_DP` +
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` + `TEAM_BASERUN_CS:TEAM_FIELDING_DP` +
## `TEAM_FIELDING_E:TEAM_FIELDING_DP`, data = dat)
##
## Residuals:
## Min 1Q Median 3Q Max
## -68.314 -7.552 0.156 7.669 57.409
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) -1.473e+01 1.576e+01 -0.934 0.350228
## TEAM_BATTING_2B 7.471e-01 9.840e-02 7.592 4.58e-14 ***
## TEAM_BATTING_3B 4.620e-01 1.444e-01 3.199 0.001399 **
## TEAM_BATTING_HR 4.037e-01 9.653e-02 4.183 2.99e-05 ***
## TEAM_BASERUN_SB 4.118e-01 6.415e-02 6.420 1.66e-10 ***
## TEAM_FIELDING_E -2.147e-01 6.422e-02 -3.343 0.000843 ***
## TEAM_FIELDING_DP -6.933e-01 1.508e-01 -4.597 4.53e-06 ***
## `TEAM_BATTING_H:TEAM_BATTING_2B` -2.159e-04 4.445e-05 -4.858 1.27e-06 ***
## `TEAM_BATTING_H:TEAM_BATTING_HR` -1.527e-04 5.621e-05 -2.718 0.006628 **
## `TEAM_BATTING_H:TEAM_BATTING_BB` -4.819e-05 1.413e-05 -3.410 0.000661 ***
## `TEAM_BATTING_H:TEAM_BATTING_SO` 7.709e-05 6.851e-06 11.251 < 2e-16 ***
## `TEAM_BATTING_H:TEAM_BASERUN_SB` -1.479e-04 5.283e-05 -2.800 0.005161 **
## `TEAM_BATTING_H:TEAM_FIELDING_E` 7.893e-05 4.218e-05 1.871 0.061413 .
## `TEAM_BATTING_H:TEAM_FIELDING_DP` 4.975e-04 8.581e-05 5.798 7.65e-09 ***
## `TEAM_BATTING_2B:TEAM_BATTING_SO` -3.192e-04 3.077e-05 -10.374 < 2e-16 ***
## `TEAM_BATTING_2B:TEAM_BASERUN_SB` 4.475e-04 1.548e-04 2.891 0.003882 **
## `TEAM_BATTING_2B:TEAM_BASERUN_CS` -1.224e-03 6.047e-04 -2.024 0.043057 *
## `TEAM_BATTING_2B:TEAM_FIELDING_E` -2.043e-04 1.268e-04 -1.611 0.107236
## `TEAM_BATTING_2B:TEAM_FIELDING_DP` -1.046e-03 2.933e-04 -3.567 0.000369 ***
## `TEAM_BATTING_3B:TEAM_BATTING_HR` 1.040e-03 3.982e-04 2.611 0.009093 **
## `TEAM_BATTING_3B:TEAM_BATTING_BB` -1.823e-04 1.268e-04 -1.439 0.150428
## `TEAM_BATTING_3B:TEAM_BATTING_SO` -2.578e-04 6.663e-05 -3.869 0.000112 ***
## `TEAM_BATTING_3B:TEAM_BASERUN_SB` -1.330e-03 2.305e-04 -5.769 9.09e-09 ***
## `TEAM_BATTING_3B:TEAM_BASERUN_CS` 3.285e-03 1.846e-03 1.779 0.075301 .
## `TEAM_BATTING_3B:TEAM_FIELDING_E` 7.142e-04 1.809e-04 3.947 8.15e-05 ***
## `TEAM_BATTING_3B:TEAM_FIELDING_DP` -2.007e-03 6.411e-04 -3.131 0.001764 **
## `TEAM_BATTING_HR:TEAM_BATTING_BB` 2.725e-04 5.859e-05 4.651 3.49e-06 ***
## `TEAM_BATTING_HR:TEAM_BATTING_SO` -1.757e-04 3.034e-05 -5.792 7.94e-09 ***
## `TEAM_BATTING_HR:TEAM_BASERUN_SB` -4.275e-04 1.407e-04 -3.038 0.002406 **
## `TEAM_BATTING_HR:TEAM_FIELDING_E` -8.225e-04 1.553e-04 -5.295 1.31e-07 ***
## `TEAM_BATTING_BB:TEAM_BASERUN_CS` 6.810e-04 2.635e-04 2.584 0.009821 **
## `TEAM_BATTING_BB:TEAM_FIELDING_E` 1.217e-04 3.842e-05 3.168 0.001556 **
## `TEAM_BATTING_BB:TEAM_FIELDING_DP` 2.072e-04 9.790e-05 2.116 0.034422 *
## `TEAM_BATTING_SO:TEAM_BASERUN_CS` -3.190e-04 1.259e-04 -2.533 0.011362 *
## `TEAM_BASERUN_SB:TEAM_FIELDING_E` 1.460e-04 5.427e-05 2.690 0.007189 **
## `TEAM_BASERUN_SB:TEAM_FIELDING_DP` -1.153e-03 2.469e-04 -4.669 3.20e-06 ***
## `TEAM_BASERUN_CS:TEAM_FIELDING_E` -2.011e-03 7.933e-04 -2.535 0.011298 *
## `TEAM_BASERUN_CS:TEAM_FIELDING_DP` 2.051e-03 1.084e-03 1.891 0.058695 .
## `TEAM_FIELDING_E:TEAM_FIELDING_DP` 7.411e-04 2.461e-04 3.012 0.002627 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 12.37 on 2237 degrees of freedom
## Multiple R-squared: 0.3936, Adjusted R-squared: 0.3833
## F-statistic: 38.22 on 38 and 2237 DF, p-value: < 2.2e-16This one performs fairly well, with R^2 near 0.4. Doing the box-cox transformaton improved the R^2 by about 0.03. The tails on the QQ plot are a bit heavy, and scale, but residuals and leveage look good. My biggest concern is slight heterocedasticity. It also uses predictors which, by themselves, are not very predictive.
Model 2
This model is similar to the last one, but narrows down the number of parameters considered to only those with a decent correlation to target wins. This one goes three layers deep into interaction terms, and repeats twice more.
tr <- trainControl(method = "repeatedcv", number = 5, repeats = 2, verboseIter = TRUE)
model2 <- train(TARGET_WINS_transformed~ (TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR + TEAM_BATTING_BB)^3, data = training, method = "lmStepAIC", trControl= tr)## + Fold1.Rep1: parameter=none
## Start: AIC=9499.79
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 11.49 326250 9497.9
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 52.64 326292 9498.1
## - `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 74.95 326314 9498.2
## - `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 97.95 326337 9498.3
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 101.62 326341 9498.4
## - TEAM_BATTING_H 1 134.76 326374 9498.5
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 148.36 326387 9498.6
## - `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 172.01 326411 9498.8
## - TEAM_BATTING_3B 1 227.11 326466 9499.1
## - TEAM_BATTING_BB 1 233.68 326473 9499.1
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 239.95 326479 9499.1
## - TEAM_BATTING_2B 1 347.84 326587 9499.7
## <none> 326239 9499.8
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 363.70 326603 9499.8
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 1 429.22 326668 9500.2
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 435.35 326674 9500.2
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 457.99 326697 9500.3
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 475.52 326714 9500.4
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 489.11 326728 9500.5
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 492.23 326731 9500.5
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 562.44 326801 9500.9
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 571.38 326810 9501.0
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 609.18 326848 9501.2
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 1007.46 327246 9503.4
## - TEAM_BATTING_HR 1 1516.06 327755 9506.2
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 1740.52 327979 9507.5
##
## Step: AIC=9497.86
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 48.78 326299 9496.1
## - `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 65.95 326316 9496.2
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 96.19 326347 9496.4
## - `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 98.87 326349 9496.4
## - TEAM_BATTING_H 1 130.60 326381 9496.6
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 143.38 326394 9496.7
## - `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 177.94 326428 9496.8
## - TEAM_BATTING_3B 1 221.62 326472 9497.1
## - TEAM_BATTING_BB 1 228.38 326479 9497.1
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 232.04 326482 9497.2
## - TEAM_BATTING_2B 1 339.77 326590 9497.8
## <none> 326250 9497.9
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 370.84 326621 9497.9
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 1 418.29 326669 9498.2
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 425.68 326676 9498.2
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 447.00 326697 9498.3
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 478.55 326729 9498.5
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 482.88 326733 9498.5
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 484.67 326735 9498.6
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 563.00 326813 9499.0
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 563.13 326814 9499.0
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 597.92 326848 9499.2
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 998.77 327249 9501.4
## - TEAM_BATTING_HR 1 1505.17 327756 9504.2
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 1755.17 328006 9505.6
##
## Step: AIC=9496.13
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 53.56 326353 9494.4
## - TEAM_BATTING_H 1 83.63 326383 9494.6
## - `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 95.95 326395 9494.7
## - `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 99.76 326399 9494.7
## - `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 166.95 326466 9495.1
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 192.87 326492 9495.2
## - TEAM_BATTING_BB 1 283.03 326582 9495.7
## - TEAM_BATTING_2B 1 294.07 326593 9495.8
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 341.74 326641 9496.0
## <none> 326299 9496.1
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 436.14 326735 9496.6
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 441.69 326741 9496.6
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 458.80 326758 9496.7
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 462.45 326762 9496.7
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 527.43 326827 9497.1
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 542.36 326842 9497.2
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 600.27 326899 9497.5
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 1 644.09 326943 9497.7
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 704.44 327004 9498.1
## - TEAM_BATTING_3B 1 784.77 327084 9498.5
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 989.91 327289 9499.6
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 1252.60 327552 9501.1
## - TEAM_BATTING_HR 1 1465.78 327765 9502.3
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 1802.59 328102 9504.2
##
## Step: AIC=9494.43
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - TEAM_BATTING_H 1 32.20 326385 9492.6
## - `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 122.29 326475 9493.1
## - `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 160.98 326514 9493.3
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 202.86 326556 9493.6
## - `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 209.55 326562 9493.6
## <none> 326353 9494.4
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 411.67 326764 9494.7
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 415.58 326768 9494.7
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 484.46 326837 9495.1
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 565.83 326919 9495.6
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 1 592.67 326945 9495.7
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 604.13 326957 9495.8
## - TEAM_BATTING_BB 1 611.80 326965 9495.8
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 706.33 327059 9496.4
## - TEAM_BATTING_2B 1 945.01 327298 9497.7
## - TEAM_BATTING_3B 1 981.69 327334 9497.9
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 982.88 327336 9497.9
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1155.70 327508 9498.9
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 1212.20 327565 9499.2
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 1364.10 327717 9500.0
## - TEAM_BATTING_HR 1 1644.65 327997 9501.6
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 1857.61 328210 9502.8
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 2847.73 329200 9508.2
##
## Step: AIC=9492.61
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 163.6 326549 9491.5
## - `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 174.4 326559 9491.6
## - `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 178.4 326563 9491.6
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 187.8 326573 9491.7
## <none> 326385 9492.6
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 452.5 326837 9493.1
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 533.3 326918 9493.6
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 590.3 326975 9493.9
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 656.5 327041 9494.3
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 711.6 327097 9494.6
## - TEAM_BATTING_2B 1 1004.5 327389 9496.2
## - TEAM_BATTING_3B 1 1088.8 327474 9496.7
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 1120.2 327505 9496.8
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 1183.2 327568 9497.2
## - TEAM_BATTING_HR 1 1612.5 327997 9499.6
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 1 1662.0 328047 9499.9
## - TEAM_BATTING_BB 1 1745.7 328131 9500.3
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 1763.5 328148 9500.4
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 2245.9 328631 9503.1
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 2292.8 328678 9503.4
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 4307.1 330692 9514.5
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 4363.9 330749 9514.8
##
## Step: AIC=9491.52
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 108.7 326657 9490.1
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 188.8 326737 9490.6
## <none> 326549 9491.5
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 398.1 326947 9491.7
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 637.7 327186 9493.1
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 648.1 327197 9493.1
## - `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 654.8 327203 9493.2
## - TEAM_BATTING_2B 1 859.5 327408 9494.3
## - TEAM_BATTING_3B 1 937.4 327486 9494.7
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 1007.8 327556 9495.1
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 1008.9 327557 9495.1
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 1241.4 327790 9496.4
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 1294.6 327843 9496.7
## - TEAM_BATTING_HR 1 1825.1 328374 9499.7
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 2110.5 328659 9501.3
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 1 2151.4 328700 9501.5
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 2599.6 329148 9504.0
## - TEAM_BATTING_BB 1 2763.1 329312 9504.9
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 2931.0 329480 9505.8
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 4784.2 331333 9516.0
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 4954.6 331503 9516.9
##
## Step: AIC=9490.13
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 185.5 326843 9489.2
## <none> 326657 9490.1
## - `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 548.6 327206 9491.2
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 552.0 327209 9491.2
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 671.8 327329 9491.9
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 705.8 327363 9492.1
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 903.2 327560 9493.2
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 1279.5 327937 9495.2
## - TEAM_BATTING_2B 1 1293.4 327951 9495.3
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 1486.8 328144 9496.4
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 1545.4 328203 9496.7
## - TEAM_BATTING_HR 1 1720.6 328378 9497.7
## - TEAM_BATTING_3B 1 1848.9 328506 9498.4
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 1 2043.9 328701 9499.5
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 2134.3 328792 9500.0
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 2497.4 329155 9502.0
## - TEAM_BATTING_BB 1 3136.6 329794 9505.5
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 3655.2 330313 9508.4
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 4710.4 331368 9514.2
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 4851.5 331509 9515.0
##
## Step: AIC=9489.16
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## <none> 326843 9489.2
## - `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 522.9 327366 9490.1
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 545.7 327388 9490.2
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 717.9 327561 9491.2
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 790.6 327633 9491.6
## - TEAM_BATTING_2B 1 1200.6 328043 9493.8
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 1228.1 328071 9494.0
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 1347.4 328190 9494.7
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1511.7 328354 9495.6
## - TEAM_BATTING_HR 1 1556.4 328399 9495.8
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 1725.8 328569 9496.7
## - TEAM_BATTING_3B 1 1888.3 328731 9497.7
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 2075.9 328919 9498.7
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 1 2321.4 329164 9500.0
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 2529.6 329372 9501.2
## - TEAM_BATTING_BB 1 2995.1 329838 9503.8
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 3643.5 330486 9507.3
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 4740.0 331583 9513.4
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 4781.6 331624 9513.6
## - Fold1.Rep1: parameter=none
## + Fold2.Rep1: parameter=none
## Start: AIC=9535.91
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 0.03 332007 9533.9
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 0.22 332007 9533.9
## - TEAM_BATTING_H 1 6.94 332014 9534.0
## - TEAM_BATTING_3B 1 28.09 332035 9534.1
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 31.50 332039 9534.1
## - `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 77.25 332084 9534.3
## - `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 93.95 332101 9534.4
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 164.51 332172 9534.8
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 164.54 332172 9534.8
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 1 183.41 332191 9534.9
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 189.99 332197 9535.0
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 222.91 332230 9535.1
## - TEAM_BATTING_2B 1 241.18 332248 9535.2
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 263.50 332271 9535.4
## <none> 332007 9535.9
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 400.27 332407 9536.1
## - TEAM_BATTING_BB 1 454.04 332461 9536.4
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 561.86 332569 9537.0
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 585.54 332593 9537.1
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 609.32 332616 9537.3
## - `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 624.85 332632 9537.3
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 865.92 332873 9538.7
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 968.88 332976 9539.2
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 1088.42 333096 9539.9
## - TEAM_BATTING_HR 1 1125.48 333133 9540.1
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 2268.83 334276 9546.3
##
## Step: AIC=9533.91
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 0.21 332007 9531.9
## - TEAM_BATTING_H 1 7.12 332014 9532.0
## - TEAM_BATTING_3B 1 28.52 332036 9532.1
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 31.74 332039 9532.1
## - `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 78.02 332085 9532.3
## - `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 94.11 332101 9532.4
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 166.03 332173 9532.8
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 1 183.76 332191 9532.9
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 222.92 332230 9533.1
## - TEAM_BATTING_2B 1 245.58 332253 9533.3
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 275.81 332283 9533.4
## <none> 332007 9533.9
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 421.32 332429 9534.2
## - TEAM_BATTING_BB 1 455.65 332463 9534.4
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 565.82 332573 9535.0
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 568.65 332576 9535.0
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 605.72 332613 9535.2
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 629.55 332637 9535.4
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 679.05 332686 9535.6
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 875.49 332883 9536.7
## - `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 968.28 332975 9537.2
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 969.87 332977 9537.2
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 1107.11 333114 9538.0
## - TEAM_BATTING_HR 1 1764.47 333772 9541.6
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 2538.27 334545 9545.8
##
## Step: AIC=9531.92
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - TEAM_BATTING_H 1 19.35 332027 9530.0
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 53.09 332060 9530.2
## - `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 80.95 332088 9530.4
## - `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 96.89 332104 9530.4
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 226.17 332234 9531.2
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 276.66 332284 9531.4
## - TEAM_BATTING_2B 1 359.65 332367 9531.9
## <none> 332007 9531.9
## - TEAM_BATTING_3B 1 372.64 332380 9532.0
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 391.00 332398 9532.1
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 444.61 332452 9532.4
