#
# Statistics Project 3 - Evaluate readmissions rates report
#
# use some libraries etc
library(stats)
library(lsr)
load(url("http://assets.datacamp.com/course/dasi/inference.Rdata"))
setwd("~/sliderule/statistics_project3/statistics project 3")
hospital <- read.csv("clean_hospital_read_df.csv")
# TO TEST ASSERTION: Rate of readmissions in trendiing down with increasing number of discharges#
#
# TRY: Looking for inverse (negative correlation) between #discharges and #readmissions
#
# RESULTS:
# 1) with #readmissions as a prectior of #discharges, significance with so-so R-squared with positive correlation
# 2) with #discharges as a predictor, significance with so-so R-squared with smaller positive correction
#
summary(lm(hospital$Number.of.Discharges~hospital$Number.of.Readmissions))
##
## Call:
## lm(formula = hospital$Number.of.Discharges ~ hospital$Number.of.Readmissions)
##
## Residuals:
## Min 1Q Median 3Q Max
## -499.4 -86.6 -48.2 17.3 5630.0
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 104.36082 2.57723 40.49 <2e-16 ***
## hospital$Number.of.Readmissions 4.10325 0.02957 138.74 <2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 188.8 on 11495 degrees of freedom
## (81 observations deleted due to missingness)
## Multiple R-squared: 0.6261, Adjusted R-squared: 0.6261
## F-statistic: 1.925e+04 on 1 and 11495 DF, p-value: < 2.2e-16
# add scatterplot, graphs to explore data (outliers, missing values, big relationships)
plot(hospital$Number.of.Discharges, hospital$Number.of.Readmissions)
summary(lm(hospital$Number.of.Readmissions~hospital$Number.of.Discharges))
##
## Call:
## lm(formula = hospital$Number.of.Readmissions ~ hospital$Number.of.Discharges)
##
## Residuals:
## Min 1Q Median 3Q Max
## -786.41 -8.27 -0.27 12.33 326.39
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 7.8676 0.5262 14.95 <2e-16 ***
## hospital$Number.of.Discharges 0.1526 0.0011 138.74 <2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 36.41 on 11495 degrees of freedom
## (81 observations deleted due to missingness)
## Multiple R-squared: 0.6261, Adjusted R-squared: 0.6261
## F-statistic: 1.925e+04 on 1 and 11495 DF, p-value: < 2.2e-16
# In hospitals/facilities with number of discharges < 100, mean excess readmission rate is 1.023 and 63% have excess readmission rate greater than 1
# In hospitals/facilities with number of discharges > 1000, mean excess readmission rate is 0.978 and 44% have excess readmission rate greater than 1
small <- subset(hospital, hospital$Number.of.Discharges < 100)
plot(small$Number.of.Discharges, small$Number.of.Readmissions)
mean(small$Excess.Readmission.Ratio, na.rm = TRUE)
## [1] 1.022618
# 1.022618
nrow(subset(small,small$Excess.Readmission.Ratio > 1))/nrow(small)
## [1] 0.5918046
# 0.5918046 (less than 63% asserted)
large <- subset(hospital, hospital$Number.of.Discharges > 1000)
plot(large$Number.of.Discharges, large$Number.of.Readmissions)
# add small/large flag variable, plot both with color
mean(large$Excess.Readmission.Ratio, na.rm = TRUE)
## [1] 0.9783354
# 0.9783354
nrow(subset(large,large$Excess.Readmission.Ratio > 1))/nrow(large)
## [1] 0.4449244
# 0.4449244
# ASSERTION: There is a significant correlation between hospital capacity (number of discharges) and readmission rates.
# VALIDATION: Found ~.62 adjusted R^2
summary(lm(hospital$Number.of.Discharges~hospital$Number.of.Readmissions))
##
## Call:
## lm(formula = hospital$Number.of.Discharges ~ hospital$Number.of.Readmissions)
##
## Residuals:
## Min 1Q Median 3Q Max
## -499.4 -86.6 -48.2 17.3 5630.0
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 104.36082 2.57723 40.49 <2e-16 ***
## hospital$Number.of.Readmissions 4.10325 0.02957 138.74 <2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 188.8 on 11495 degrees of freedom
## (81 observations deleted due to missingness)
## Multiple R-squared: 0.6261, Adjusted R-squared: 0.6261
## F-statistic: 1.925e+04 on 1 and 11495 DF, p-value: < 2.2e-16
# Smaller hospitals/facilities may be lacking necessary resources to ensure quality care and prevent complications that lead to readmissions
# TODO find out what is separating lines
# TODO model dummy vars and interaction terms
# Setup an appropriate hypothesis test.
# H0 : there is no difference in excess readmission ratio between small and large hospitals
# HA : there is a significant difference in excess readmission ratio between small and large hospitals
# Compute and report the observed significance value (or p-value).
# Report statistical significance for α = .01.
# inference(small$Excess.Readmission.Ratio, large$Excess.Readmission.Ratio, type = "ht",
# est = "mean", method = "theoretical", alternative = "greater", boot_method = "perc",
# conflevel = 0.99, null = 0)
t.test(small$Excess.Readmission.Ratio, large$Excess.Readmission.Ratio, alternative = "two.sided", mu = 0)
##
## Welch Two Sample t-test
##
## data: small$Excess.Readmission.Ratio and large$Excess.Readmission.Ratio
## t = 7.6017, df = 548.11, p-value = 1.275e-13
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## 0.03284015 0.05572570
## sample estimates:
## mean of x mean of y
## 1.0226184 0.9783354
# Discuss statistical significance and practical significance
# At large enough sample sizes, significance will be found with even small differences
# Is there practical meaning to the significant difference?
# Look at differences by $State
# TODO Look at F-stat and p-value to evaluate model fit
summary(lm(hospital$Number.of.Discharges~hospital$State)) #low R
##
## Call:
## lm(formula = hospital$Number.of.Discharges ~ hospital$State)
##
## Residuals:
## Min 1Q Median 3Q Max
## -634.4 -189.5 -73.9 105.9 6418.0
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 191.909 64.242 2.987 0.002821 **