## - TEAM_BATTING_BB 1 479.06 332486 9532.5
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 576.36 332584 9533.1
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 1 622.91 332630 9533.3
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 626.36 332634 9533.3
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 629.75 332637 9533.4
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 667.72 332675 9533.6
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 681.95 332689 9533.7
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 947.80 332955 9535.1
## - `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 968.39 332976 9535.2
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 1131.97 333139 9536.1
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 1495.39 333503 9538.1
## - TEAM_BATTING_HR 1 1858.68 333866 9540.1
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 2896.55 334904 9545.7
##
## Step: AIC=9530.02
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 53.4 332080 9528.3
## - `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 94.8 332121 9528.5
## - `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 105.3 332132 9528.6
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 223.2 332250 9529.2
## <none> 332027 9530.0
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 449.0 332476 9530.5
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 462.1 332489 9530.6
## - TEAM_BATTING_3B 1 464.3 332491 9530.6
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 591.1 332618 9531.3
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 628.6 332655 9531.5
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 1 648.8 332676 9531.6
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 652.1 332679 9531.6
## - TEAM_BATTING_2B 1 711.1 332738 9531.9
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 779.0 332806 9532.3
## - `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 1090.3 333117 9534.0
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 1142.7 333169 9534.3
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 1188.0 333215 9534.5
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 1517.5 333544 9536.3
## - TEAM_BATTING_BB 1 1620.1 333647 9536.9
## - TEAM_BATTING_HR 1 2006.6 334033 9539.0
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 3183.0 335210 9545.4
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 3799.4 335826 9548.8
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 3906.0 335933 9549.3
##
## Step: AIC=9528.31
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 82.2 332162 9526.8
## - `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 100.6 332181 9526.9
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 233.0 332313 9527.6
## <none> 332080 9528.3
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 427.0 332507 9528.7
## - TEAM_BATTING_3B 1 450.2 332530 9528.8
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 526.5 332607 9529.2
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 574.8 332655 9529.5
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 660.5 332741 9529.9
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 683.9 332764 9530.1
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 838.5 332919 9530.9
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 1136.5 333217 9532.5
## - `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 1213.2 333293 9533.0
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 1 1214.5 333295 9533.0
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 1262.2 333342 9533.2
## - TEAM_BATTING_2B 1 1314.5 333395 9533.5
## - TEAM_BATTING_BB 1 1706.5 333787 9535.7
## - TEAM_BATTING_HR 1 1971.1 334051 9537.1
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 2151.3 334231 9538.1
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 3146.3 335226 9543.5
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 4096.8 336177 9548.7
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 4841.8 336922 9552.7
##
## Step: AIC=9526.77
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 62.7 332225 9525.1
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 151.7 332314 9525.6
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 349.5 332512 9526.7
## <none> 332162 9526.8
## - TEAM_BATTING_3B 1 526.2 332689 9527.6
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 534.1 332697 9527.7
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 603.9 332766 9528.1
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 604.4 332767 9528.1
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 635.2 332798 9528.2
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 856.8 333019 9529.5
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 1079.5 333242 9530.7
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 1 1244.3 333407 9531.6
## - `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 1265.9 333428 9531.7
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 1296.0 333458 9531.9
## - TEAM_BATTING_2B 1 1390.8 333553 9532.4
## - TEAM_BATTING_BB 1 1650.2 333813 9533.8
## - TEAM_BATTING_HR 1 1897.3 334060 9535.1
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 2143.5 334306 9536.5
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 3377.0 335539 9543.2
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 4057.8 336220 9546.9
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 4785.3 336948 9550.8
##
## Step: AIC=9525.11
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 164.8 332390 9524.0
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 356.2 332581 9525.1
## <none> 332225 9525.1
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 647.6 332873 9526.7
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 660.1 332885 9526.7
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 666.2 332891 9526.8
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 796.0 333021 9527.5
## - TEAM_BATTING_3B 1 964.7 333190 9528.4
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 1102.7 333328 9529.1
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 1149.8 333375 9529.4
## - `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 1232.4 333458 9529.9
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 1 1241.0 333466 9529.9
## - TEAM_BATTING_HR 1 1873.6 334099 9533.4
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 1923.6 334149 9533.6
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 2084.0 334309 9534.5
## - TEAM_BATTING_BB 1 2092.9 334318 9534.6
## - TEAM_BATTING_2B 1 2601.3 334826 9537.3
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 3330.1 335555 9541.3
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 4004.1 336229 9544.9
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 4733.8 336959 9548.9
##
## Step: AIC=9524.01
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 212.3 332602 9523.2
## <none> 332390 9524.0
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 747.3 333137 9526.1
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 797.3 333187 9526.4
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 818.0 333208 9526.5
## - TEAM_BATTING_3B 1 966.8 333357 9527.3
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 999.6 333389 9527.5
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 1059.8 333450 9527.8
## - `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 1210.1 333600 9528.6
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1443.4 333833 9529.9
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 1 1490.8 333881 9530.2
## - TEAM_BATTING_HR 1 1774.2 334164 9531.7
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 1885.3 334275 9532.3
## - TEAM_BATTING_BB 1 1929.0 334319 9532.6
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 2054.0 334444 9533.2
## - TEAM_BATTING_2B 1 2501.3 334891 9535.7
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 3245.0 335635 9539.7
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 3915.9 336306 9543.4
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 4701.6 337091 9547.6
##
## Step: AIC=9523.18
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## <none> 332602 9523.2
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 711.3 333313 9525.1
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 776.0 333378 9525.4
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 856.6 333459 9525.9
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 1035.5 333638 9526.8
## - TEAM_BATTING_3B 1 1056.9 333659 9527.0
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 1 1359.8 333962 9528.6
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1497.6 334100 9529.4
## - `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 1508.2 334110 9529.4
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 1867.9 334470 9531.4
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 1870.7 334473 9531.4
## - TEAM_BATTING_BB 1 2118.4 334721 9532.7
## - TEAM_BATTING_2B 1 2862.4 335465 9536.8
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 3043.0 335645 9537.8
## - TEAM_BATTING_HR 1 3413.3 336015 9539.8
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 4778.6 337381 9547.2
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 6106.3 338708 9554.3
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 6990.7 339593 9559.1
## - Fold2.Rep1: parameter=none
## + Fold3.Rep1: parameter=none
## Start: AIC=9522.2
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 0.02 331041 9520.2
## - `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 9.74 331050 9520.2
## - TEAM_BATTING_BB 1 69.30 331110 9520.6
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 105.83 331146 9520.8
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 107.42 331148 9520.8
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 108.22 331149 9520.8
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 117.76 331158 9520.8
## - `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 135.30 331176 9520.9
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 184.61 331225 9521.2
## - TEAM_BATTING_3B 1 219.81 331260 9521.4
## - TEAM_BATTING_H 1 232.90 331273 9521.5
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 251.71 331292 9521.6
## - TEAM_BATTING_2B 1 267.97 331308 9521.7
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 272.32 331313 9521.7
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 1 288.60 331329 9521.8
## - `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 310.55 331351 9521.9
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 332.67 331373 9522.0
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 351.63 331392 9522.1
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 362.83 331403 9522.2
## <none> 331041 9522.2
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 432.54 331473 9522.6
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 478.70 331519 9522.8
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 727.97 331768 9524.2
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 868.70 331909 9525.0
## - TEAM_BATTING_HR 1 1473.80 332514 9528.3
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 1899.40 332940 9530.6
##
## Step: AIC=9520.2
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 9.98 331051 9518.3
## - TEAM_BATTING_BB 1 69.30 331110 9518.6
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 107.68 331148 9518.8
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 109.95 331150 9518.8
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 110.58 331151 9518.8
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 119.02 331160 9518.9
## - `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 136.05 331177 9518.9
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 185.64 331226 9519.2
## - TEAM_BATTING_3B 1 221.17 331262 9519.4
## - TEAM_BATTING_H 1 234.64 331275 9519.5
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 252.09 331293 9519.6
## - TEAM_BATTING_2B 1 271.52 331312 9519.7
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 274.99 331316 9519.7
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 1 294.57 331335 9519.8
## - `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 311.34 331352 9519.9
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 354.03 331395 9520.1
## <none> 331041 9520.2
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 376.39 331417 9520.3
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 408.88 331449 9520.4
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 450.91 331491 9520.7
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 481.25 331522 9520.8
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 751.17 331792 9522.3
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 876.16 331917 9523.0
## - TEAM_BATTING_HR 1 1487.62 332528 9526.4
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 1902.38 332943 9528.6
##
## Step: AIC=9518.25
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - TEAM_BATTING_BB 1 67.26 331118 9516.6
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 97.84 331148 9516.8
## - `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 129.06 331180 9517.0
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 143.50 331194 9517.0
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 155.15 331206 9517.1
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 156.83 331207 9517.1
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 190.80 331241 9517.3
## - TEAM_BATTING_3B 1 226.06 331277 9517.5
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 242.24 331293 9517.6
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 271.46 331322 9517.7
## - TEAM_BATTING_2B 1 294.01 331345 9517.9
## - `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 302.49 331353 9517.9
## - TEAM_BATTING_H 1 308.73 331359 9517.9
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 1 355.02 331406 9518.2
## <none> 331051 9518.3
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 370.39 331421 9518.3
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 399.66 331450 9518.4
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 414.22 331465 9518.5
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 441.84 331492 9518.7
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 474.44 331525 9518.9
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 791.93 331842 9520.6
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 875.22 331926 9521.1
## - TEAM_BATTING_HR 1 1477.79 332528 9524.4
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 1924.77 332975 9526.8
##
## Step: AIC=9516.62
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 129.27 331247 9515.3
## - `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 132.78 331251 9515.4
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 141.87 331260 9515.4
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 168.90 331287 9515.5
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 215.56 331333 9515.8
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 247.57 331365 9516.0
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 269.58 331387 9516.1
## - TEAM_BATTING_3B 1 302.09 331420 9516.3
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 312.11 331430 9516.3
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 1 326.10 331444 9516.4
## - `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 328.40 331446 9516.4
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 355.05 331473 9516.6
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 361.04 331479 9516.6
## <none> 331118 9516.6
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 386.23 331504 9516.7
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 486.60 331604 9517.3
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 499.43 331617 9517.4
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 734.39 331852 9518.7
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 823.36 331941 9519.1
## - TEAM_BATTING_2B 1 843.91 331962 9519.3
## - TEAM_BATTING_H 1 1279.30 332397 9521.6
## - TEAM_BATTING_HR 1 1422.57 332540 9522.4
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 1897.81 333016 9525.0
##
## Step: AIC=9515.33
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 49.75 331297 9513.6
## - `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 199.15 331446 9514.4
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 213.00 331460 9514.5
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 234.16 331481 9514.6
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 256.11 331503 9514.7
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 265.60 331513 9514.8
## - TEAM_BATTING_3B 1 271.62 331519 9514.8
## - `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 290.99 331538 9514.9
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 1 312.62 331560 9515.0
## <none> 331247 9515.3
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 374.50 331622 9515.4
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 374.86 331622 9515.4
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 402.21 331649 9515.5
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 487.84 331735 9516.0
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 496.08 331743 9516.1
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 517.06 331764 9516.2
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 740.49 331988 9517.4
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 767.38 332014 9517.5
## - TEAM_BATTING_2B 1 775.00 332022 9517.6
## - TEAM_BATTING_HR 1 1480.53 332728 9521.4
## - TEAM_BATTING_H 1 1533.75 332781 9521.7
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 1769.49 333017 9523.0
##
## Step: AIC=9513.6
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 165.43 331462 9512.5
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 217.51 331514 9512.8
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 232.81 331530 9512.9
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 259.02 331556 9513.0
## - TEAM_BATTING_3B 1 264.24 331561 9513.1
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 280.26 331577 9513.1
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 1 310.30 331607 9513.3
## <none> 331297 9513.6
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 377.31 331674 9513.7
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 432.45 331729 9514.0
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 432.88 331730 9514.0
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 481.77 331779 9514.2
## - `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 530.32 331827 9514.5
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 690.83 331988 9515.4
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 693.65 331990 9515.4
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 748.38 332045 9515.7
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 756.01 332053 9515.8
## - TEAM_BATTING_2B 1 764.06 332061 9515.8
## - TEAM_BATTING_H 1 1552.53 332849 9520.1
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 1721.48 333018 9521.0
## - TEAM_BATTING_HR 1 1753.85 333051 9521.2
##
## Step: AIC=9512.51
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 195.99 331658 9511.6
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 240.10 331702 9511.8
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 248.31 331711 9511.9
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 252.15 331714 9511.9
## - TEAM_BATTING_3B 1 254.81 331717 9511.9
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 1 313.25 331775 9512.2
## <none> 331462 9512.5
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 425.17 331887 9512.8
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 444.89 331907 9513.0
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 453.00 331915 9513.0
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 515.90 331978 9513.3
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 704.67 332167 9514.4
## - TEAM_BATTING_2B 1 787.39 332250 9514.8
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 800.87 332263 9514.9
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 807.16 332269 9514.9
## - `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 1144.88 332607 9516.8
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 1295.43 332758 9517.6
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 1558.00 333020 9519.0
## - TEAM_BATTING_H 1 1562.84 333025 9519.1
## - TEAM_BATTING_HR 1 1950.16 333412 9521.2
##
## Step: AIC=9511.59
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 46.40 331705 9509.8
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 106.49 331765 9510.2
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 110.11 331768 9510.2
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 1 122.29 331780 9510.3
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 332.11 331990 9511.4
## - TEAM_BATTING_3B 1 359.21 332017 9511.6
## <none> 331658 9511.6
## - TEAM_BATTING_2B 1 591.90 332250 9512.8
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 612.15 332270 9512.9
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 656.11 332314 9513.2
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 677.12 332335 9513.3
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 929.98 332588 9514.7
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 964.37 332623 9514.9
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 978.92 332637 9515.0
## - `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 1004.57 332663 9515.1
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 1102.09 332760 9515.6
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 1380.81 333039 9517.2
## - TEAM_BATTING_HR 1 1755.55 333414 9519.2
## - TEAM_BATTING_H 1 2257.49 333916 9521.9
##
## Step: AIC=9509.84
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 298.31 332003 9509.5
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 319.21 332024 9509.6
## - TEAM_BATTING_3B 1 338.29 332043 9509.7
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 352.74 332057 9509.8
## <none> 331705 9509.8
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 1 458.04 332163 9510.4
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 616.33 332321 9511.2
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 709.83 332414 9511.7
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 768.09 332473 9512.1
## - TEAM_BATTING_2B 1 780.31 332485 9512.1
## - `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 1052.70 332757 9513.6
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1106.65 332811 9513.9
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 1187.34 332892 9514.3
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 1386.08 333091 9515.4
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 1505.91 333211 9516.1
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 1540.62 333245 9516.3
## - TEAM_BATTING_HR 1 1859.90 333565 9518.0
## - TEAM_BATTING_H 1 2489.49 334194 9521.5
##
## Step: AIC=9509.48
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 27.0 332030 9507.6
## - TEAM_BATTING_3B 1 184.6 332188 9508.5
## <none> 332003 9509.5
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 419.4 332422 9509.8
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 605.8 332609 9510.8
## - `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 755.0 332758 9511.6
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 1 789.7 332793 9511.8
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 1041.5 333044 9513.2
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 1328.9 333332 9514.7
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1339.2 333342 9514.8
## - TEAM_BATTING_HR 1 1659.0 333662 9516.6
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1814.9 333818 9517.4
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1947.6 333950 9518.1
## - TEAM_BATTING_2B 1 3408.2 335411 9526.1
## - TEAM_BATTING_H 1 4188.2 336191 9530.3
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 4945.2 336948 9534.4
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 4989.6 336992 9534.6
##
## Step: AIC=9507.63
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - TEAM_BATTING_3B 1 277.9 332308 9507.2
## <none> 332030 9507.6
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 413.2 332443 9507.9
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 610.2 332640 9509.0
## - `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 732.2 332762 9509.6
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 1 861.8 332892 9510.3
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 1023.0 333053 9511.2
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 1339.5 333369 9513.0
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1344.7 333375 9513.0
## - TEAM_BATTING_HR 1 1651.3 333681 9514.7
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1818.8 333849 9515.6
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 2258.3 334288 9518.0
## - TEAM_BATTING_2B 1 3532.8 335563 9524.9
## - TEAM_BATTING_H 1 4340.0 336370 9529.3
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 4978.9 337009 9532.7
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 5051.1 337081 9533.1
##
## Step: AIC=9507.15
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_HR +
## `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## <none> 332308 9507.2
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 474.5 332782 9507.7
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 582.6 332890 9508.3
## - `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 799.8 333108 9509.5
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 959.7 333268 9510.4
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1136.4 333444 9511.4
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 1234.1 333542 9511.9
## - TEAM_BATTING_HR 1 1536.3 333844 9513.5
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1596.7 333905 9513.9
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 3101.6 335409 9522.1
## - TEAM_BATTING_2B 1 3849.7 336158 9526.1
## - TEAM_BATTING_H 1 5521.5 337829 9535.1
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 6199.3 338507 9538.8
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 6325.0 338633 9539.5
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 1 13497.4 345805 9577.6
## - Fold3.Rep1: parameter=none
## + Fold4.Rep1: parameter=none
## Start: AIC=9573.65
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - TEAM_BATTING_H 1 1.22 340535 9571.7
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 2.58 340536 9571.7
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 5.51 340539 9571.7
## - `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 6.25 340540 9571.7
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 1 12.29 340546 9571.7
## - TEAM_BATTING_2B 1 31.13 340565 9571.8
## - `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 44.47 340578 9571.9
## - TEAM_BATTING_3B 1 67.07 340601 9572.0
## - TEAM_BATTING_BB 1 78.22 340612 9572.1
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 112.15 340646 9572.3
## - `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 142.75 340676 9572.4
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 163.85 340698 9572.5
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 164.05 340698 9572.5
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 219.97 340754 9572.8
## - `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 256.10 340790 9573.0
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 256.91 340791 9573.0
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 262.25 340796 9573.1
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 263.90 340798 9573.1
## <none> 340534 9573.7
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 448.20 340982 9574.0
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 585.03 341119 9574.8
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 615.92 341150 9574.9
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 903.43 341437 9576.5
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 971.01 341505 9576.8
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1100.37 341634 9577.5
## - TEAM_BATTING_HR 1 1103.57 341637 9577.5
##
## Step: AIC=9571.66
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 5.47 340540 9569.7
## - `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 6.71 340542 9569.7
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 1 25.12 340560 9569.8
## - `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 54.10 340589 9569.9
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 54.90 340590 9570.0
## - TEAM_BATTING_2B 1 73.39 340608 9570.1
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 111.85 340647 9570.3
## - TEAM_BATTING_3B 1 135.14 340670 9570.4
## - `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 150.05 340685 9570.5
## - TEAM_BATTING_BB 1 163.63 340699 9570.5
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 224.79 340760 9570.9
## - `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 254.98 340790 9571.0
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 256.63 340792 9571.0
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 265.00 340800 9571.1
## <none> 340535 9571.7
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 395.12 340930 9571.8
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 416.57 340951 9571.9
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 461.83 340997 9572.1
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 525.70 341061 9572.5
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 614.74 341150 9572.9
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 643.36 341178 9573.1
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 973.63 341509 9574.9
## - TEAM_BATTING_HR 1 1106.14 341641 9575.6
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 1132.94 341668 9575.7
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1146.69 341682 9575.8
##
## Step: AIC=9569.69
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 6.30 340547 9567.7
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 49.99 340590 9568.0
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 1 60.81 340601 9568.0
## - `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 79.29 340620 9568.1
## - TEAM_BATTING_2B 1 96.62 340637 9568.2
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 110.41 340651 9568.3
## - `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 156.94 340697 9568.5
## - TEAM_BATTING_3B 1 236.55 340777 9569.0
## - `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 257.84 340798 9569.1
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 281.81 340822 9569.2
## - TEAM_BATTING_BB 1 295.57 340836 9569.3
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 318.84 340859 9569.4
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 346.89 340887 9569.5
## <none> 340540 9569.7
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 460.54 341001 9570.1
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 631.52 341172 9571.1
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 648.14 341189 9571.1
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 724.19 341265 9571.6
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 868.25 341409 9572.3
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 975.55 341516 9572.9
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1177.41 341718 9574.0
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 1214.92 341755 9574.2
## - TEAM_BATTING_HR 1 1225.29 341766 9574.2
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 1240.38 341781 9574.3
##
## Step: AIC=9567.72
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 47.55 340594 9566.0
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 1 55.87 340603 9566.0
## - `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 95.38 340642 9566.2
## - TEAM_BATTING_2B 1 97.59 340644 9566.2
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 125.07 340672 9566.4
## - `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 153.95 340701 9566.5
## - TEAM_BATTING_3B 1 237.59 340784 9567.0
## - `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 254.81 340801 9567.1
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 309.80 340856 9567.4
## - TEAM_BATTING_BB 1 313.68 340860 9567.4
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 317.48 340864 9567.4
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 366.99 340914 9567.7
## <none> 340547 9567.7
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 626.45 341173 9569.1
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 668.51 341215 9569.3
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 679.97 341227 9569.4
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 730.07 341277 9569.6
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 862.38 341409 9570.3
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1082.50 341629 9571.5
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 1209.45 341756 9572.2
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1220.58 341767 9572.2
## - TEAM_BATTING_HR 1 1248.77 341795 9572.4
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 1371.02 341918 9573.0
##
## Step: AIC=9565.98
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 1 38.46 340633 9564.2
## - `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 75.90 340670 9564.4
## - `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 173.76 340768 9564.9
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 179.71 340774 9564.9
## - `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 208.87 340803 9565.1
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 262.37 340857 9565.4
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 283.45 340878 9565.5
## - TEAM_BATTING_BB 1 323.23 340917 9565.7
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 358.80 340953 9565.9
## <none> 340594 9566.0
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 637.67 341232 9567.4
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 672.79 341267 9567.6
## - TEAM_BATTING_3B 1 785.86 341380 9568.2
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 944.81 341539 9569.0
## - TEAM_BATTING_2B 1 960.83 341555 9569.1
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1112.95 341707 9569.9
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 1215.49 341810 9570.5
## - TEAM_BATTING_HR 1 1248.31 341843 9570.6
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1273.78 341868 9570.8
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 1445.07 342039 9571.7
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 1830.78 342425 9573.7
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 3033.02 343627 9580.1
##
## Step: AIC=9564.18
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 62.33 340695 9562.5
## - `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 154.45 340787 9563.0
## - `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 191.39 340824 9563.2
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 249.14 340882 9563.5
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 262.83 340896 9563.6
## <none> 340633 9564.2
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 436.73 341069 9564.5
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 603.68 341236 9565.4
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 643.78 341276 9565.6
## - TEAM_BATTING_3B 1 764.63 341397 9566.3
## - TEAM_BATTING_BB 1 805.66 341438 9566.5
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 919.53 341552 9567.1
## - TEAM_BATTING_HR 1 1253.66 341886 9568.9
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1269.06 341902 9569.0
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 1325.19 341958 9569.2
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1506.58 342139 9570.2
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 1509.40 342142 9570.2
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 1902.17 342535 9572.3
## - TEAM_BATTING_2B 1 2231.68 342864 9574.1
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 2614.61 343247 9576.1
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 2994.85 343628 9578.1
##
## Step: AIC=9562.52
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 131.75 340827 9561.2
## - `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 200.66 340896 9561.6
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 272.84 340968 9562.0
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 277.47 340972 9562.0
## <none> 340695 9562.5
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 439.11 341134 9562.9
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 598.75 341294 9563.7
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 676.12 341371 9564.1
## - TEAM_BATTING_3B 1 772.40 341467 9564.6
## - TEAM_BATTING_BB 1 772.94 341468 9564.6
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 926.33 341621 9565.5
## - TEAM_BATTING_HR 1 1275.70 341971 9567.3
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1320.08 342015 9567.6
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 1324.95 342020 9567.6
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 1447.21 342142 9568.2
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1451.08 342146 9568.3
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 1995.44 342690 9571.1
## - TEAM_BATTING_2B 1 2251.07 342946 9572.5
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 2634.68 343330 9574.5
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 2935.12 343630 9576.1
##
## Step: AIC=9561.22
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 162.2 340989 9560.1
## <none> 340827 9561.2
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 511.0 341338 9561.9
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 677.2 341504 9562.8
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 711.2 341538 9563.0
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 739.2 341566 9563.2
## - `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 800.1 341627 9563.5
## - TEAM_BATTING_BB 1 1106.9 341934 9565.1
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 1199.8 342027 9565.6
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1235.1 342062 9565.8
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 1293.5 342120 9566.1
## - TEAM_BATTING_3B 1 1314.9 342142 9566.2
## - TEAM_BATTING_HR 1 1482.4 342309 9567.1
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1539.8 342367 9567.4
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 1564.3 342391 9567.6
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 2633.1 343460 9573.2
## - TEAM_BATTING_2B 1 2942.2 343769 9574.9
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 3608.9 344436 9578.4
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 3681.7 344508 9578.8
##
## Step: AIC=9560.08
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## <none> 340989 9560.1
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 478.6 341468 9560.6
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 745.3 341734 9562.1
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 829.8 341819 9562.5
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 931.5 341920 9563.0
## - `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 1095.9 342085 9563.9
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1100.9 342090 9564.0
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 1149.8 342139 9564.2
## - TEAM_BATTING_BB 1 1210.8 342200 9564.5
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 1259.0 342248 9564.8
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 1530.4 342519 9566.2
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1569.7 342559 9566.4
## - TEAM_BATTING_HR 1 1576.7 342566 9566.5
## - TEAM_BATTING_3B 1 1771.3 342760 9567.5
## - TEAM_BATTING_2B 1 2964.2 343953 9573.8
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 3298.0 344287 9575.6
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 3867.5 344856 9578.6
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 3943.1 344932 9579.0
## - Fold4.Rep1: parameter=none
## + Fold5.Rep1: parameter=none
## Start: AIC=9544.4
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 9.95 334339 9542.5
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 12.02 334341 9542.5
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 14.20 334344 9542.5
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 21.29 334351 9542.5
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 1 29.60 334359 9542.6
## - TEAM_BATTING_BB 1 44.12 334373 9542.6
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 44.12 334373 9542.6
## - TEAM_BATTING_2B 1 47.94 334377 9542.7
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 71.31 334401 9542.8
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 112.63 334442 9543.0
## - TEAM_BATTING_H 1 137.64 334467 9543.2
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 141.28 334471 9543.2
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 172.52 334502 9543.3
## - `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 182.22 334512 9543.4
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 200.30 334530 9543.5
## - TEAM_BATTING_3B 1 203.15 334532 9543.5
## - `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 214.58 334544 9543.6
## - `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 268.88 334598 9543.9
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 324.73 334654 9544.2
## <none> 334329 9544.4
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 441.85 334771 9544.8