## hospital$StateAL 134.054 66.781 2.007 0.044732 *
## hospital$StateAR 144.114 68.273 2.111 0.034805 *
## hospital$StateAZ 124.550 67.539 1.844 0.065190 .
## hospital$StateCA 98.258 64.986 1.512 0.130566
## hospital$StateCO 78.868 69.466 1.135 0.256253
## hospital$StateCT 266.305 69.625 3.825 0.000132 ***
## hospital$StateDC 154.815 85.194 1.817 0.069210 .
## hospital$StateDE 519.461 86.544 6.002 2.00e-09 ***
## hospital$StateFL 263.123 65.235 4.033 5.53e-05 ***
## hospital$StateGA 128.256 66.187 1.938 0.052674 .
## hospital$StateHI -1.558 81.123 -0.019 0.984680
## hospital$StateIA 176.682 69.208 2.553 0.010696 *
## hospital$StateID 109.291 79.981 1.366 0.171820
## hospital$StateIL 215.353 65.533 3.286 0.001019 **
## hospital$StateIN 195.190 66.455 2.937 0.003319 **
## hospital$StateKS 88.078 68.792 1.280 0.200450
## hospital$StateKY 216.099 67.042 3.223 0.001271 **
## hospital$StateLA 77.230 66.998 1.153 0.249050
## hospital$StateMA 272.648 67.076 4.065 4.84e-05 ***
## hospital$StateMD 253.892 67.752 3.747 0.000180 ***
## hospital$StateME 125.277 73.649 1.701 0.088970 .
## hospital$StateMI 286.505 66.150 4.331 1.50e-05 ***
## hospital$StateMN 53.042 69.007 0.769 0.442120
## hospital$StateMO 194.697 66.745 2.917 0.003540 **
## hospital$StateMS 104.851 67.823 1.546 0.122143
## hospital$StateMT 90.246 78.388 1.151 0.249643
## hospital$StateNC 277.913 66.343 4.189 2.82e-05 ***
## hospital$StateND 225.884 85.194 2.651 0.008026 **
## hospital$StateNE 166.597 72.443 2.300 0.021483 *
## hospital$StateNH 187.315 75.449 2.483 0.013054 *
## hospital$StateNJ 344.956 66.701 5.172 2.36e-07 ***
## hospital$StateNM 13.155 72.740 0.181 0.856489
## hospital$StateNV 88.573 72.078 1.229 0.219152
## hospital$StateNY 183.061 65.425 2.798 0.005150 **
## hospital$StateOH 171.467 65.677 2.611 0.009046 **
## hospital$StateOK 91.741 67.337 1.362 0.173090
## hospital$StateOR 61.628 70.482 0.874 0.381933
## hospital$StatePA 154.856 65.519 2.364 0.018119 *
## hospital$StateRI 154.741 79.981 1.935 0.053049 .
## hospital$StateSC 173.809 67.650 2.569 0.010205 *
## hospital$StateSD 147.463 78.985 1.867 0.061929 .
## hospital$StateTN 184.007 66.414 2.771 0.005604 **
## hospital$StateTX 131.407 65.030 2.021 0.043331 *
## hospital$StateUT 79.525 76.421 1.041 0.298076
## hospital$StateVA 212.991 66.549 3.201 0.001375 **
## hospital$StateVT 188.662 91.927 2.052 0.040163 *
## hospital$StateWA 161.829 67.916 2.383 0.017199 *
## hospital$StateWI 82.112 67.122 1.223 0.221234
## hospital$StateWV 177.155 70.428 2.515 0.011902 *
## hospital$StateWY 9.424 88.939 0.106 0.915614
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 301.3 on 11527 degrees of freedom
## Multiple R-squared: 0.05426, Adjusted R-squared: 0.05016
## F-statistic: 13.23 on 50 and 11527 DF, p-value: < 2.2e-16
summary(lm(hospital$Number.of.Readmissions~hospital$State)) #low R
##
## Call:
## lm(formula = hospital$Number.of.Readmissions ~ hospital$State)
##
## Residuals:
## Min 1Q Median 3Q Max
## -98.93 -35.15 -14.57 18.32 797.37
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 26.409 12.217 2.162 0.030664 *