## - TEAM_BATTING_HR 1 602.02 334931 9545.7
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 690.04 335019 9546.2
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 718.54 335048 9546.3
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 749.92 335079 9546.5
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 775.81 335105 9546.6
##
## Step: AIC=9542.46
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 7.95 334347 9540.5
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 19.95 334359 9540.6
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 1 32.29 334372 9540.6
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 36.33 334376 9540.7
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 40.53 334380 9540.7
## - TEAM_BATTING_BB 1 48.00 334387 9540.7
## - TEAM_BATTING_2B 1 49.31 334389 9540.7
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 64.25 334404 9540.8
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 122.80 334462 9541.1
## - TEAM_BATTING_H 1 127.79 334467 9541.2
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 131.67 334471 9541.2
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 199.08 334538 9541.5
## - TEAM_BATTING_3B 1 200.11 334539 9541.5
## - `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 201.31 334541 9541.6
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 203.06 334542 9541.6
## - `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 204.86 334544 9541.6
## - `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 273.76 334613 9541.9
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 321.90 334661 9542.2
## <none> 334339 9542.5
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 451.40 334791 9542.9
## - TEAM_BATTING_HR 1 618.29 334958 9543.8
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 709.29 335049 9544.3
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 710.41 335050 9544.3
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 768.40 335108 9544.6
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 860.69 335200 9545.1
##
## Step: AIC=9540.5
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 20.60 334368 9538.6
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 32.33 334380 9538.7
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 1 33.96 334381 9538.7
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 43.30 334391 9538.7
## - TEAM_BATTING_BB 1 46.27 334393 9538.8
## - TEAM_BATTING_2B 1 46.86 334394 9538.8
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 62.45 334410 9538.8
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 133.16 334480 9539.2
## - TEAM_BATTING_H 1 136.63 334484 9539.2
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 147.93 334495 9539.3
## - `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 193.41 334541 9539.6
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 195.26 334542 9539.6
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 196.35 334544 9539.6
## - TEAM_BATTING_3B 1 202.03 334549 9539.6
## - `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 314.17 334661 9540.2
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 318.04 334665 9540.2
## <none> 334347 9540.5
## - `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 434.10 334781 9540.9
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 590.26 334937 9541.7
## - TEAM_BATTING_HR 1 674.33 335022 9542.2
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 710.55 335058 9542.4
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 711.68 335059 9542.4
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 790.59 335138 9542.8
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 852.83 335200 9543.1
##
## Step: AIC=9538.61
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 12.00 334380 9536.7
## - TEAM_BATTING_BB 1 26.37 334394 9536.8
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 1 33.20 334401 9536.8
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 127.33 334495 9537.3
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 130.99 334499 9537.3
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 175.58 334543 9537.6
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 189.27 334557 9537.6
## - `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 194.45 334562 9537.7
## - TEAM_BATTING_2B 1 212.26 334580 9537.8
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 213.50 334581 9537.8
## - TEAM_BATTING_3B 1 219.70 334588 9537.8
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 252.33 334620 9538.0
## - TEAM_BATTING_H 1 291.85 334660 9538.2
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 298.05 334666 9538.2
## - `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 307.42 334675 9538.3
## <none> 334368 9538.6
## - `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 420.12 334788 9538.9
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 607.77 334976 9539.9
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 700.15 335068 9540.4
## - TEAM_BATTING_HR 1 733.33 335101 9540.6
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 774.82 335143 9540.8
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 776.25 335144 9540.8
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 924.15 335292 9541.6
##
## Step: AIC=9536.68
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 1 38.82 334419 9534.9
## - TEAM_BATTING_BB 1 51.45 334431 9535.0
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 143.89 334524 9535.5
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 164.06 334544 9535.6
## - `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 197.74 334578 9535.8
## - TEAM_BATTING_2B 1 200.58 334580 9535.8
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 213.00 334593 9535.8
## - TEAM_BATTING_3B 1 220.33 334600 9535.9
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 230.87 334611 9535.9
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 241.33 334621 9536.0
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 252.15 334632 9536.0
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 286.35 334666 9536.2
## - `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 330.39 334710 9536.5
## <none> 334380 9536.7
## - TEAM_BATTING_H 1 504.05 334884 9537.4
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 671.75 335052 9538.3
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 688.30 335068 9538.4
## - `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 701.22 335081 9538.5
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 764.52 335144 9538.8
## - TEAM_BATTING_HR 1 805.53 335185 9539.1
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 2188.50 336568 9546.6
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 2938.10 337318 9550.6
##
## Step: AIC=9534.89
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - TEAM_BATTING_BB 1 52.75 334471 9533.2
## - `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 211.46 334630 9534.0
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 229.25 334648 9534.1
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 249.84 334668 9534.2
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 296.14 334715 9534.5
## - `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 322.26 334741 9534.6
## <none> 334419 9534.9
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 390.69 334809 9535.0
## - TEAM_BATTING_3B 1 399.52 334818 9535.1
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 501.03 334920 9535.6
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 652.20 335071 9536.4
## - `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 693.19 335112 9536.7
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 736.56 335155 9536.9
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 744.54 335163 9536.9
## - TEAM_BATTING_HR 1 894.79 335313 9537.8
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 1327.33 335746 9540.1
## - TEAM_BATTING_2B 1 1889.07 336308 9543.1
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 2219.98 336639 9544.9
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 2455.75 336874 9546.2
## - TEAM_BATTING_H 1 2894.15 337313 9548.6
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 2968.65 337387 9549.0
##
## Step: AIC=9533.17
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 171.1 334643 9532.1
## - `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 282.5 334754 9532.7
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 312.5 334784 9532.9
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 342.2 334814 9533.0
## - TEAM_BATTING_3B 1 349.0 334820 9533.1
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 357.5 334829 9533.1
## <none> 334471 9533.2
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 369.7 334841 9533.2
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 467.6 334939 9533.7
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 610.3 335082 9534.5
## - `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 659.8 335131 9534.8
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 689.4 335161 9534.9
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 720.2 335192 9535.1
## - TEAM_BATTING_HR 1 906.0 335377 9536.1
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 1279.5 335751 9538.1
## - TEAM_BATTING_2B 1 2259.9 336731 9543.4
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 2410.3 336882 9544.2
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 2613.7 337085 9545.3
## - TEAM_BATTING_H 1 2843.1 337315 9546.6
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 3342.7 337814 9549.3
##
## Step: AIC=9532.11
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 222.9 334865 9531.3
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 273.7 334916 9531.6
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 316.4 334959 9531.8
## <none> 334643 9532.1
## - TEAM_BATTING_3B 1 384.7 335027 9532.2
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 418.2 335061 9532.4
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 439.2 335082 9532.5
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 470.6 335113 9532.7
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 537.8 335180 9533.0
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 554.9 335197 9533.1
## - `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 583.7 335226 9533.3
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 652.6 335295 9533.7
## - TEAM_BATTING_HR 1 790.2 335433 9534.4
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 1407.3 336050 9537.7
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 2429.4 337072 9543.3
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 2556.3 337199 9544.0
## - TEAM_BATTING_2B 1 2595.3 337238 9544.2
## - TEAM_BATTING_H 1 2677.5 337320 9544.6
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 3249.6 337892 9547.7
##
## Step: AIC=9531.32
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 173.65 335039 9530.3
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 189.00 335054 9530.3
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 336.96 335202 9531.1
## - `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 363.83 335229 9531.3
## <none> 334865 9531.3
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 378.88 335244 9531.4
## - TEAM_BATTING_3B 1 382.94 335248 9531.4
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 429.32 335295 9531.7
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 495.05 335360 9532.0
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 644.60 335510 9532.8
## - TEAM_BATTING_HR 1 662.64 335528 9532.9
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 867.92 335733 9534.0
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 1503.07 336368 9537.5
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 2393.61 337259 9542.3
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 2580.11 337446 9543.3
## - TEAM_BATTING_H 1 2630.99 337496 9543.6
## - TEAM_BATTING_2B 1 2686.94 337552 9543.9
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 3136.27 338002 9546.3
##
## Step: AIC=9530.26
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 167.96 335207 9529.2
## <none> 335039 9530.3
## - `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 373.95 335413 9530.3
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 383.99 335423 9530.3
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 409.60 335449 9530.5
## - TEAM_BATTING_3B 1 415.74 335455 9530.5
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 459.90 335499 9530.8
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 471.47 335511 9530.8
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 682.61 335722 9532.0
## - TEAM_BATTING_HR 1 684.28 335723 9532.0
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 906.28 335945 9533.2
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 1391.45 336430 9535.8
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 2402.49 337442 9541.3
## - TEAM_BATTING_H 1 2682.48 337722 9542.8
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 2864.25 337903 9543.8
## - TEAM_BATTING_2B 1 3093.39 338132 9545.0
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 3125.31 338164 9545.2
##
## Step: AIC=9529.18
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 219.7 335427 9528.4
## - TEAM_BATTING_3B 1 298.8 335506 9528.8
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 349.5 335556 9529.1
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 358.1 335565 9529.1
## <none> 335207 9529.2
## - TEAM_BATTING_HR 1 528.0 335735 9530.0
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 563.5 335771 9530.2
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 621.2 335828 9530.5
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 1228.4 336435 9533.8
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 1385.6 336593 9534.7
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 2633.2 337840 9541.4
## - TEAM_BATTING_H 1 2708.9 337916 9541.8
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 3040.8 338248 9543.6
## - TEAM_BATTING_2B 1 3362.3 338569 9545.3
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 3391.8 338599 9545.5
## - `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 8869.8 344077 9574.7
##
## Step: AIC=9528.37
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 181.2 335608 9527.4
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 361.7 335788 9528.3
## <none> 335427 9528.4
## - TEAM_BATTING_3B 1 563.3 335990 9529.4
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 572.7 335999 9529.5
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 626.8 336054 9529.8
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 1394.5 336821 9533.9
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 1650.3 337077 9535.3
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 2723.9 338151 9541.1
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 3002.5 338429 9542.6
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 3347.3 338774 9544.5
## - TEAM_BATTING_HR 1 3376.8 338804 9544.6
## - TEAM_BATTING_2B 1 3589.8 339016 9545.8
## - TEAM_BATTING_H 1 3641.7 339068 9546.0
## - `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 8731.5 344158 9573.2
##
## Step: AIC=9527.35
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## <none> 335608 9527.4
## - TEAM_BATTING_3B 1 902.7 336511 9530.2
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 969.4 336577 9530.6
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 1400.3 337008 9532.9
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 2256.4 337864 9537.6
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 2746.8 338355 9540.2
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 2821.6 338430 9540.6
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 2924.7 338533 9541.2
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 3166.2 338774 9542.5
## - TEAM_BATTING_HR 1 3235.2 338843 9542.8
## - TEAM_BATTING_H 1 3472.3 339080 9544.1
## - TEAM_BATTING_2B 1 3808.8 339417 9545.9
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 3944.8 339553 9546.6
## - `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 8744.8 344353 9572.2
## - Fold5.Rep1: parameter=none
## + Fold1.Rep2: parameter=none
## Start: AIC=9520.89
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 19.58 330061 9519.0
## - `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 72.07 330113 9519.3
## - `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 97.61 330139 9519.4
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 129.59 330171 9519.6
## - `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 164.26 330205 9519.8
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 192.11 330233 9520.0
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 206.45 330247 9520.0
## - TEAM_BATTING_BB 1 238.65 330280 9520.2
## - TEAM_BATTING_3B 1 245.45 330286 9520.2
## - TEAM_BATTING_H 1 257.55 330298 9520.3
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 284.17 330325 9520.5
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 295.59 330337 9520.5
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 301.03 330342 9520.6
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 315.58 330356 9520.6
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 317.25 330358 9520.6
## <none> 330041 9520.9
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 1 372.28 330413 9520.9
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 387.54 330428 9521.0
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 403.41 330444 9521.1
## - TEAM_BATTING_2B 1 424.23 330465 9521.2
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 467.35 330508 9521.5
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 599.64 330641 9522.2
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 638.88 330680 9522.4
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 1480.15 331521 9527.0
## - TEAM_BATTING_HR 1 1740.72 331782 9528.5
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 2329.21 332370 9531.7
##
## Step: AIC=9519
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 57.71 330118 9517.3
## - `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 89.82 330150 9517.5
## - `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 147.21 330208 9517.8
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 156.62 330217 9517.9
## - TEAM_BATTING_BB 1 230.95 330291 9518.3
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 232.55 330293 9518.3
## - TEAM_BATTING_3B 1 241.40 330302 9518.3
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 265.90 330326 9518.5
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 267.07 330328 9518.5
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 280.62 330341 9518.5
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 296.92 330357 9518.6
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 327.71 330388 9518.8
## - TEAM_BATTING_H 1 328.53 330389 9518.8
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 353.02 330414 9518.9
## <none> 330061 9519.0
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 371.47 330432 9519.0
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 384.19 330445 9519.1
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 1 409.62 330470 9519.3
## - TEAM_BATTING_2B 1 442.50 330503 9519.4
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 448.49 330509 9519.5
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 601.23 330662 9520.3
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 621.22 330682 9520.4
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 1508.93 331569 9525.3
## - TEAM_BATTING_HR 1 1721.56 331782 9526.5
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 2357.04 332418 9530.0
##
## Step: AIC=9517.32
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 102.05 330220 9515.9
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 131.26 330249 9516.0
## - `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 164.14 330282 9516.2
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 201.49 330320 9516.4
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 209.47 330328 9516.5
## - TEAM_BATTING_BB 1 225.57 330344 9516.6
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 228.67 330347 9516.6
## - TEAM_BATTING_3B 1 229.49 330348 9516.6
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 274.13 330392 9516.8
## - TEAM_BATTING_H 1 292.57 330411 9516.9
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 307.48 330426 9517.0
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 328.62 330447 9517.1
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 342.27 330460 9517.2
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 345.43 330464 9517.2
## <none> 330118 9517.3
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 369.76 330488 9517.4
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 1 371.23 330489 9517.4