## hospital$StateAL 28.846 12.703 2.271 0.023181 *
## hospital$StateAR 29.950 12.983 2.307 0.021085 *
## hospital$StateAZ 20.848 12.853 1.622 0.104814
## hospital$StateCA 24.274 12.360 1.964 0.049570 *
## hospital$StateCO 6.168 13.210 0.467 0.640583
## hospital$StateCT 56.115 13.241 4.238 2.27e-05 ***
## hospital$StateDC 40.246 16.201 2.484 0.013001 *
## hospital$StateDE 87.517 16.458 5.318 1.07e-07 ***
## hospital$StateFL 55.223 12.406 4.451 8.62e-06 ***
## hospital$StateGA 28.409 12.588 2.257 0.024035 *
## hospital$StateHI 2.915 15.427 0.189 0.850122
## hospital$StateIA 24.297 13.168 1.845 0.065044 .
## hospital$StateID 6.091 15.210 0.400 0.688829
## hospital$StateIL 48.163 12.465 3.864 0.000112 ***
## hospital$StateIN 39.771 12.642 3.146 0.001659 **
## hospital$StateKS 12.356 13.088 0.944 0.345147
## hospital$StateKY 55.195 12.754 4.328 1.52e-05 ***
## hospital$StateLA 25.225 12.758 1.977 0.048047 *
## hospital$StateMA 57.681 12.756 4.522 6.19e-06 ***
## hospital$StateMD 58.709 12.888 4.555 5.28e-06 ***
## hospital$StateME 22.905 14.006 1.635 0.101991
## hospital$StateMI 63.731 12.581 5.066 4.13e-07 ***
## hospital$StateMN 9.851 13.129 0.750 0.453063
## hospital$StateMO 40.382 12.693 3.181 0.001469 **
## hospital$StateMS 28.779 12.901 2.231 0.025719 *
## hospital$StateMT 4.136 14.963 0.276 0.782210
## hospital$StateNC 51.606 12.618 4.090 4.34e-05 ***
## hospital$StateND 22.970 16.201 1.418 0.156275
## hospital$StateNE 19.085 13.776 1.385 0.165984
## hospital$StateNH 29.367 14.348 2.047 0.040706 *
## hospital$StateNJ 81.694 12.685 6.440 1.24e-10 ***
## hospital$StateNM 4.354 13.873 0.314 0.753638
## hospital$StateNV 26.249 13.759 1.908 0.056434 .
## hospital$StateNY 49.621 12.443 3.988 6.70e-05 ***
## hospital$StateOH 41.735 12.490 3.341 0.000836 ***
## hospital$StateOK 21.962 12.819 1.713 0.086679 .
## hospital$StateOR 6.100 13.404 0.455 0.649036
## hospital$StatePA 36.066 12.461 2.894 0.003807 **
## hospital$StateRI 37.841 15.210 2.488 0.012864 *
## hospital$StateSC 33.740 12.868 2.622 0.008754 **
## hospital$StateSD 12.518 15.144 0.827 0.408492
## hospital$StateTN 41.673 12.632 3.299 0.000974 ***
## hospital$StateTX 28.809 12.369 2.329 0.019867 *
## hospital$StateUT 1.534 14.533 0.106 0.915922
## hospital$StateVA 43.919 12.658 3.470 0.000523 ***
## hospital$StateVT 31.686 17.482 1.813 0.069932 .
## hospital$StateWA 24.409 12.916 1.890 0.058798 .
## hospital$StateWI 13.349 12.765 1.046 0.295675
## hospital$StateWV 49.435 13.393 3.691 0.000224 ***
## hospital$StateWY 6.156 17.089 0.360 0.718668
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 57.3 on 11446 degrees of freedom
## (81 observations deleted due to missingness)
## Multiple R-squared: 0.07778, Adjusted R-squared: 0.07376
## F-statistic: 19.31 on 50 and 11446 DF, p-value: < 2.2e-16
# TODO Look at $Measure.Name
summary(lm(hospital$Number.of.Discharges~hospital$Measure.Name)) #low R
##
## Call:
## lm(formula = hospital$Number.of.Discharges ~ hospital$Measure.Name)
##
## Residuals:
## Min 1Q Median 3Q Max
## -533.5 -192.5 -76.6 106.2 6259.5
##
## Coefficients:
## Estimate Std. Error t value
## (Intercept) 262.824 7.049 37.283
## hospital$Measure.NameREADM-30-COPD-HRRP 65.761 9.082 7.240
## hospital$Measure.NameREADM-30-HF-HRRP 137.192 9.017 15.215
## hospital$Measure.NameREADM-30-HIP-KNEE-HRRP 270.631 10.685 25.329
## hospital$Measure.NameREADM-30-PN-HRRP 75.735 9.043 8.375
## Pr(>|t|)
## (Intercept) < 2e-16 ***
## hospital$Measure.NameREADM-30-COPD-HRRP 4.76e-13 ***
## hospital$Measure.NameREADM-30-HF-HRRP < 2e-16 ***
## hospital$Measure.NameREADM-30-HIP-KNEE-HRRP < 2e-16 ***
## hospital$Measure.NameREADM-30-PN-HRRP < 2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 299.7 on 11573 degrees of freedom
## Multiple R-squared: 0.06092, Adjusted R-squared: 0.06059
## F-statistic: 187.7 on 4 and 11573 DF, p-value: < 2.2e-16
summary(lm(hospital$Number.of.Readmissions~hospital$Measure.Name)) #low R
##
## Call:
## lm(formula = hospital$Number.of.Readmissions ~ hospital$Measure.Name)
##
## Residuals:
## Min 1Q Median 3Q Max
## -79.75 -33.69 -11.83 17.25 788.25
##
## Coefficients:
## Estimate Std. Error t value
## (Intercept) 46.688 1.333 35.026
## hospital$Measure.NameREADM-30-COPD-HRRP 22.074 1.713 12.886
## hospital$Measure.NameREADM-30-HF-HRRP 44.063 1.700 25.914
## hospital$Measure.NameREADM-30-HIP-KNEE-HRRP -18.855 2.020 -9.335
## hospital$Measure.NameREADM-30-PN-HRRP 12.783 1.706 7.495
## Pr(>|t|)
## (Intercept) < 2e-16 ***
## hospital$Measure.NameREADM-30-COPD-HRRP < 2e-16 ***
## hospital$Measure.NameREADM-30-HF-HRRP < 2e-16 ***
## hospital$Measure.NameREADM-30-HIP-KNEE-HRRP < 2e-16 ***
## hospital$Measure.NameREADM-30-PN-HRRP 7.11e-14 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 56.19 on 11492 degrees of freedom
## (81 observations deleted due to missingness)
## Multiple R-squared: 0.1097, Adjusted R-squared: 0.1094
## F-statistic: 354 on 4 and 11492 DF, p-value: < 2.2e-16
# Drill into State as most interesting natural subset
aov <- aov(hospital$Number.of.Readmissions~hospital$State)
aov
## Call:
## aov(formula = hospital$Number.of.Readmissions ~ hospital$State)
##
## Terms:
## hospital$State Residuals
## Sum of Squares 3169981 37583877
## Deg. of Freedom 50 11446
##
## Residual standard error: 57.30255
## Estimated effects may be unbalanced
## 81 observations deleted due to missingness
tuk <- TukeyHSD(aov)
tuk
## Tukey multiple comparisons of means
## 95% family-wise confidence level
##
## Fit: aov(formula = hospital$Number.of.Readmissions ~ hospital$State)
##
## $`hospital$State`
## diff lwr upr p adj
## AL-AK 28.845521637 -2.200117e+01 79.69221682 0.9893937
## AR-AK 29.949732620 -2.201871e+01 81.91817735 0.9859168
## AZ-AK 20.848190644 -3.059731e+01 72.29368910 0.9999975
## CA-AK 24.273652928 -2.520005e+01 73.74735735 0.9995163
## CO-AK 6.167832168 -4.670879e+01 59.04445189 1.0000000
## CT-AK 56.114718615 3.116759e+00 109.11267840 0.0205833
## DC-AK 40.246081505 -2.460238e+01 105.09453974 0.9534177
## DE-AK 87.516835017 2.164046e+01 153.39321472 0.0001283
## FL-AK 55.223011364 5.564288e+00 104.88173433 0.0085508
## GA-AK 28.408836262 -2.197591e+01 78.79358105 0.9905282
## HI-AK 2.915233415 -5.883502e+01 64.66548196 1.0000000
## IA-AK 24.296791444 -2.841074e+01 77.00432033 0.9999002
## ID-AK 6.090909091 -5.478976e+01 66.97157797 1.0000000
## IL-AK 48.162603691 -1.729559e+00 98.05476608 0.0807015
## IN-AK 39.770973400 -1.082961e+01 90.37155264 0.5105860
## KS-AK 12.356009762 -4.003038e+01 64.74240161 1.0000000
## KY-AK 55.194990724 4.146118e+00 106.24386325 0.0143396
## LA-AK 25.224653947 -2.584153e+01 76.29083331 0.9994313
## MA-AK 57.681073025 6.623582e+00 108.73856424 0.0062946
## MD-AK 58.708857809 7.123538e+00 110.29417762 0.0054319
## ME-AK 22.905194805 -3.315550e+01 78.96588752 0.9999968
## MI-AK 63.731018981 1.337440e+01 114.08763372 0.0004785
## MN-AK 9.851472471 -4.270078e+01 62.40372285 1.0000000
## MO-AK 40.381522809 -1.042381e+01 91.18685271 0.4794521
## MS-AK 28.779390766 -2.286066e+01 80.41944435 0.9923935
## MT-AK 4.136363636 -5.575431e+01 64.02703696 1.0000000
## NC-AK 51.606060606 1.101810e+00 102.11031082 0.0363594
## ND-AK 22.970219436 -4.187824e+01 87.81867767 1.0000000
## NE-AK 19.084736251 -3.605817e+01 74.22764474 1.0000000
## NH-AK 29.366771160 -2.806399e+01 86.79753108 0.9987313
## NJ-AK 81.693745970 3.092157e+01 132.46592512 0.0000002
## NM-AK 4.354066986 -5.117493e+01 59.88306128 1.0000000
## NV-AK 26.249445676 -2.882160e+01 81.32048967 0.9997631
## NY-AK 49.621417565 -1.824731e-01 99.42530827 0.0526802
## OH-AK 41.734646257 -8.258213e+00 91.72750557 0.3470923
## OK-AK 21.962468724 -2.934622e+01 73.27116034 0.9999872
## OR-AK 6.100168350 -4.755028e+01 59.75061780 1.0000000
## PA-AK 36.066138449 -1.381161e+01 85.94388734 0.7288267
## RI-AK 37.840909091 -2.303976e+01 98.72157797 0.9523767
## SC-AK 33.740162822 -1.776704e+01 85.24736606 0.9034060
## SD-AK 12.517738359 -4.809891e+01 73.13438574 1.0000000
## TN-AK 41.672670097 -8.891102e+00 92.23644214 0.3806098
## TX-AK 28.809339125 -2.069936e+01 78.31803928 0.9833234
## UT-AK 1.534305317 -5.663666e+01 59.70526960 1.0000000
## VA-AK 43.918668288 -6.748950e+00 94.58628636 0.2564461
## VT-AK 31.686147186 -3.828809e+01 101.66038015 0.9999381
## WA-AK 24.409090909 -2.728798e+01 76.10615810 0.9998138
## WI-AK 13.349242424 -3.774343e+01 64.44191152 1.0000000
## WV-AK 49.434945788 -4.173839e+00 103.04373086 0.1393238
## WY-AK 6.156126482 -6.224384e+01 74.55609550 1.0000000
## AR-AL 1.104210983 -2.133642e+01 23.54484357 1.0000000
## AZ-AL -7.997330993 -2.919879e+01 13.20413250 0.9999997
## CA-AL -4.571868709 -2.039938e+01 11.25564443 1.0000000
## CO-AL -22.677689469 -4.714807e+01 1.79269378 0.1318244
## CT-AL 27.269196978 2.537709e+00 52.00068469 0.0100411
## DC-AL 11.400559868 -3.341222e+01 56.21334017 1.0000000
## DE-AL 58.671313380 1.238352e+01 104.95911032 0.0004600
## FL-AL 26.377489727 9.980798e+00 42.77418175 0.0000002
## GA-AL -0.436685375 -1.891600e+01 18.04263415 1.0000000
## HI-AL -25.930288222 -6.612924e+01 14.26866621 0.9205778
## IA-AL -4.548730193 -2.865156e+01 19.55409836 1.0000000
## ID-AL -22.754612546 -6.160456e+01 16.09533708 0.9813538
## IL-AL 19.317082054 2.226423e+00 36.40774065 0.0062349
## IN-AL 10.925451763 -8.134490e+00 29.98539307 0.9872020
## KS-AL -16.489511875 -3.988175e+01 6.90272603 0.7845049
## KY-AL 26.349469087 6.129426e+00 46.56951185 0.0002201
## LA-AL -3.620867690 -2.388456e+01 16.64282935 1.0000000
## MA-AL 28.835551388 8.593759e+00 49.07734360 0.0000150
## MD-AL 29.863336172 8.324813e+00 51.40185895 0.0000358
## ME-AL -5.940326832 -3.669198e+01 24.81132370 1.0000000
## MI-AL 34.885497344 1.648301e+01 53.28798063 0.0000000
## MN-AL -18.994049166 -4.275540e+01 4.76730102 0.4636613
## MO-AL 11.536001172 -8.061047e+00 31.13304915 0.9796975
## MS-AL -0.066130871 -2.173542e+01 21.60315332 1.0000000
## MT-AL -24.709158001 -6.198858e+01 12.57026654 0.8885460
## NC-AL 22.760538969 3.957826e+00 41.56325240 0.0014241
## ND-AL -5.875302201 -5.068808e+01 38.93747810 1.0000000
## NE-AL -9.760785386 -3.880563e+01 19.28406097 1.0000000
## NH-AL 0.521249523 -3.266241e+01 33.70490405 1.0000000
## NJ-AL 52.848224333 3.333728e+01 72.35916789 0.0000000
## NM-AL -24.491454651 -5.426278e+01 5.27987300 0.3854734
## NV-AL -2.596075961 -3.150425e+01 26.31209987 1.0000000
## NY-AL 20.775895928 3.944667e+00 37.60712501 0.0008944
## OH-AL 12.889124620 -4.493301e+00 30.27155039 0.6676236
## OK-AL -6.883052913 -2.775036e+01 13.98425593 1.0000000
## OR-AL -22.745353287 -4.884580e+01 3.35509631 0.2446247
## PA-AL 7.220616812 -9.827919e+00 24.26915275 0.9999906
## RI-AL 8.995387454 -2.985456e+01 47.84533708 1.0000000
## SC-AL 4.894641185 -1.645611e+01 26.24539592 1.0000000
## SD-AL -16.327783278 -5.476267e+01 22.10710560 0.9999898
## TN-AL 12.827148460 -6.134861e+00 31.78915747 0.8590379
## TX-AL -0.036182512 -1.597275e+01 15.90038342 1.0000000
## UT-AL -27.311216320 -6.176007e+01 7.13764184 0.4865353
## VA-AL 15.073146651 -4.164064e+00 34.31035704 0.5192224
## VT-AL 2.840625549 -4.911374e+01 54.79499035 1.0000000
## WA-AL -4.436430728 -2.624124e+01 17.36837376 1.0000000
## WI-AL -15.496279213 -3.582664e+01 4.83408179 0.5951229
## WV-AL 20.589424151 -5.425275e+00 46.60412346 0.4912777
## WY-AL -22.689395155 -7.250323e+01 27.12444334 0.9999275
## AZ-AR -9.101541976 -3.286780e+01 14.66471333 0.9999996
## CA-AR -5.676079692 -2.480310e+01 13.45094331 1.0000000
## CO-AR -23.781900452 -5.050516e+01 2.94135709 0.2012925
## CT-AR 26.164985994 -7.975681e-01 53.12754005 0.0753927
## DC-AR 10.296348884 -3.578530e+01 56.37799507 1.0000000
## DE-AR 57.567102397 1.004981e+01 105.08439380 0.0013968
## FL-AR 25.273278743 5.672658e+00 44.87389981 0.0002933
## GA-AR -1.540896359 -2.291420e+01 19.83240678 1.0000000
## HI-AR -27.034499205 -6.864326e+01 14.57425918 0.9128243
## IA-AR -5.652941176 -3.204004e+01 20.73416138 1.0000000
## ID-AR -23.858823529 -6.416579e+01 