## - TEAM_BATTING_2B 1 412.46 330531 9517.6
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 481.09 330599 9518.0
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 560.05 330678 9518.4
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 571.50 330690 9518.5
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 1452.10 331570 9523.3
## - TEAM_BATTING_HR 1 1681.84 331800 9524.6
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 2424.84 332543 9528.6
##
## Step: AIC=9515.88
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 107.96 330328 9514.5
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 194.20 330414 9515.0
## - TEAM_BATTING_3B 1 205.22 330425 9515.0
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 228.42 330449 9515.1
## - TEAM_BATTING_BB 1 244.95 330465 9515.2
## - TEAM_BATTING_H 1 253.06 330473 9515.3
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 255.54 330476 9515.3
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 263.77 330484 9515.3
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 283.66 330504 9515.4
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 1 354.47 330575 9515.8
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 358.49 330579 9515.9
## <none> 330220 9515.9
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 404.46 330625 9516.1
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 423.88 330644 9516.2
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 428.84 330649 9516.2
## - TEAM_BATTING_2B 1 483.27 330704 9516.5
## - `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 600.13 330820 9517.2
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 607.94 330828 9517.2
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 645.97 330866 9517.4
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 711.64 330932 9517.8
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 1473.81 331694 9522.0
## - TEAM_BATTING_HR 1 1899.60 332120 9524.3
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 3067.51 333288 9530.7
##
## Step: AIC=9514.48
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - TEAM_BATTING_H 1 145.74 330474 9513.3
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 161.09 330489 9513.4
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 164.89 330493 9513.4
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 267.91 330596 9514.0
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 298.29 330627 9514.1
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 305.83 330634 9514.2
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 1 317.69 330646 9514.2
## - TEAM_BATTING_BB 1 338.90 330667 9514.3
## <none> 330328 9514.5
## - TEAM_BATTING_2B 1 376.63 330705 9514.6
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 400.93 330729 9514.7
## - `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 534.90 330863 9515.4
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 538.62 330867 9515.4
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 548.39 330877 9515.5
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 581.83 330910 9515.7
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 684.49 331013 9516.2
## - TEAM_BATTING_3B 1 775.25 331103 9516.7
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 824.24 331152 9517.0
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 907.73 331236 9517.5
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 1378.66 331707 9520.1
## - TEAM_BATTING_HR 1 1791.72 332120 9522.3
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 3127.31 333456 9529.6
##
## Step: AIC=9513.28
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 18.5 330492 9511.4
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 199.6 330674 9512.4
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 288.7 330763 9512.9
## - TEAM_BATTING_2B 1 323.2 330797 9513.1
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 1 355.1 330829 9513.2
## <none> 330474 9513.3
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 398.1 330872 9513.5
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 582.1 331056 9514.5
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 584.1 331058 9514.5
## - `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 647.7 331122 9514.8
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 754.1 331228 9515.4
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 829.7 331304 9515.8
## - TEAM_BATTING_3B 1 881.4 331355 9516.1
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 923.5 331397 9516.4
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 1509.9 331984 9519.6
## - TEAM_BATTING_HR 1 2010.1 332484 9522.3
## - TEAM_BATTING_BB 1 2136.1 332610 9523.0
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 2526.5 333000 9525.1
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 3432.2 333906 9530.1
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 3552.6 334027 9530.8
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 4176.4 334650 9534.1
##
## Step: AIC=9511.38
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 306.0 330799 9511.1
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 341.0 330834 9511.3
## <none> 330492 9511.4
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 428.8 330921 9511.7
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 564.6 331057 9512.5
## - `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 718.9 331211 9513.3
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 749.2 331242 9513.5
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 1 771.1 331264 9513.6
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 787.4 331280 9513.7
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 857.1 331350 9514.1
## - TEAM_BATTING_3B 1 867.6 331360 9514.2
## - TEAM_BATTING_2B 1 1240.7 331733 9516.2
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 1470.9 331963 9517.5
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 1499.3 331992 9517.6
## - TEAM_BATTING_HR 1 1993.1 332486 9520.3
## - TEAM_BATTING_BB 1 2579.5 333072 9523.5
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 2631.5 333124 9523.8
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 3534.5 334027 9528.8
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 4362.4 334855 9533.3
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 4605.4 335098 9534.6
##
## Step: AIC=9511.07
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 301.4 331100 9510.7
## <none> 330799 9511.1
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 457.0 331256 9511.6
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 466.2 331265 9511.6
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 496.3 331295 9511.8
## - `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 705.1 331504 9512.9
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 878.2 331677 9513.9
## - TEAM_BATTING_3B 1 883.4 331682 9513.9
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 1 1011.6 331810 9514.6
## - TEAM_BATTING_2B 1 1142.7 331941 9515.3
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 1176.3 331975 9515.5
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1343.5 332142 9516.4
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 1422.3 332221 9516.9
## - TEAM_BATTING_HR 1 1709.3 332508 9518.5
## - TEAM_BATTING_BB 1 2274.2 333073 9521.5
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 2592.2 333391 9523.3
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 3419.9 334218 9527.8
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 4245.3 335044 9532.3
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 4382.1 335181 9533.0
##
## Step: AIC=9510.73
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## <none> 331100 9510.7
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 365.9 331466 9510.7
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 390.2 331490 9510.9
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 634.9 331735 9512.2
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 1 884.5 331985 9513.6
## - `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 928.6 332029 9513.8
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 967.1 332067 9514.0
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 987.7 332088 9514.1
## - TEAM_BATTING_3B 1 997.6 332098 9514.2
## - TEAM_BATTING_2B 1 1394.7 332495 9516.4
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1483.4 332583 9516.9
## - TEAM_BATTING_BB 1 2338.7 333439 9521.5
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 2498.3 333598 9522.4
## - TEAM_BATTING_HR 1 2695.1 333795 9523.5
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 3622.0 334722 9528.5
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 4794.4 335894 9534.9
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 5698.1 336798 9539.8
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 5914.6 337015 9541.0
## - Fold1.Rep2: parameter=none
## + Fold2.Rep2: parameter=none
## Start: AIC=9552.5
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 0.19 335820 9550.5
## - TEAM_BATTING_H 1 4.50 335825 9550.5
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 1 12.22 335832 9550.6
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 17.25 335837 9550.6
## - TEAM_BATTING_3B 1 30.25 335850 9550.7
## - TEAM_BATTING_2B 1 63.26 335883 9550.8
## - `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 104.26 335924 9551.1
## - `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 109.18 335929 9551.1
## - `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 112.62 335933 9551.1
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 127.12 335947 9551.2
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 135.86 335956 9551.2
## - `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 138.00 335958 9551.3
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 174.87 335995 9551.5
## - TEAM_BATTING_BB 1 251.23 336071 9551.9
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 278.99 336099 9552.0
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 320.79 336141 9552.2
## <none> 335820 9552.5
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 417.43 336238 9552.8
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 424.44 336245 9552.8
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 465.03 336285 9553.0
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 1043.71 336864 9556.2
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1067.31 336887 9556.3
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 1229.89 337050 9557.2
## - TEAM_BATTING_HR 1 1259.75 337080 9557.3
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1634.00 337454 9559.3
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 1768.84 337589 9560.1
##
## Step: AIC=9550.5
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - TEAM_BATTING_H 1 14.17 335835 9548.6
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 1 15.92 335836 9548.6
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 19.55 335840 9548.6
## - TEAM_BATTING_3B 1 40.02 335860 9548.7
## - `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 105.47 335926 9549.1
## - `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 113.16 335934 9549.1
## - `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 113.71 335934 9549.1
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 137.35 335958 9549.2
## - `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 154.58 335975 9549.3
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 183.42 336004 9549.5
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 275.50 336096 9550.0
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 295.60 336116 9550.1
## - TEAM_BATTING_BB 1 355.92 336176 9550.4
## <none> 335820 9550.5
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 425.43 336246 9550.8
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 478.14 336298 9551.1
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 599.49 336420 9551.8
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 630.94 336451 9551.9
## - TEAM_BATTING_2B 1 722.92 336543 9552.4
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 1055.87 336876 9554.2
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1078.50 336899 9554.3
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 1232.97 337053 9555.2
## - TEAM_BATTING_HR 1 1266.33 337087 9555.4
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1652.07 337472 9557.4
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 1776.87 337597 9558.1
##
## Step: AIC=9548.58
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 1 14.2 335849 9546.7
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 18.5 335853 9546.7
## - TEAM_BATTING_3B 1 100.5 335935 9547.1
## - `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 101.5 335936 9547.1
## - `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 118.9 335953 9547.2
## - `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 121.2 335956 9547.2
## - `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 166.3 336001 9547.5
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 171.1 336006 9547.5
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 264.9 336099 9548.0
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 303.8 336138 9548.2
## <none> 335835 9548.6
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 409.3 336244 9548.8
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 417.4 336252 9548.8
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 475.0 336310 9549.2
## - TEAM_BATTING_BB 1 576.6 336411 9549.7
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 590.7 336425 9549.8
## - TEAM_BATTING_2B 1 756.1 336591 9550.7
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 1064.9 336899 9552.3
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1108.2 336943 9552.6
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1110.2 336945 9552.6
## - TEAM_BATTING_HR 1 1292.3 337127 9553.6
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1755.2 337590 9556.1
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 2503.9 338338 9560.1
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 4457.6 340292 9570.6
##
## Step: AIC=9546.66
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 4.7 335853 9544.7
## - `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 93.0 335942 9545.2
## - `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 111.2 335960 9545.3
## - `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 120.2 335969 9545.3
## - `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 157.7 336006 9545.5
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 168.8 336018 9545.6
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 289.7 336138 9546.2
## <none> 335849 9546.7
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 407.7 336256 9546.9
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 417.3 336266 9546.9
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 494.0 336343 9547.3
## - TEAM_BATTING_3B 1 543.6 336392 9547.6
## - TEAM_BATTING_2B 1 763.5 336612 9548.8
## - TEAM_BATTING_BB 1 924.5 336773 9549.7
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 1137.6 336986 9550.8
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1199.7 337048 9551.2
## - TEAM_BATTING_HR 1 1355.2 337204 9552.0
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 1424.0 337273 9552.4
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1954.3 337803 9555.2
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 2234.8 338084 9556.7
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 2494.2 338343 9558.1
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 2519.2 338368 9558.3
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 4461.0 340310 9568.7
##
## Step: AIC=9544.68
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 88.4 335942 9543.2
## - `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 115.7 335969 9543.3
## - `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 118.4 335972 9543.3
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 211.5 336065 9543.8
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 290.5 336144 9544.3
## <none> 335853 9544.7
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 403.0 336256 9544.9
## - `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 479.2 336333 9545.3
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 501.4 336355 9545.4
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 611.6 336465 9546.0
## - TEAM_BATTING_3B 1 799.6 336653 9547.0
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 1135.1 336988 9548.8
## - TEAM_BATTING_BB 1 1168.8 337022 9549.0
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1206.4 337060 9549.2
## - TEAM_BATTING_HR 1 1358.8 337212 9550.0
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 1431.2 337285 9550.4
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1999.2 337853 9553.5
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 2232.5 338086 9554.7
## - TEAM_BATTING_2B 1 2449.1 338302 9555.9
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 2549.6 338403 9556.5
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 2981.0 338834 9558.8
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 4511.3 340365 9567.0
##
## Step: AIC=9543.16
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 124.2 336066 9541.8
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 269.6 336211 9542.6
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 343.9 336286 9543.0
## <none> 335942 9543.2
## - `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 477.4 336419 9543.7
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 480.7 336422 9543.8
## - `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 487.9 336430 9543.8
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 530.6 336472 9544.0
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 561.0 336503 9544.2
## - TEAM_BATTING_3B 1 748.1 336690 9545.2
## - TEAM_BATTING_BB 1 1107.4 337049 9547.2
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1164.2 337106 9547.5
## - TEAM_BATTING_HR 1 1385.7 337327 9548.7
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 1407.5 337349 9548.8
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 1603.9 337546 9549.8
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 2096.1 338038 9552.5
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 2225.9 338168 9553.2
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 2832.3 338774 9556.5
## - TEAM_BATTING_2B 1 3003.7 338946 9557.4
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 3043.7 338985 9557.6
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 4618.0 340560 9566.0
##
## Step: AIC=9541.84
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 247.7 336314 9541.2
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 272.8 336339 9541.3
## <none> 336066 9541.8
## - `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 420.2 336486 9542.1
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 433.7 336500 9542.2
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 471.4 336537 9542.4
## - `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 498.2 336564 9542.5
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 621.2 336687 9543.2
## - TEAM_BATTING_3B 1 765.2 336831 9544.0
## - TEAM_BATTING_BB 1 1056.0 337122 9545.5
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1097.6 337164 9545.8
## - TEAM_BATTING_HR 1 1287.7 337354 9546.8
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 1356.8 337423 9547.2
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 1699.8 337766 9549.0
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1998.9 338065 9550.6
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 2101.7 338168 9551.2
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 2868.8 338935 9555.3
## - TEAM_BATTING_2B 1 2932.4 338998 9555.7
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 2983.0 339049 9555.9
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 4633.4 340699 9564.8
##
## Step: AIC=9541.18
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 267.3 336581 9540.6
## <none> 336314 9541.2
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 373.5 336687 9541.2
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 398.6 336712 9541.3
## - `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 415.2 336729 9541.4
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 502.4 336816 9541.9
## - `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 656.3 336970 9542.7
## - TEAM_BATTING_3B 1 772.2 337086 9543.4
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 850.1 337164 9543.8
## - TEAM_BATTING_BB 1 1084.5 337398 9545.0
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 1243.4 337557 9545.9
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1759.7 338073 9548.7
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 2161.5 338475 9550.8
## - TEAM_BATTING_HR 1 2616.3 338930 9553.3
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 2737.1 339051 9553.9
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 2946.9 339261 9555.1
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 3109.3 339423 9555.9
## - TEAM_BATTING_2B 1 3217.3 339531 9556.5
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 4421.8 340735 9563.0
##
## Step: AIC=9540.62
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 145.4 336726 9539.4
## <none> 336581 9540.6
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 426.3 337007 9540.9
## - `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 427.4 337008 9540.9
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 441.4 337022 9541.0
## - `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 795.2 337376 9542.9
## - TEAM_BATTING_3B 1 803.2 337384 9543.0
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 993.0 337574 9544.0
## - TEAM_BATTING_BB 1 1073.5 337654 9544.4
## - TEAM_BATTING_HR 1 2605.9 339187 9552.7
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 2702.3 339283 9553.2
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 2933.6 339515 9554.4
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 3241.7 339823 9556.1
## - TEAM_BATTING_2B 1 3502.7 340084 9557.5
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 4016.6 340598 9560.2
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 4841.1 341422 9564.6
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 5006.1 341587 9565.5
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 7949.5 344530 9581.1
##
## Step: AIC=9539.41
## .outcome ~ TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## <none> 336726 9539.4
## - `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 418.2 337145 9539.7
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 477.0 337203 9540.0
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 561.3 337288 9540.4
## - TEAM_BATTING_3B 1 758.9 337485 9541.5
## - `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 992.3 337719 9542.8
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 1410.0 338136 9545.0
## - TEAM_BATTING_BB 1 1721.4 338448 9546.7
## - TEAM_BATTING_HR 1 2830.7 339557 9552.7
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 2872.9 339599 9552.9
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 2976.7 339703 9553.4
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 4063.2 340790 9559.3
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 4134.6 340861 9559.6
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 4791.0 341518 9563.1
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 4877.5 341604 9563.6
## - TEAM_BATTING_2B 1 5638.8 342365 9567.7
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 7812.3 344539 9579.2
## - Fold2.Rep2: parameter=none
## + Fold3.Rep2: parameter=none
## Start: AIC=9532.68
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 12.76 332966 9530.8
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 13.41 332967 9530.8
## - `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 24.57 332978 9530.8
## - TEAM_BATTING_3B 1 25.71 332979 9530.8
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 1 43.30 332997 9530.9
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 46.93 333000 9530.9
## - TEAM_BATTING_BB 1 48.93 333002 9530.9
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 55.27 333009 9531.0
## - `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 58.31 333012 9531.0
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 77.83 333031 9531.1
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 90.80 333044 9531.2
## - `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 124.78 333078 9531.4
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 152.19 333106 9531.5
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 158.07 333112 9531.5
## - `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 220.81 333174 9531.9
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 353.10 333307 9532.6
## <none> 332953 9532.7
## - TEAM_BATTING_H 1 387.13 333341 9532.8
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 441.34 333395 9533.1
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 481.42 333435 9533.3
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 505.74 333459 9533.4
## - TEAM_BATTING_2B 1 719.23 333673 9534.6
## - TEAM_BATTING_HR 1 749.62 333703 9534.8
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 946.05 333899 9535.8
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 1057.73 334011 9536.5
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 1251.75 334205 9537.5
##
## Step: AIC=9530.75
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 1.54 332968 9528.8
## - `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 28.11 332994 9528.9
## - TEAM_BATTING_3B 1 36.08 333002 9528.9
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 1 41.15 333007 9529.0
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 48.92 333015 9529.0
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 51.31 333018 9529.0
## - `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 94.96 333061 9529.3
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 110.21 333076 9529.4
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 123.80 333090 9529.4
## - TEAM_BATTING_BB 1 140.26 333106 9529.5
## - `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 141.14 333107 9529.5
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 157.33 333124 9529.6
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 184.73 333151 9529.8
## - `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 212.98 333179 9529.9
## <none> 332966 9530.8
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 463.47 333430 9531.3
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 479.52 333446 9531.4
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 497.33 333464 9531.5
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 624.89 333591 9532.2
## - TEAM_BATTING_H 1 723.10 333689 9532.7
## - TEAM_BATTING_HR 1 884.71 333851 9533.6
## - TEAM_BATTING_2B 1 941.55 333908 9533.9
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1041.79 334008 9534.4
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 1287.03 334253 9535.8
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 1953.60 334920 9539.4
##
## Step: AIC=9528.76
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 26.9 332995 9526.9
## - TEAM_BATTING_3B 1 37.7 333005 9527.0
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 1 45.3 333013 9527.0
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 56.0 333024 9527.1
## - `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 93.7 333061 9527.3
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 127.1 333095 9527.5
## - `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 139.6 333107 9527.5
## - TEAM_BATTING_BB 1 140.1 333108 9527.5
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 141.7 333109 9527.5
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 157.1 333125 9527.6
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 162.3 333130 9527.6
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 219.5 333187 9528.0
## - `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 277.4 333245 9528.3
## <none> 332968 9528.8
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 511.3 333479 9529.6
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 514.2 333482 9529.6
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 626.7 333594 9530.2
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 680.6 333648 9530.5
## - TEAM_BATTING_H 1 751.8 333720 9530.9
## - TEAM_BATTING_HR 1 1051.7 334019 9532.5
## - TEAM_BATTING_2B 1 1097.9 334066 9532.8
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1105.2 334073 9532.8
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 2154.8 335123 9538.5
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 4812.1 337780 9552.9
##
## Step: AIC=9526.91
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 1 36.6 333031 9525.1
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 48.8 333043 9525.2
## - TEAM_BATTING_3B 1 50.1 333045 9525.2
## - `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 77.1 333072 9525.3
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 124.1 333119 9525.6
## - TEAM_BATTING_BB 1 129.3 333124 9525.6
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 139.2 333134 9525.7
## - `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 147.1 333142 9525.7
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 151.0 333146 9525.7
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 156.6 333151 9525.8
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 195.8 333190 9526.0
## - `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 276.7 333271 9526.4
## <none> 332995 9526.9
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 487.4 333482 9527.6
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 510.1 333505 9527.7
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 626.1 333621 9528.3
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 697.0 333692 9528.7
## - TEAM_BATTING_H 1 725.2 333720 9528.9
## - TEAM_BATTING_HR 1 1026.2 334021 9530.5
## - TEAM_BATTING_2B 1 1072.0 334067 9530.8
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1096.8 334091 9530.9
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 2199.4 335194 9536.9
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 4792.1 337787 9550.9
##
## Step: AIC=9525.11
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 14.3 333045 9523.2
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 89.1 333120 9523.6
## - `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 104.6 333136 9523.7
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 125.6 333157 9523.8
## - `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 148.3 333180 9523.9
## - TEAM_BATTING_BB 1 157.2 333188 9524.0
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 178.4 333210 9524.1
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 186.9 333218 9524.1
## - `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 296.4 333328 9524.7
## <none> 333031 9525.1
## - TEAM_BATTING_3B 1 498.6 333530 9525.8
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 654.0 333685 9526.7
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 656.9 333688 9526.7
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 684.8 333716 9526.8
## - TEAM_BATTING_HR 1 990.4 334022 9528.5
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1274.6 334306 9530.1
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1358.2 334389 9530.5
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 1511.8 334543 9531.4
## - TEAM_BATTING_H 1 1711.6 334743 9532.4
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 2163.6 335195 9534.9
## - TEAM_BATTING_2B 1 2605.3 335636 9537.3
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 4805.2 337836 9549.2
##
## Step: AIC=9523.19
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 105.6 333151 9521.8
## - `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 136.9 333182 9521.9
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 156.1 333202 9522.0
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 175.1 333221 9522.1
## - TEAM_BATTING_BB 1 226.8 333272 9522.4
## - `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 282.6 333328 9522.7
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 341.8 333387 9523.1
## <none> 333045 9523.2
## - `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 385.7 333431 9523.3
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 655.3 333701 9524.8
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 660.3 333706 9524.8
## - TEAM_BATTING_3B 1 704.9 333750 9525.0
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 706.2 333752 9525.0
## - TEAM_BATTING_HR 1 979.4 334025 9526.5
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1329.8 334375 9528.4
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1464.8 334510 9529.2
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 1506.9 334552 9529.4
## - TEAM_BATTING_H 1 1819.9 334865 9531.1
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 2947.4 335993 9537.2
## - TEAM_BATTING_2B 1 3064.5 336110 9537.9
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 4851.6 337897 9547.5
##
## Step: AIC=9521.76
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 89.3 333240 9520.3
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 156.3 333307 9520.6
## - `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 166.9 333318 9520.7
## - TEAM_BATTING_BB 1 262.3 333413 9521.2
## - `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 329.9 333481 9521.6
## <none> 333151 9521.8
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 385.6 333537 9521.9
## - `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 399.5 333551 9521.9
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 638.2 333789 9523.2
## - TEAM_BATTING_3B 1 750.5 333902 9523.9
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 826.5 333978 9524.3
## - TEAM_BATTING_HR 1 936.2 334087 9524.9
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 1043.8 334195 9525.5
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1298.7 334450 9526.8
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 1583.5 334735 9528.4
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1909.7 335061 9530.2
## - TEAM_BATTING_H 1 2119.4 335271 9531.3
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 2977.4 336128 9536.0
## - TEAM_BATTING_2B 1 4001.5 337153 9541.5
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 4927.9 338079 9546.5
##
## Step: AIC=9520.25
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## <none> 333240 9520.3
## - TEAM_BATTING_BB 1 377.5 333618 9520.3
## - `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 403.6 333644 9520.5
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 421.8 333662 9520.6
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 475.0 333715 9520.8
## - `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 513.7 333754 9521.1
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 558.8 333799 9521.3
## - `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 657.2 333898 9521.8
## - TEAM_BATTING_3B 1 680.4 333921 9522.0
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 1145.7 334386 9524.5
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1209.9 334450 9524.8
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 1518.8 334759 9526.5
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 1869.8 335110 9528.4
## - TEAM_BATTING_H 1 2071.5 335312 9529.5
## - TEAM_BATTING_HR 1 2167.3 335408 9530.0
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 2289.9 335530 9530.7
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 3217.8 336458 9535.7
## - TEAM_BATTING_2B 1 4138.4 337379 9540.7
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 5478.4 338719 9547.9
## - Fold3.Rep2: parameter=none
## + Fold4.Rep2: parameter=none
## Start: AIC=9532.71
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 0.00 332190 9530.7
## - `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 0.24 332191 9530.7
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 2.26 332193 9530.7
## - `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 9.23 332200 9530.8
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 31.67 332222 9530.9
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 33.49 332224 9530.9
## - TEAM_BATTING_3B 1 38.94 332229 9530.9
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 43.00 332233 9530.9
## - `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 51.40 332242 9531.0
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 55.07 332245 9531.0
## - TEAM_BATTING_BB 1 119.13 332309 9531.4
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 152.84 332343 9531.6
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 170.00 332360 9531.6
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 343.69 332534 9532.6
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 360.13 332550 9532.7
## <none> 332190 9532.7
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 1 399.25 332590 9532.9
## - TEAM_BATTING_H 1 442.09 332632 9533.1
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 457.24 332648 9533.2
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 698.67 332889 9534.5
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 765.27 332956 9534.9
## - TEAM_BATTING_HR 1 842.10 333032 9535.3
## - TEAM_BATTING_2B 1 1010.60 333201 9536.2
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 1023.21 333214 9536.3
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 1404.60 333595 9538.4
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 1845.98 334036 9540.8
##
## Step: AIC=9530.71
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 0.24 332191 9528.7
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 2.30 332193 9528.7
## - `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 9.54 332200 9528.8
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 31.73 332222 9528.9
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 33.51 332224 9528.9
## - TEAM_BATTING_3B 1 39.09 332229 9528.9
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 43.09 332233 9528.9
## - `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 51.47 332242 9529.0
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 57.44 332248 9529.0
## - TEAM_BATTING_BB 1 119.33 332310 9529.4
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 153.50 332344 9529.6
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 213.34 332404 9529.9
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 355.52 332546 9530.7
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 362.10 332552 9530.7
## <none> 332190 9530.7
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 1 407.14 332597 9530.9
## - TEAM_BATTING_H 1 445.26 332636 9531.2
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 463.39 332654 9531.3
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 705.84 332896 9532.6
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 775.73 332966 9533.0
## - TEAM_BATTING_HR 1 848.04 333038 9533.4
## - TEAM_BATTING_2B 1 1018.85 333209 9534.3
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 1064.33 333255 9534.5
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 1439.37 333630 9536.6
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 1854.43 334045 9538.9
##
## Step: AIC=9528.71
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 2.28 332193 9526.7
## - `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 10.96 332202 9526.8
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 31.57 332222 9526.9
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 33.68 332224 9526.9
## - TEAM_BATTING_3B 1 39.89 332230 9526.9
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 43.00 332234 9526.9
## - `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 68.82 332259 9527.1
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 73.06 332264 9527.1
## - TEAM_BATTING_BB 1 119.14 332310 9527.4
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 158.72 332349 9527.6
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 213.22 332404 9527.9
## <none> 332191 9528.7
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 365.36 332556 9528.7
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 1 407.06 332598 9528.9
## - TEAM_BATTING_H 1 452.33 332643 9529.2
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 455.78 332646 9529.2
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 471.78 332662 9529.3
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 715.71 332906 9530.6
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 776.38 332967 9531.0
## - TEAM_BATTING_HR 1 868.11 333059 9531.5
## - TEAM_BATTING_2B 1 1029.65 333220 9532.3
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 1065.14 333256 9532.5
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 1448.98 333640 9534.6
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 2211.54 334402 9538.8
##
## Step: AIC=9526.73
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 13.76 332207 9524.8
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 29.75 332223 9524.9
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 32.35 332225 9524.9
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 40.72 332234 9524.9
## - `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 66.57 332259 9525.1
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 71.75 332265 9525.1
## - TEAM_BATTING_BB 1 133.98 332327 9525.5
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 181.81 332375 9525.7