16.44814141 0.9777321
## IL-AR 18.212871070 -1.971862e+00 38.39760411 0.1754777
## IN-AR 9.821240779 -1.205601e+01 31.69849379 0.9999511
## KS-AR -17.593722858 -4.333337e+01 8.14592809 0.8421378
## KY-AR 25.245258103 2.350216e+00 48.14030050 0.0100341
## LA-AR -4.725078673 -2.765868e+01 18.20852669 1.0000000
## MA-AR 27.731340405 4.817087e+00 50.64559337 0.0014315
## MD-AR 28.759125189 4.691703e+00 52.82654716 0.0019162
## ME-AR -7.044537815 -3.961748e+01 25.52840874 1.0000000
## MI-AR 33.781286361 1.247438e+01 55.08819200 0.0000003
## MN-AR -20.098260149 -4.617382e+01 5.97729544 0.5646935
## MO-AR 10.431790189 -1.191496e+01 32.77853774 0.9998611
## MS-AR -1.170341854 -2.535486e+01 23.01417208 1.0000000
## MT-AR -25.813368984 -6.460884e+01 12.98209893 0.8833351
## NC-AR 21.656327986 2.809347e-03 43.30984662 0.0499073
## ND-AR -6.979513185 -5.306116e+01 39.10213300 1.0000000
## NE-AR -10.864996369 -4.183169e+01 20.10169439 1.0000000
## NH-AR -0.582961460 -3.546115e+01 34.29522319 1.0000000
## NJ-AR 51.744013350 2.947274e+01 74.01528982 0.0000000
## NM-AR -25.595665635 -5.724475e+01 6.05342261 0.4315791
## NV-AR -3.700286944 -3.453883e+01 27.13825172 1.0000000
## NY-AR 19.671684945 -2.938631e-01 39.63723300 0.0615286
## OH-AR 11.784913637 -8.647452e+00 32.21727920 0.9857123
## OK-AR -7.987263896 -3.145591e+01 15.48138360 1.0000000
## OR-AR -23.849564270 -5.207307e+01 4.37394200 0.3164362
## PA-AR 6.116405828 -1.403267e+01 26.26548557 1.0000000
## RI-AR 7.891176471 -3.241579e+01 48.19814141 1.0000000
## SC-AR 3.790430202 -2.010910e+01 27.68996084 1.0000000
## SD-AR -17.431994261 -5.733906e+01 22.47506677 0.9999772
## TN-AR 11.722937477 -1.006905e+01 33.51492276 0.9962211
## TX-AR -1.140393495 -2.035775e+01 18.07696768 1.0000000
## UT-AR -28.415427303 -6.449945e+01 7.66859500 0.5052794
## VA-AR 13.968935668 -8.062930e+00 36.00080124 0.9369247
## VT-AR 1.736414566 -5.131628e+01 54.78911345 1.0000000
## WA-AR -5.540641711 -2.984666e+01 18.76537268 1.0000000
## WI-AR -16.600490196 -3.959302e+01 6.39203936 0.7323324
## WV-AR 19.485213168 -8.659012e+00 47.62943846 0.8195370
## WY-AR -23.793606138 -7.475194e+01 27.16472333 0.9998603
## CA-AZ 3.425462284 -1.423135e+01 21.08227606 1.0000000
## CO-AZ -14.680358476 -4.037185e+01 11.01112955 0.9879076
## CT-AZ 35.266527970 9.326224e+00 61.20683223 0.0000653
## DC-AZ 19.397890860 -2.609319e+01 64.88896888 0.9999886
## DE-AZ 66.668644373 1.972386e+01 113.61343158 0.0000166
## FL-AZ 34.374820719 1.620605e+01 52.54359640 0.0000000
## GA-AZ 7.560645617 -1.250769e+01 27.62898264 0.9999998
## HI-AZ -17.932957229 -5.888670e+01 23.02078299 0.9999755
## IA-AZ 3.448600800 -2.189305e+01 28.79025119 1.0000000
## ID-AZ -14.757281553 -5.438772e+01 24.87315481 0.9999998
## IL-AZ 27.314413046 8.516979e+00 46.11184669 0.0000077
## IN-AZ 18.922782755 -1.681446e+00 39.52701201 0.1456802
## KS-AZ -8.492180882 -3.315895e+01 16.17459220 1.0000000
## KY-AZ 34.346800079 1.266494e+01 56.02865954 0.0000003
## LA-AZ 4.376463303 -1.734611e+01 26.09903954 1.0000000
## MA-AZ 36.832882381 1.513074e+01 58.53502634 0.0000000
## MD-AZ 37.860667165 1.494428e+01 60.77705571 0.0000000
## ME-AZ 2.057004161 -2.967495e+01 33.78895826 1.0000000
## MI-AZ 42.882828337 2.288522e+01 62.88043548 0.0000000
## MN-AZ -10.996718173 -3.601381e+01 14.02036925 0.9999727
## MO-AZ 19.533332165 -1.568734e+00 40.63539817 0.1335581
## MS-AZ 7.931200122 -1.510813e+01 30.97053123 1.0000000
## MT-AZ -16.711827008 -5.480393e+01 21.38027709 0.9999742
## NC-AZ 30.757869962 1.039135e+01 51.12438496 0.0000019
## ND-AZ 2.122028791 -4.336905e+01 47.61310681 1.0000000
## NE-AZ -1.763454393 -3.184428e+01 28.31737007 1.0000000
## NH-AZ 8.518580516 -2.557552e+01 42.61268306 1.0000000
## NJ-AZ 60.845555326 3.982343e+01 81.86768222 0.0000000
## NM-AZ -16.494123659 -4.727699e+01 14.28874252 0.9965169
## NV-AZ 5.401255032 -2.454763e+01 35.35013699 1.0000000
## NY-AZ 28.773226921 1.021135e+01 47.33510110 0.0000007
## OH-AZ 20.886455613 1.823360e+00 39.94955153 0.0112891
## OK-AZ 1.114278080 -2.117243e+01 23.40098890 1.0000000
## OR-AZ -14.748022294 -4.199663e+01 12.50058078 0.9957207
## PA-AZ 15.217947804 -3.541196e+00 33.97709166 0.4231640
## RI-AZ 16.992718447 -2.263772e+01 56.62315481 0.9999866
## SC-AZ 12.891972178 -9.848028e+00 35.63197280 0.9895215
## SD-AZ -8.330452285 -4.755409e+01 30.89318324 1.0000000
## TN-AZ 20.824479453 3.108087e-01 41.33815016 0.0401310
## TX-AZ 7.961148481 -9.793486e+00 25.71578264 0.9999526
## UT-AZ -19.313885327 -5.464060e+01 16.01282878 0.9947623
## VA-AZ 23.070477644 2.302156e+00 43.83879881 0.0087284
## VT-AZ 10.837956542 -4.170259e+01 63.37850205 1.0000000
## WA-AZ 3.560900265 -1.960594e+01 26.72773861 1.0000000
## WI-AZ -7.498948220 -2.928372e+01 14.28582809 1.0000000
## WV-AZ 28.586755144 1.420278e+00 55.75323229 0.0228155
## WY-AZ -14.692064162 -6.511697e+01 35.73284442 1.0000000
## CO-CA -18.105820760 -3.957814e+01 3.36650270 0.3217523
## CT-CA 31.841065687 1.007165e+01 53.61048237 0.0000061
## DC-CA 15.972428577 -2.727623e+01 59.22108517 0.9999999
## DE-CA 63.243182089 1.846795e+01 108.01841144 0.0000198
## FL-CA 30.949358436 1.949892e+01 42.39979631 0.0000000
## GA-CA 4.135183334 -1.013879e+01 18.40915505 1.0000000
## HI-CA -21.358419513 -5.980601e+01 17.08916762 0.9928468
## IA-CA 0.023138516 -2.102935e+01 21.07562916 1.0000000
## ID-CA -18.182743837 -5.521759e+01 18.85209927 0.9995085
## IL-CA 23.888950763 1.146512e+01 36.31278388 0.0000000
## IN-CA 15.497320472 4.792520e-01 30.51538895 0.0312400
## KS-CA -11.917643166 -3.215271e+01 8.31742077 0.9795231
## KY-CA 30.921337796 1.445588e+01 47.38679095 0.0000000
## LA-CA 0.951001019 -1.556803e+01 17.47003356 1.0000000
## MA-CA 33.407420097 1.691527e+01 49.89957491 0.0000000
## MD-CA 34.435204881 1.637506e+01 52.49535387 0.0000000
## ME-CA -1.368458123 -2.979248e+01 27.05556391 1.0000000
## MI-CA 39.457366053 2.528301e+01 53.63172351 0.0000000
## MN-CA -14.422180457 -3.508284e+01 6.23847734 0.8040056
## MO-CA 