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 235.56 332428 9526.0
## - TEAM_BATTING_3B 1 323.96 332517 9526.5
## <none> 332193 9526.7
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 473.59 332666 9527.3
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 505.29 332698 9527.5
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 674.34 332867 9528.4
## - TEAM_BATTING_H 1 751.40 332944 9528.8
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 876.94 333070 9529.5
## - TEAM_BATTING_HR 1 923.42 333116 9529.8
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 1 937.46 333130 9529.9
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 1021.28 333214 9530.3
## - TEAM_BATTING_2B 1 1137.93 333331 9531.0
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 1599.64 333793 9533.5
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 1771.00 333964 9534.4
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 2459.71 334653 9538.2
##
## Step: AIC=9524.8
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 23.80 332230 9522.9
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 28.27 332235 9523.0
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 30.34 332237 9523.0
## - `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 53.46 332260 9523.1
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 118.71 332325 9523.5
## - TEAM_BATTING_BB 1 132.83 332339 9523.5
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 168.53 332375 9523.7
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 233.53 332440 9524.1
## <none> 332207 9524.8
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 467.00 332674 9525.4
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 531.99 332739 9525.7
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 723.61 332930 9526.8
## - TEAM_BATTING_3B 1 831.05 333038 9527.4
## - TEAM_BATTING_H 1 832.21 333039 9527.4
## - TEAM_BATTING_HR 1 919.43 333126 9527.8
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 1 944.57 333151 9528.0
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 988.89 333196 9528.2
## - TEAM_BATTING_2B 1 1153.95 333361 9529.1
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 1337.26 333544 9530.1
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 1602.54 333809 9531.6
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 1760.05 333967 9532.4
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 2484.90 334692 9536.4
##
## Step: AIC=9522.93
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 17.9 332248 9521.0
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 18.2 332249 9521.0
## - `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 38.5 332269 9521.1
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 116.5 332347 9521.6
## - TEAM_BATTING_BB 1 194.4 332425 9522.0
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 224.0 332454 9522.2
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 271.2 332502 9522.4
## <none> 332230 9522.9
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 464.2 332695 9523.5
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 517.5 332748 9523.8
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 728.5 332959 9524.9
## - TEAM_BATTING_3B 1 822.8 333053 9525.4
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 1 952.7 333183 9526.1
## - TEAM_BATTING_HR 1 983.9 333214 9526.3
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 1354.3 333585 9528.3
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 1685.3 333916 9530.1
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 1779.9 334010 9530.7
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 2675.7 334906 9535.5
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 4569.3 336800 9545.8
## - TEAM_BATTING_H 1 5067.4 337298 9548.5
## - TEAM_BATTING_2B 1 5463.3 337694 9550.6
##
## Step: AIC=9521.03
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 24.2 332273 9519.2
## - `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 48.7 332297 9519.3
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 116.5 332365 9519.7
## - TEAM_BATTING_BB 1 189.3 332438 9520.1
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 240.1 332488 9520.3
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 299.7 332548 9520.7
## <none> 332248 9521.0
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 523.8 332772 9521.9
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 538.0 332786 9522.0
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 729.8 332978 9523.0
## - TEAM_BATTING_3B 1 873.2 333122 9523.8
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 1 946.3 333195 9524.2
## - TEAM_BATTING_HR 1 1051.8 333300 9524.8
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 1354.2 333603 9526.4
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 1678.9 333927 9528.2
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 1785.5 334034 9528.8
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 2658.8 334907 9533.5
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 4551.8 336800 9543.8
## - TEAM_BATTING_H 1 5142.3 337391 9547.0
## - TEAM_BATTING_2B 1 5643.9 337892 9549.7
##
## Step: AIC=9519.16
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 131.9 332404 9517.9
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 142.2 332415 9517.9
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 223.7 332496 9518.4
## <none> 332273 9519.2
## - TEAM_BATTING_BB 1 394.0 332667 9519.3
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 525.2 332798 9520.0
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 569.5 332842 9520.3
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 605.0 332877 9520.5
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 853.6 333126 9521.8
## - TEAM_BATTING_3B 1 867.0 333140 9521.9
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 1 1107.0 333379 9523.2
## - TEAM_BATTING_HR 1 1344.8 333617 9524.5
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 1521.0 333794 9525.5
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 2003.6 334276 9528.1
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 2007.9 334280 9528.1
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 3090.7 335363 9534.0
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 5108.4 337381 9544.9
## - TEAM_BATTING_H 1 5606.7 337879 9547.6
## - TEAM_BATTING_2B 1 6265.0 338538 9551.2
##
## Step: AIC=9517.89
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 186.5 332591 9516.9
## <none> 332404 9517.9
## - TEAM_BATTING_BB 1 386.0 332790 9518.0
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 514.3 332919 9518.7
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 654.1 333059 9519.5
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 657.6 333062 9519.5
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 928.2 333333 9521.0
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 1 1189.5 333594 9522.4
## - TEAM_BATTING_HR 1 1320.5 333725 9523.1
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 1424.2 333829 9523.7
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 2021.0 334425 9526.9
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 2085.4 334490 9527.3
## - TEAM_BATTING_3B 1 2349.1 334753 9528.7
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2395.8 334800 9529.0
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 3188.7 335593 9533.3
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 5280.8 337685 9544.6
## - TEAM_BATTING_H 1 5479.1 337884 9545.7
## - TEAM_BATTING_2B 1 6461.7 338866 9550.9
##
## Step: AIC=9516.91
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - TEAM_BATTING_BB 1 301.6 332893 9516.6
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 332.7 332924 9516.7
## <none> 332591 9516.9
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 549.7 333141 9517.9
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 1126.7 333718 9521.1
## - TEAM_BATTING_HR 1 1178.3 333769 9521.3
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 1256.3 333847 9521.8
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 1 1439.8 334031 9522.8
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 1839.9 334431 9525.0
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 1984.5 334575 9525.7
## - TEAM_BATTING_3B 1 2274.3 334865 9527.3
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2387.4 334978 9527.9
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 3071.4 335662 9531.6
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 4564.0 337155 9539.7
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 5269.7 337861 9543.5
## - TEAM_BATTING_H 1 5304.4 337895 9543.7
## - TEAM_BATTING_2B 1 6436.4 339027 9549.8
##
## Step: AIC=9516.56
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 202.9 333095 9515.7
## <none> 332893 9516.6
## - TEAM_BATTING_HR 1 958.9 333851 9519.8
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 1017.6 333910 9520.1
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 1 1686.8 334579 9523.8
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 1705.0 334598 9523.9
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 1802.0 334695 9524.4
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2534.8 335427 9528.4
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 2639.0 335532 9528.9
## - TEAM_BATTING_3B 1 2675.9 335568 9529.1
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 2875.9 335768 9530.2
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 3471.8 336364 9533.5
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 4667.1 337560 9539.9
## - TEAM_BATTING_H 1 5933.4 338826 9546.7
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 6073.1 338966 9547.5
## - TEAM_BATTING_2B 1 7424.4 340317 9554.7
##
## Step: AIC=9515.67
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## <none> 333095 9515.7
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 1020.9 334116 9519.2
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 1659.9 334755 9522.7
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 1 1702.2 334798 9523.0
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 2574.8 335670 9527.7
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 2622.4 335718 9527.9
## - TEAM_BATTING_3B 1 2666.3 335762 9528.2
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 3410.3 336506 9532.2
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 4822.5 337918 9539.8
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 6545.7 339641 9549.1
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 7120.3 340216 9552.2
## - TEAM_BATTING_H 1 7523.9 340619 9554.3
## - TEAM_BATTING_2B 1 8091.0 341186 9557.4
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 9459.4 342555 9564.7
## - TEAM_BATTING_HR 1 12860.5 345956 9582.7
## - Fold4.Rep2: parameter=none
## + Fold5.Rep2: parameter=none
## Start: AIC=9528.18
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 0.37 331365 9526.2
## - `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 0.93 331366 9526.2
## - `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 65.16 331430 9526.5
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 78.16 331443 9526.6
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 1 92.00 331457 9526.7
## - TEAM_BATTING_3B 1 94.58 331459 9526.7
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 151.33 331516 9527.0
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 174.01 331539 9527.1
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 201.03 331566 9527.3
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 211.62 331576 9527.3
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 217.97 331583 9527.4
## - `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 292.76 331658 9527.8
## - TEAM_BATTING_2B 1 298.61 331663 9527.8
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 362.57 331727 9528.2
## <none> 331365 9528.2
## - TEAM_BATTING_H 1 368.96 331734 9528.2
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 424.32 331789 9528.5
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 445.66 331811 9528.6
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 528.04 331893 9529.1
## - TEAM_BATTING_BB 1 682.33 332047 9529.9
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 743.07 332108 9530.3
## - TEAM_BATTING_HR 1 769.09 332134 9530.4
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 894.30 332259 9531.1
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 898.46 332263 9531.1
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 988.78 332354 9531.6
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 1199.56 332564 9532.8
##
## Step: AIC=9526.18
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 0.81 331366 9524.2
## - `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 65.19 331430 9524.5
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 79.74 331445 9524.6
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 1 94.14 331459 9524.7
## - TEAM_BATTING_3B 1 95.67 331461 9524.7
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 151.79 331517 9525.0
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 205.95 331571 9525.3
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 213.52 331579 9525.4
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 216.92 331582 9525.4
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 218.05 331583 9525.4
## - `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 297.95 331663 9525.8
## - TEAM_BATTING_2B 1 301.08 331666 9525.8
## <none> 331365 9526.2
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 371.29 331737 9526.2
## - TEAM_BATTING_H 1 375.45 331741 9526.2
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 432.60 331798 9526.6
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 446.80 331812 9526.6
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 537.07 331902 9527.1
## - TEAM_BATTING_BB 1 682.02 332047 9527.9
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 751.56 332117 9528.3
## - TEAM_BATTING_HR 1 775.06 332140 9528.4
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 902.31 332268 9529.1
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 907.46 332273 9529.2
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 988.47 332354 9529.6
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 1203.15 332568 9530.8
##
## Step: AIC=9524.19
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 64.57 331431 9522.5
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 79.79 331446 9522.6
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 1 94.71 331461 9522.7
## - TEAM_BATTING_3B 1 95.54 331462 9522.7
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 155.53 331522 9523.0
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 214.78 331581 9523.4
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 216.31 331582 9523.4
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 219.74 331586 9523.4
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 246.40 331612 9523.5
## - TEAM_BATTING_2B 1 300.48 331667 9523.8
## - `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 315.36 331681 9523.9
## <none> 331366 9524.2
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 400.70 331767 9524.4
## - TEAM_BATTING_H 1 409.77 331776 9524.4
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 442.00 331808 9524.6
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 455.28 331821 9524.7
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 577.83 331944 9525.4
## - TEAM_BATTING_BB 1 681.21 332047 9525.9
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 755.56 332122 9526.3
## - TEAM_BATTING_HR 1 774.47 332140 9526.4
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 907.64 332274 9527.2
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 911.96 332278 9527.2
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1062.32 332428 9528.0
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 1256.23 332622 9529.1
##
## Step: AIC=9522.54
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 18.75 331449 9520.6
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 1 98.67 331529 9521.1
## - TEAM_BATTING_3B 1 107.68 331538 9521.1
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 162.30 331593 9521.4
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 190.94 331622 9521.6
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 226.23 331657 9521.8
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 242.06 331673 9521.9
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 265.45 331696 9522.0
## - TEAM_BATTING_2B 1 266.27 331697 9522.0
## <none> 331431 9522.5
## - TEAM_BATTING_H 1 461.61 331892 9523.1
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 493.95 331925 9523.3
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 543.71 331974 9523.5
## - TEAM_BATTING_BB 1 704.31 332135 9524.4
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 810.34 332241 9525.0
## - TEAM_BATTING_HR 1 834.84 332265 9525.1
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 844.07 332275 9525.2
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 849.57 332280 9525.2
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 870.48 332301 9525.3
## - `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 930.64 332361 9525.6
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1144.81 332575 9526.8
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 1196.57 332627 9527.1
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 1217.85 332648 9527.2
##
## Step: AIC=9520.65
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - TEAM_BATTING_3B 1 134.16 331584 9519.4
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 1 134.39 331584 9519.4
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 172.79 331622 9519.6
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 210.27 331660 9519.8
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 246.85 331696 9520.0
## - TEAM_BATTING_2B 1 286.59 331736 9520.2
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 288.18 331738 9520.2
## <none> 331449 9520.6
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 475.94 331925 9521.3
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 476.55 331926 9521.3
## - TEAM_BATTING_H 1 485.09 331934 9521.3
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 580.51 332030 9521.8
## - TEAM_BATTING_BB 1 736.37 332186 9522.7
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 816.79 332266 9523.1
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 861.72 332311 9523.4
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 906.08 332355 9523.6
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 914.05 332363 9523.7
## - `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 996.62 332446 9524.1
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1223.59 332673 9525.4
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 1233.07 332682 9525.4
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 2315.56 333765 9531.3
## - TEAM_BATTING_HR 1 3132.92 334582 9535.8
##
## Step: AIC=9519.38
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 1 15.4 331599 9517.5
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 76.1 331660 9517.8
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 92.3 331676 9517.9
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 124.9 331708 9518.1
## - TEAM_BATTING_2B 1 159.5 331743 9518.3
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 341.9 331925 9519.3
## <none> 331584 9519.4
## - TEAM_BATTING_H 1 374.3 331958 9519.4
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 449.8 332033 9519.9
## - TEAM_BATTING_BB 1 609.6 332193 9520.7
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 691.6 332275 9521.2
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 827.4 332411 9521.9
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 855.5 332439 9522.1
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 993.1 332577 9522.8
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1090.1 332674 9523.4
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 1101.1 332685 9523.4
## - `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 1180.4 332764 9523.9
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 1202.9 332786 9524.0
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 1438.5 333022 9525.3
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 3498.2 335082 9536.5
## - TEAM_BATTING_HR 1 3524.7 335108 9536.6
##
## Step: AIC=9517.47
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 77.7 331677 9515.9
## - TEAM_BATTING_2B 1 144.8 331744 9516.3
## <none> 331599 9517.5
## - TEAM_BATTING_H 1 373.0 331972 9517.5
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 459.6 332059 9518.0
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 662.6 332262 9519.1
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 696.4 332295 9519.3
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 766.3 332365 9519.7
## - TEAM_BATTING_BB 1 814.8 332414 9519.9
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 844.4 332443 9520.1
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 982.2 332581 9520.9
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 997.2 332596 9520.9
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 1085.7 332685 9521.4
## - `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 1165.2 332764 9521.9
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 1219.1 332818 9522.2
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1380.4 332979 9523.0
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 1426.5 333025 9523.3
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 1690.2 333289 9524.7
## - TEAM_BATTING_HR 1 3523.0 335122 9534.7
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 3612.1 335211 9535.2
##
## Step: AIC=9515.89
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_HR +
## TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - TEAM_BATTING_2B 1 164.5 331841 9514.8
## <none> 331677 9515.9
## - TEAM_BATTING_H 1 383.2 332060 9516.0
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 486.0 332163 9516.6
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 683.5 332360 9517.6
## - TEAM_BATTING_BB 1 812.2 332489 9518.3
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 940.6 332617 9519.1
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 969.2 332646 9519.2
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 1025.7 332702 9519.5
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 1049.9 332727 9519.7
## - `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 1112.3 332789 9520.0
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 1326.4 333003 9521.2
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 1371.1 333048 9521.4
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 1424.5 333101 9521.7
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 2055.6 333732 9525.1
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 2425.9 334103 9527.2
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 3301.2 334978 9531.9
## - TEAM_BATTING_HR 1 3450.6 335127 9532.7
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 5369.3 337046 9543.1
##
## Step: AIC=9514.8
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_HR + TEAM_BATTING_BB +
## `TEAM_BATTING_H:TEAM_BATTING_2B` + `TEAM_BATTING_H:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - TEAM_BATTING_H 1 344.8 332186 9514.7
## <none> 331841 9514.8
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 621.4 332462 9516.2
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 941.9 332783 9518.0
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 952.5 332794 9518.0
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 1038.5 332880 9518.5
## - `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 1039.2 332880 9518.5
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 1424.1 333265 9520.6
## - TEAM_BATTING_BB 1 1749.6 333591 9522.4
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1941.3 333782 9523.4
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 2255.5 334097 9525.1
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 2463.5 334305 9526.3
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 3004.5 334846 9529.2
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 3060.3 334901 9529.5
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 3188.9 335030 9530.2
## - TEAM_BATTING_HR 1 3301.3 335142 9530.8
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 4681.4 336522 9538.3
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 5214.1 337055 9541.2
##
## Step: AIC=9514.69
## .outcome ~ TEAM_BATTING_HR + TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## <none> 332186 9514.7
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 731.5 332917 9516.7
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 755.4 332941 9516.8
## - `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 845.8 333032 9517.3
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 1074.6 333261 9518.6
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 1133.5 333319 9518.9
## - TEAM_BATTING_BB 1 1437.8 333624 9520.6
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 1549.9 333736 9521.2
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 1736.5 333922 9522.2
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 2194.8 334381 9524.7
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 2576.0 334762 9526.8
## - TEAM_BATTING_HR 1 2966.3 335152 9528.9
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 2971.7 335158 9528.9
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 3171.5 335358 9530.0
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 3806.0 335992 9533.4
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 4344.4 336530 9536.4
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 4892.9 337079 9539.3
## - Fold5.Rep2: parameter=none
## Aggregating results
## Fitting final model on full training set
## Start: AIC=11914.81
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_H:TEAM_BATTING_3B` 1 6.14 417617 11913
## - TEAM_BATTING_3B 1 8.13 417619 11913
## - `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 25.57 417636 11913
## - `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 34.24 417645 11913
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 64.02 417675 11913
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 77.80 417689 11913
## - TEAM_BATTING_H 1 87.65 417699 11913
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 1 98.88 417710 11913
## - `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 137.31 417748 11914
## - `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 152.66 417764 11914
## - TEAM_BATTING_BB 1 198.61 417809 11914
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 218.93 417830 11914
## - TEAM_BATTING_2B 1 228.94 417840 11914
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 232.94 417844 11914
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 333.79 417945 11915
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 362.30 417973 11915
## <none> 417611 11915
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 403.28 418014 11915
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 418.36 418029 11915
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 421.97 418033 11915
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 654.80 418266 11916
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 803.05 418414 11917
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 971.09 418582 11918
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 1010.59 418621 11918
## - TEAM_BATTING_HR 1 1433.21 419044 11921
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 1672.83 419284 11922
##
## Step: AIC=11912.84
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 28.61 417646 11911
## - `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 29.59 417647 11911
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 121.90 417739 11912
## - `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 136.26 417753 11912
## - `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 158.96 417776 11912
## - TEAM_BATTING_BB 1 192.91 417810 11912
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 223.46 417840 11912
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 240.91 417858 11912
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 244.61 417862 11912
## - TEAM_BATTING_H 1 255.04 417872 11912
## - TEAM_BATTING_3B 1 311.24 417928 11912
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 333.85 417951 11913
## - TEAM_BATTING_2B 1 352.91 417970 11913
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 363.80 417981 11913
## <none> 417617 11913
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 417.20 418034 11913
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 419.78 418037 11913
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 1 429.43 418046 11913
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 459.03 418076 11913
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 734.56 418352 11915
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 985.63 418603 11916
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 997.22 418614 11916
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 1290.97 418908 11918
## - TEAM_BATTING_HR 1 1567.01 419184 11919
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 1949.85 419567 11921
##
## Step: AIC=11911
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_2B:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 18.78 417664 11909
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 114.90 417761 11910
## - `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 142.28 417788 11910
## - `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 167.02 417813 11910
## - TEAM_BATTING_BB 1 184.02 417830 11910
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 202.31 417848 11910
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 246.49 417892 11910
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 251.68 417897 11910
## - TEAM_BATTING_H 1 253.62 417899 11910
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 317.11 417963 11911
## - TEAM_BATTING_3B 1 337.49 417983 11911
## - TEAM_BATTING_2B 1 345.46 417991 11911
## <none> 417646 11911
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 367.51 418013 11911
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 1 416.06 418062 11911
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 418.46 418064 11911
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 432.49 418078 11911
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 436.29 418082 11911
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 707.86 418353 11913
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 958.14 418604 11914
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 970.07 418616 11914
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 1297.29 418943 11916
## - TEAM_BATTING_HR 1 1543.81 419189 11917
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 2019.59 419665 11920
##
## Step: AIC=11909.1
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_2B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 125.68 417790 11908
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 146.44 417811 11908
## - `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 154.74 417819 11908
## - TEAM_BATTING_BB 1 182.44 417847 11908
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 242.41 417907 11908
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 253.71 417918 11908
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 255.82 417920 11908
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 298.47 417963 11909
## - TEAM_BATTING_H 1 306.29 417971 11909
## - TEAM_BATTING_2B 1 342.67 418007 11909
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 349.48 418014 11909
## <none> 417664 11909
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 1 411.55 418076 11909
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 417.58 418082 11909
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 418.42 418083 11909
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 420.42 418085 11909
## - TEAM_BATTING_3B 1 882.15 418547 11912
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 963.72 418628 11912
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 973.21 418638 11912
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 997.69 418662 11912
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 1279.33 418944 11914
## - TEAM_BATTING_HR 1 1529.42 419194 11915
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 2001.92 419666 11918
##
## Step: AIC=11907.79
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_3B:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 145.33 417935 11907
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 156.08 417946 11907
## - TEAM_BATTING_BB 1 194.39 417984 11907
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 262.62 418053 11907
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 269.01 418059 11907
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 307.10 418097 11908
## - TEAM_BATTING_2B 1 314.64 418105 11908
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 360.28 418150 11908
## <none> 417790 11908
## - TEAM_BATTING_H 1 382.44 418173 11908
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 1 434.44 418225 11908
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 441.37 418231 11908
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 537.80 418328 11909
## - `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 647.73 418438 11909
## - TEAM_BATTING_3B 1 779.44 418570 11910
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 914.18 418704 11911
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 1050.34 418840 11912
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 1052.84 418843 11912
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 1069.22 418859 11912
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 1317.93 419108 11913
## - TEAM_BATTING_HR 1 1835.10 419625 11916
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 1926.99 419717 11916
##
## Step: AIC=11906.58
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_2B` +
## `TEAM_BATTING_H:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_BB` +
## `TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_H:TEAM_BATTING_2B` 1 139.68 418075 11905
## - TEAM_BATTING_BB 1 179.46 418115 11906
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 214.46 418150 11906
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 236.96 418172 11906
## - TEAM_BATTING_2B 1 291.80 418227 11906
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 300.10 418236 11906
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 353.28 418289 11906
## <none> 417935 11907
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 1 373.88 418309 11907
## - TEAM_BATTING_H 1 416.45 418352 11907
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 535.76 418471 11908
## - TEAM_BATTING_3B 1 648.62 418584 11908
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 664.12 418600 11908
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 801.97 418737 11909
## - `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 986.47 418922 11910
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 1002.55 418938 11910
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 1116.92 419052 11911
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 1274.79 419210 11912
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 1336.45 419272 11912
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 1841.16 419777 11915
## - TEAM_BATTING_HR 1 1996.92 419932 11915
##
## Step: AIC=11905.34
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_HR:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## - `TEAM_BATTING_2B:TEAM_BATTING_3B` 1 131.21 418206 11904
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 1 263.59 418339 11905
## <none> 418075 11905
## - TEAM_BATTING_H 1 401.82 418477 11906
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 566.26 418641 11906
## - TEAM_BATTING_BB 1 567.09 418642 11906
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 682.91 418758 11907
## - TEAM_BATTING_3B 1 707.29 418782 11907
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 836.81 418912 11908
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 926.09 419001 11908
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 978.42 419054 11909
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 1017.94 419093 11909
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 1135.11 419210 11910
## - TEAM_BATTING_2B 1 1160.20 419235 11910
## - `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 1323.18 419398 11910
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 1590.63 419666 11912
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 1880.83 419956 11914
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 2077.06 420152 11915
## - TEAM_BATTING_HR 1 2347.04 420422 11916
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 2480.48 420556 11917
##
## Step: AIC=11904.05
## .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB`
##
## Df Sum of Sq RSS AIC
## <none> 418206 11904
## - TEAM_BATTING_BB 1 504.09 418710 11905
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 1 600.96 418807 11905
## - TEAM_BATTING_3B 1 639.56 418846 11906
## - `TEAM_BATTING_H:TEAM_BATTING_BB` 1 664.93 418871 11906
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 1 673.69 418880 11906
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1 900.13 419106 11907
## - `TEAM_BATTING_HR:TEAM_BATTING_BB` 1 935.83 419142 11907
## - `TEAM_BATTING_3B:TEAM_BATTING_HR` 1 971.66 419178 11907
## - TEAM_BATTING_2B 1 1140.88 419347 11908
## - `TEAM_BATTING_3B:TEAM_BATTING_BB` 1 1175.58 419382 11908
## - `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` 1 1342.32 419549 11909
## - `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 1 1506.52 419713 11910
## - `TEAM_BATTING_H:TEAM_BATTING_HR` 1 1509.30 419716 11910
## - `TEAM_BATTING_2B:TEAM_BATTING_HR` 1 1749.76 419956 11912
## - TEAM_BATTING_H 1 1861.01 420067 11912
## - TEAM_BATTING_HR 1 2247.33 420454 11914
## - `TEAM_BATTING_2B:TEAM_BATTING_BB` 1 2412.18 420618 11915
## - `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 1 3065.28 421272 11919plot(model2$finalModel)
predictions <- predict(model2, training)
plot(predictions, training$TARGET_WINS)
summary(model2$finalModel)##
## Call:
## lm(formula = .outcome ~ TEAM_BATTING_H + TEAM_BATTING_2B + TEAM_BATTING_3B +
## TEAM_BATTING_HR + TEAM_BATTING_BB + `TEAM_BATTING_H:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_BB` + `TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_HR:TEAM_BATTING_BB` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` + `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` +
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` + `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB`,
## data = dat)
##
## Residuals:
## Min 1Q Median 3Q Max
## -56.820 -8.139 0.408 8.763 49.480
##
## Coefficients:
## Estimate Std. Error t value
## (Intercept) -3.990e+01 2.326e+01 -1.715
## TEAM_BATTING_H 4.573e-02 1.443e-02 3.169
## TEAM_BATTING_2B 1.161e-01 4.679e-02 2.481
## TEAM_BATTING_3B 1.790e-01 9.634e-02 1.858
## TEAM_BATTING_HR 1.569e+00 4.504e-01 3.483
## TEAM_BATTING_BB -1.535e-01 9.307e-02 -1.649
## `TEAM_BATTING_H:TEAM_BATTING_HR` -8.776e-04 3.075e-04 -2.854
## `TEAM_BATTING_H:TEAM_BATTING_BB` 1.194e-04 6.302e-05 1.894
## `TEAM_BATTING_2B:TEAM_BATTING_HR` -3.981e-03 1.295e-03 -3.073
## `TEAM_BATTING_2B:TEAM_BATTING_BB` 1.060e-03 2.937e-04 3.608
## `TEAM_BATTING_3B:TEAM_BATTING_HR` -7.944e-03 3.469e-03 -2.290
## `TEAM_BATTING_3B:TEAM_BATTING_BB` 1.464e-03 5.813e-04 2.519
## `TEAM_BATTING_HR:TEAM_BATTING_BB` -1.348e-03 6.000e-04 -2.247
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 4.062e-07 2.256e-07 1.801
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 1.929e-06 8.754e-07 2.204
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` -7.489e-07 1.841e-07 -4.067
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 4.358e-06 2.285e-06 1.907
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` -1.057e-06 3.706e-07 -2.851
## `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` 1.081e-06 4.017e-07 2.692
## Pr(>|t|)
## (Intercept) 0.086454 .
## TEAM_BATTING_H 0.001549 **
## TEAM_BATTING_2B 0.013160 *
## TEAM_BATTING_3B 0.063320 .
## TEAM_BATTING_HR 0.000506 ***
## TEAM_BATTING_BB 0.099207 .
## `TEAM_BATTING_H:TEAM_BATTING_HR` 0.004356 **
## `TEAM_BATTING_H:TEAM_BATTING_BB` 0.058307 .
## `TEAM_BATTING_2B:TEAM_BATTING_HR` 0.002145 **
## `TEAM_BATTING_2B:TEAM_BATTING_BB` 0.000315 ***
## `TEAM_BATTING_3B:TEAM_BATTING_HR` 0.022116 *
## `TEAM_BATTING_3B:TEAM_BATTING_BB` 0.011844 *
## `TEAM_BATTING_HR:TEAM_BATTING_BB` 0.024715 *
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_3B` 0.071850 .
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_HR` 0.027621 *
## `TEAM_BATTING_H:TEAM_BATTING_2B:TEAM_BATTING_BB` 4.92e-05 ***
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_HR` 0.056676 .
## `TEAM_BATTING_H:TEAM_BATTING_3B:TEAM_BATTING_BB` 0.004392 **
## `TEAM_BATTING_H:TEAM_BATTING_HR:TEAM_BATTING_BB` 0.007165 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 13.61 on 2257 degrees of freedom
## Multiple R-squared: 0.2592, Adjusted R-squared: 0.2532
## F-statistic: 43.86 on 18 and 2257 DF, p-value: < 2.2e-16predictions <- predict(model, training)
plot(predictions, training$TARGET_WINS)