16.107869881 4.137529e-01 31.80198686 0.0339684
## MS-CA 4.505737838 -1.371016e+01 22.72163462 1.0000000
## MT-CA -20.137289292 -5.552113e+01 15.24655607 0.9887597
## NC-CA 27.332407678 1.264217e+01 42.02264426 0.0000000
## ND-CA -1.303433492 -4.455209e+01 41.94522310 1.0000000
## NE-CA -5.188916677 -3.175702e+01 21.37918672 1.0000000
## NH-CA 5.093118232 -2.594582e+01 36.13206064 1.0000000
## NJ-CA 57.420093042 4.183363e+01 73.00655951 0.0000000
## NM-CA -19.919585942 -4.728001e+01 7.44084111 0.7127713
## NV-CA 1.975792748 -2.444283e+01 28.39441588 1.0000000
## NY-CA 25.347764637 1.328330e+01 37.41222860 0.0000000
## OH-CA 17.460993329 4.638757e+00 30.28322963 0.0000621
## OK-CA -2.311184204 -1.956533e+01 14.94296303 1.0000000
## OR-CA -18.173484578 -4.148645e+01 5.13948364 0.5334251
## PA-CA 11.792485521 -5.733382e-01 24.15830922 0.0940999
## RI-CA 13.567256163 -2.346759e+01 50.60209927 0.9999999
## SC-CA 9.466509894 -8.369290e+00 27.30230946 0.9971424
## SD-CA -11.755914569 -4.835512e+01 24.84328899 1.0000000
## TN-CA 17.399017169 2.505435e+00 32.29259981 0.0031539
## TX-CA 4.535686197 -6.245555e+00 15.31692694 0.9999923
## UT-CA -22.739347611 -5.512738e+01 9.64868794 0.7926346
## VA-CA 19.645015360 4.402598e+00 34.88743256 0.0002968
## VT-CA 7.412494258 -4.319894e+01 58.02392617 1.0000000
## WA-CA 0.135437981 -1.824146e+01 18.51233970 1.0000000
## WI-CA -10.924410504 -2.752515e+01 5.67633034 0.8977982
## WV-CA 25.161292860 1.944368e+00 48.37821769 0.0137558
## WY-CA -18.117526446 -6.652909e+01 30.29403750 0.9999998
## CT-CO 49.946886447 2.127291e+01 78.62086397 0.0000000
## DC-CO 34.078249337 -1.302521e+01 81.18170761 0.7275882
## DE-CO 81.349002849 3.284013e+01 129.85787470 0.0000000
## FL-CO 49.055179196 2.715993e+01 70.95043009 0.0000000
## GA-CO 22.241004094 -1.254437e+00 45.73644520 0.1029870
## HI-CO -3.252598753 -4.599025e+01 39.48504789 1.0000000
## IA-CO 18.128959276 -1.000459e+01 46.26251303 0.9216309
## ID-CO -0.076923077 -4.154823e+01 41.39438132 1.0000000
## IL-CO 41.994771523 1.957511e+01 64.41443061 0.0000000
## IN-CO 33.603141232 9.648353e+00 57.55792917 0.0000247
## KS-CO 6.188177594 -2.133903e+01 33.71538771 1.0000000
## KY-CO 49.027158556 2.413940e+01 73.91491924 0.0000000
## LA-CO 19.056821779 -5.866419e+00 43.98006235 0.5866023
## MA-CO 51.513240858 2.660781e+01 76.41867510 0.0000000
## MD-CO 52.541025641 2.657069e+01 78.51136384 0.0000000
## ME-CO 16.737362637 -1.726579e+01 50.74051710 0.9994771
## MI-CO 57.563186813 3.412813e+01 80.99824375 0.0000000
## MN-CO 3.683640303 -2.415792e+01 31.52519675 1.0000000
## MO-CO 34.213690641 9.829376e+00 58.59800511 0.0000246
## MS-CO 22.611558598 -3.467329e+00 48.69044623 0.2558148
## MT-CO -2.031468531 -4.203529e+01 37.97235624 1.0000000
## NC-CO 45.438228438 2.168760e+01 69.18886075 0.0000000
## ND-CO 16.802387268 -3.030107e+01 63.90584554 1.0000000
## NE-CO 12.916904084 -1.955083e+01 45.38463579 0.9999986
## NH-CO 23.198938992 -1.301854e+01 59.41641310 0.9275779
## NJ-CO 75.525913803 5.121075e+01 99.84108235 0.0000000
## NM-CO -1.813765182 -3.493298e+01 31.30545058 1.0000000
## NV-CO 20.081613508 -1.226391e+01 52.42714075 0.9531656
## NY-CO 43.453585398 2.123106e+01 65.67611395 0.0000000
## OH-CO 35.566814089 1.292395e+01 58.20967672 0.0000004
## OK-CO 15.794636556 -9.621797e+00 41.21106985 0.9525155
## OR-CO -0.067663818 -2.993042e+01 29.79508843 1.0000000
## PA-CO 29.898306281 7.510741e+00 52.28587159 0.0001104
## RI-CO 31.673076923 -9.798227e+00 73.14438132 0.5897526
## SC-CO 27.572330654 1.757505e+00 53.38715645 0.0177506
## SD-CO 6.349906191 -3.473283e+01 47.43264205 1.0000000
## TN-CO 35.504837929 1.162790e+01 59.38177844 0.0000034
## TX-CO 22.641506957 1.088673e+00 44.19434056 0.0234566
## UT-CO -4.633526851 -4.201366e+01 32.74660599 1.0000000
## VA-CO 37.750836120 1.365476e+01 61.84690979 0.0000005
## VT-CO 25.518315018 -2.842431e+01 79.46093754 0.9998044
## WA-CO 18.241258741 -7.950343e+00 44.43286047 0.8084083
## WI-CO 7.181410256 -1.779606e+01 32.15888173 1.0000000
## WV-CO 43.267113620 1.347928e+01 73.05494810 0.0000078
## WY-CO -0.011705686 -5.189589e+01 51.87248273 1.0000000
## DC-CT -15.868637110 -6.310827e+01 31.37099254 1.0000000
## DE-CT 31.402116402 -1.723899e+01 80.04322531 0.9197098
## FL-CT -0.891707251 -2.307839e+01 21.29497434 1.0000000
## GA-CT -27.705882353 -5.147314e+01 -3.93862377 0.0033022
## HI-CT -53.199485199 -9.608717e+01 -10.31180319 0.0007931
## IA-CT -31.817927171 -6.017888e+01 -3.45697382 0.0072164
## ID-CT -50.023809524 -9.164971e+01 -8.39790513 0.0016838
## IL-CT -7.952114924 -3.065647e+01 14.75224461 1.0000000
## IN-CT -16.343745215 -4.056520e+01 7.87770588 0.8629469
## KS-CT -43.758708853 -7.151829e+01 -15.99913168 0.0000004
## KY-CT -0.919727891 -2.606426e+01 24.22480352 1.0000000
## LA-CT -30.890064668 -5.606971e+01 -5.71041518 0.0010380
## MA-CT 1.566354411 -2.359567e+01 26.72837903 1.0000000
## MD-CT 2.594139194 -2.362237e+01 28.81064724 1.0000000
## ME-CT -33.209523810 -6.740106e+01 0.98201522 0.0745249
## MI-CT 7.616300366 -1.609127e+01 31.32386713 1.0000000
## MN-CT -46.263246144 -7.433457e+01 -18.19192460 0.0000001
## MO-CT -15.733195805 -4.037953e+01 8.91313496 0.9308180
## MS-CT -27.335327848 -5.365937e+01 -1.01128546 0.0282898
## MT-CT -51.978354978 -9.214243e+01 -11.81428117 0.0002657
## NC-CT -4.508658009 -2.852822e+01 19.51090408 1.0000000
## ND-CT -33.144499179 -8.038413e+01 14.09513047 0.7939624
## NE-CT -37.029982363 -6.969495e+01 -4.36500983 0.0058775
## NH-CT -26.747947455 -6.314235e+01 9.64645127 0.6898680
## NJ-CT 25.579027356 1.001105e+00 50.15694934 0.0273012
## NM-CT -51.760651629 -8.507325e+01 -18.44805220 0.0000007
## NV-CT -29.865272938 -6.240878e+01 2.67823579 0.1468742
## NY-CT -6.493301049 -2.900302e+01 16.01642136 1.0000000
## OH-CT -14.380072357 -3.730486e+01 8.54471894 0.9456888
## OK-CT -34.152249891 -5.982017e+01 -8.48433394 0.0001228
## OR-CT -50.014550265 -8.009163e+01 -19.93746929 0.0000000
## PA-CT -20.048580166 -4.272125e+01 2.62408858 0.2139778
## RI-CT -18.273809524 -5.989971e+01 23.35209487 0.9999737
## SC-CT -22.374555792 -4.843702e+01 3.68790876 0.2784203
## SD-CT -43.596980256 -8.483577e+01 -2.35818767 0.0211198
## TN-CT -14.442048518 -3.858651e+01 9.70241495 0.9735768
## TX-CT -27.305379490 -4.915421e+01 -5.45654739 0.0006589
## UT-CT -54.580413297 -9.213199e+01 -17.02883331 0.0000076
## VA-CT -12.196050326 -3.655724e+01 12.16514000 0.9992192
## VT-CT -24.428571429 -7.849014e+01 29.63299859 0.9999415
## WA-CT -31.705627706 -5.814134e+01 -5.26991646 0.0017625
## WI-CT -42.765476190 -6.799881e+01 -17.53214686 0.0000000
## WV-CT -6.679772827 -3.668247e+01 23.32292556 1.0000000
## WY-CT -49.958592133 -1.019664e+02 2.04925185 0.0859225
## DE-DC 47.270753512 -1.406844e+01 108.60994384 0.5651390
## FL-DC 14.976929859 -2.848325e+01 58.43711433 1.0000000
## GA-DC -11.837245243 -5.612518e+01 32.45069188 1.0000000
## HI-DC -37.330848089 -9.421575e+01 19.55405380 0.9012044
## IA-DC -15.949290061 -6.286285e+01 30.96427375 1.0000000
## ID-DC -34.155172414 -9.009491e+01 21.78456937 0.9635040
## IL-DC 7.916522186 -3.581021e+01 51.64325012 1.0000000
## IN-DC -0.475108105 -4.500844e+01 44.05822197 1.0000000
## KS-DC -27.890071743 -7.444255e+01 18.66240315 0.9728861
## KY-DC 14.948909219 -3.009314e+01 59.99095906 1.0000000
## LA-DC -15.021427558 -6.008309e+01 30.04023622 1.0000000
## MA-DC 17.434991521 -2.761683e+01 62.48680921 0.9999994
## MD-DC 18.462776304 -2.718636e+01 64.11191746 0.9999977
## ME-DC -17.340886700 -6.799264e+01 33.31086683 1.0000000
## MI-DC 23.484937476 -2.077099e+01 67.74086946 0.9971534
## MN-DC -30.394609034 -7.713365e+01 16.34443126 0.9118409
## MO-DC 0.135441305 -4.463040e+01 44.90128112 1.0000000
## MS-DC -11.466690738 -5.717767e+01 34.24429265 1.0000000
## MT-DC -36.109717868 -9.097037e+01 18.75093851 0.8975319
## NC-DC 11.359979101 -3.306387e+01 55.78382582 1.0000000
## ND-DC -17.275862069 -7.750975e+01 42.95802709 1.0000000
## NE-DC -21.161345253 -7.079540e+01 28.47270782 0.9999886
## NH-DC -10.879310345 -6.304339e+01 41.28476784 1.0000000
## NJ-DC 41.447664466 -3.280549e+00 86.17587752 0.1319591
## NM-DC -35.892014519 -8.595466e+01 14.17062699 0.7482650
## NV-DC -13.996635828 -6.355084e+01 35.55756434 1.0000000
## NY-DC 9.375336061 -3.425065e+01 53.00131911 1.0000000
## OH-DC 1.488564753 -4.235302e+01 45.33015289 1.0000000
## OK-DC -18.283612781 -6.361992e+01 27.05269390 0.9999979
## OR-DC -34.145913155 -8.211642e+01 13.82459439 0.7640303
## PA-DC -4.179943056 -4.789022e+01 39.53033837 1.0000000
## RI-DC -2.405172414 -5.834491e+01 53.53456937 1.0000000
## SC-DC -6.505918682 -5.206677e+01 39.05492912 1.0000000
## SD-DC -27.728343145 -8.338063e+01 27.92394169 0.9993022
## TN-DC 1.426588592 -4.306492e+01 45.91809239 1.0000000
## TX-DC -11.436742380 -5.472543e+01 31.85194273 1.0000000
## UT-DC -38.711776187 -9.168970e+01 14.26614330 0.7039761
## VA-DC 3.672586784 -4.093690e+01 48.28207443 1.0000000
## VT-DC -8.559934319 -7.428050e+01 57.16062675 1.0000000
## WA-DC -15.836990596 -6.161237e+01 29.93839169 1.0000000
## WI-DC -26.896839080 -7.198852e+01 18.19484201 0.9747395
## WV-DC 9.188864283 -3.873504e+01 57.11276964 1.0000000
## WY-DC -34.089955022 -9.813177e+01 29.95186436 0.9969623
## FL-DE -32.293823653 -7.727340e+01 12.68575506 0.7450671
## GA-DE -59.107998755 -1.048879e+02 -13.32813155 0.0002830
## HI-DE -84.601601602 -1.426556e+02 -26.54760149 0.0000070
## IA-DE -63.220043573 -1.115445e+02 -14.89554321 0.0001977
## ID-DE -81.425925926 -1.385541e+02 -24.29774044 0.0000147
## IL-DE -39.354231326 -8.459140e+01 5.88293926 0.2483972
## IN-DE -47.745861617 -9.376317e+01 -1.72855667 0.0286622
## KS-DE -75.160825255 -1.231349e+02 -27.18679285 0.0000005
## KY-DE -32.321844293 -7.883164e+01 14.18795167 0.8125202
## LA-DE -62.292181070 -1.088210e+02 -15.76338988 0.0001028
## MA-DE -29.835761991 -7.635502e+01 16.68349363 0.9263390
## MD-DE -28.807977208 -7.590595e+01 18.28999467 0.9624976
## ME-DE -64.611640212 -1.165729e+02 -12.65035653 0.0007469
## MI-DE -23.785816036 -6.953472e+01 21.96308977 0.9981644
## MN-DE -77.665362546 -1.258205e+02 -29.51027191 0.0000001
## MO-DE -47.135312208 -9.337767e+01 -0.89295845 0.0377392
## MS-DE -58.737444251 -1.058954e+02 -11.57953008 0.0007165
## MT-DE -83.380471380 -1.394524e+02 -27.30849544 0.0000034
## NC-DE -35.910774411 -8.182213e+01 10.00058610 0.5240675
## ND-DE -64.546615581 -1.258858e+02 -3.20742525 0.0228122
## NE-DE -68.432098765 -1.194018e+02 -17.46236175 0.0000946
## NH-DE -58.150063857 -1.115866e+02 -4.71350409 0.0127790
## NJ-DE -5.823089046 -5.202902e+01 40.38284034 1.0000000
## NM-DE -83.162768031 -1.345500e+02 -31.77558148 0.0000001
## NV-DE -61.267389341 -1.121594e+02 -10.37540941 0.0016169
## NY-DE -37.895417451 -8.303521e+01 7.24437945 0.3327948
## OH-DE -45.782188760 -9.113039e+01 -0.43398354 0.0435485
## OK-DE -65.554366293 -1.123492e+02 -18.75954211 0.0000258
## OR-DE -81.416666667 -1.307679e+02 -32.06543101 0.0000001
## PA-DE -51.450696568 -9.667197e+01 -6.22942315 0.0054646
## RI-DE -49.675925926 -1.068041e+02 7.45225956 0.2494125
## SC-DE -53.776672195 -1.007891e+02 -6.76427256 0.0049006
## SD-DE -74.999096658 -1.318458e+02 -18.15235819 0.0001562
## TN-DE -45.844164920 -9.182099e+01 0.13266378 0.0521007
## TX-DE -58.707495892 -1.035214e+02 -13.89360156 0.0001903
## UT-DE -85.982529700 -1.402138e+02 -31.75122121 0.0000003
## VA-DE -43.598166729 -8.968918e+01 2.49284384 0.1039014
## VT-DE -55.830687831 -1.225657e+02 10.90436303 0.3416103
## WA-DE -63.107744108 -1.103281e+02 -15.88740431 0.0001081
## WI-DE -74.167592593 -1.207255e+02 -27.60972999 0.0000002
## WV-DE -38.081889229 -8.738783e+01 11.22404927 0.5590275
## WY-DE -81.360708535 -1.464432e+02 -16.27822628 0.0006539
## GA-FL -26.814175102 -4.171678e+01 -11.91157112 0.0000000
## HI-FL -52.307777948 -9.099315e+01 -13.62240225 0.0000768
## IA-FL -30.926219920 -5.240990e+01 -9.44253542 0.0000106
## ID-FL -49.132102273 -8.641375e+01 -11.85045879 0.0001612
## IL-FL -7.060407673 -2.020168e+01 6.08086192 0.9963176
## IN-FL -15.452037964 -3.106881e+01 0.16473885 0.0580524
## KS-FL -42.867001602 -6.355031e+01 -22.18369555 0.0000000
## KY-FL -0.028020640 -1.704132e+01 16.98528253 1.0000000
## LA-FL -29.998357417 -4.706352e+01 -12.93319486 0.0000000
## MA-FL 2.458061662 -1.458108e+01 19.49720799 1.0000000
## MD-FL 3.485846445 -1.507514e+01 22.04683561 1.0000000
## ME-FL -32.317816558 -6.106267e+01 -3.57296718 0.0069207
## MI-FL 8.508007617 -6.299212e+00 23.31522702 0.9866448
## MN-FL -45.371538892 -6.647140e+01 -24.27167828 0.0000000
## MO-FL -14.841488554 -3.110945e+01 1.42647520 0.1564548
## MS-FL -26.443620597 -4.515619e+01 -7.73105176 0.0000195
## MT-FL -51.086647727 -8.672873e+01 -15.44456797 0.0000122
## NC-FL -3.616950758 -1.891873e+01 11.68482652 1.0000000
## ND-FL -32.252791928 -7.571298e+01 11.20739254 0.6654999
## NE-FL -36.138275112 -6.304934e+01 -9.22720945 0.0000940
## NH-FL -25.856240204 -5.718925e+01 5.47676609 0.3772495
## NJ-FL 26.470734607 1.030660e+01 42.63487003 0.0000001
## NM-FL -50.868944378 -7.856252e+01 -23.17536560 0.0000000
## NV-FL -28.973565687 -5.573707e+01 -2.21006470 0.0140232
## NY-FL -5.601593798 -1.840365e+01 7.20046181 0.9999760
## OH-FL -13.488365106 -2.700691e+01 0.03018071 0.0516188
## OK-FL -33.260542640 -5.103825e+01 -15.48283373 0.0000000
## OR-FL -49.122843013 -7.282592e+01 -25.41976675 0.0000000
## PA-FL -19.156872915 -3.224331e+01 -6.07043211 0.0000059
## RI-FL -17.382102273 -5.466375e+01 19.89954121 0.9998655
## SC-FL -21.482848541 -3.982562e+01 -3.14008203 0.0029863
## SD-FL -42.705273004 -7.955419e+01 -5.85635120 0.0037375
## TN-FL -13.550341266 -2.904744e+01 1.94675978 0.2373830
## TX-FL -26.413672239 -3.801438e+01 -14.81296153 0.0000000
## UT-FL -53.688706046 -8.635866e+01 -21.01874761 0.0000001
## VA-FL -11.304343075 -2.713699e+01 4.52830102 0.7573890
## VT-FL -23.536864177 -7.432917e+01 27.25544211 0.9998854
## WA-FL -30.813920455 -4.968326e+01 -11.94458411 0.0000001
## WI-FL -41.873768939 -5.901804e+01 -24.72950069 0.0000000
## WV-FL -5.788065575 -2.939669e+01 17.82055437 1.0000000
## WY-FL -49.066884881 -9.766751e+01 -0.46625875 0.0435335
## HI-GA -25.493602847 -6.510663e+01 14.11942574 0.9229317
## IA-GA -4.112044818 -2.722443e+01 19.00034235 1.0000000
## ID-GA -22.317927171 -6.056129e+01 15.92543411 0.9824786
## IL-GA 19.753767429 4.090859e+00 35.41667608 0.0005233
## IN-GA 11.362137138 -6.428800e+00 29.15307469 0.9303958
## KS-GA -16.052826500 -3.842318e+01 6.31753090 0.7462326
## KY-GA 26.786154462 7.757591e+00 45.81471788 0.0000221
## LA-GA -3.184182315 -2.225913e+01 15.89076236 1.0000000
## MA-GA 29.272236764 1.022056e+01 48.32390988 0.0000010
## MD-GA 30.300021547 9.875917e+00 50.72412641 0.0000037
## ME-GA -5.503641457 -3.548530e+01 24.47802139 1.0000000
## MI-GA 35.322182719 1.823747e+01 52.40689774 0.0000000
## MN-GA -18.557363791 -4.131341e+01 4.19868725 0.4089315
## MO-GA 11.972686548 -6.392508e+00 30.33788150 0.9090264
## MS-GA 0.370554505 -2.019140e+01 20.93250902 1.0000000
## MT-GA -24.272472625 -6.091932e+01 12.37437704 0.8894961
## NC-GA 23.197224344 5.682141e+00 40.71230724 0.0001401
## ND-GA -5.438616826 -4.972655e+01 38.84932030 1.0000000
## NE-GA -9.324100010 -3.755244e+01 18.90424029 1.0000000
## NH-GA 0.957934898 -3.151345e+01 33.42932267 1.0000000
## NJ-GA 53.284909709 3.501162e+01 71.55819663 0.0000000
## NM-GA -24.054769276 -5.303007e+01 4.92053135 0.3614782
## NV-GA -2.159390586 -3.024709e+01 25.92830648 1.0000000
## NY-GA 21.212581304 5.833168e+00 36.59199510 0.0000421
## OH-GA 13.325809995 -2.654954e+00 29.30657411 0.3500092
## OK-GA -6.446367538 -2.616135e+01 13.26861851 1.0000000
## OR-GA -22.308667912 -4.749735e+01 2.88001140 0.2107946
## PA-GA 7.657302187 -7.959633e+00 23.27423767 0.9995238
## RI-GA 9.432072829 -2.881129e+01 47.67543411 1.0000000
## SC-GA 5.331326560 -1.489467e+01 25.55732034 1.0000000
## SD-GA -15.891097903 -5.371274e+01 21.93054642 0.9999926
## TN-GA 13.263833835 -4.422146e+00 30.94981365 0.6383482
## TX-GA 0.400502863 -1.399430e+01 14.79530158 1.0000000
## UT-GA -26.874530944 -6.063782e+01 6.88876162 0.4754716
## VA-GA 15.509832026 -2.470890e+00 33.49055393 0.2674697
## VT-GA 3.277310924 -4.822504e+01 54.77966154 1.0000000
## WA-GA -3.999745353 -2.470447e+01 16.70497862 1.0000000
## WI-GA -15.059593838 -3.420534e+01 4.08615438 0.5084713
## WV-GA 21.026109526 -4.073705e+00 46.12592380 0.3382711
## WY-GA -22.252709780 -7.159493e+01 27.08950948 0.9999445
## IA-HI 21.381558029 -2.114670e+01 63.90982073 0.9991383
## ID-HI 3.175675676 -4.914091e+01 55.49226358 1.0000000
## IL-HI 45.247370275 6.262791e+00 84.23194921 0.0036225
## IN-HI 36.855739984 -3.031453e+00 76.74293275 0.1362564
## KS-HI 9.440776347 -3.268883e+01 51.57038088 1.0000000
## KY-HI 52.279757308 1.182538e+01 92.73413795 0.0002761
## LA-HI 22.309420532 -1.816680e+01 62.78563826 0.9938558
## MA-HI 54.765839610 1.430058e+01 95.23109552 0.0000747
## MD-HI 55.793624394 1.466438e+01 96.92286882 0.0000697
## ME-HI 19.989961390 -2.662946e+01 66.60938647 0.9999866
## MI-HI 60.815785566 2.123854e+01 100.39302871 0.0000010
## MN-HI 6.936239056 -3.539943e+01 49.27190424 1.0000000
## MO-HI 37.466289394 -2.680330e+00 77.61290909 0.1217699
## MS-HI 25.864157351 -1.533371e+01 67.06202940 0.9450336
## MT-HI 1.221130221 -4.994001e+01 52.38227053 1.0000000
## NC-HI 48.690827191 8.925908e+00 88.45574661 0.0010861
## ND-HI 20.054986020 -3.682992e+01 76.93988791 1.0000000
## NE-HI 16.169502836 -2.934214e+01 61.68114842 1.0000000
## NH-HI 26.451537745 -2.180674e+01 74.70981902 0.9944898
## NJ-HI 78.778512555 3.867385e+01 118.88317192 0.0000000
## NM-HI 1.438833570 -4.453984e+01 47.41751052 1.0000000
## NV-HI 23.334212261 -2.209033e+01 68.75875864 0.9985938
## NY-HI 46.706184150 7.834639e+00 85.57772974 0.0016901
## OH-HI 38.819412842 -2.939546e-01 77.93278024 0.0556303
## OK-HI 19.047235309 -2.173452e+01 59.82898812 0.9998593
## OR-HI 3.184934935 -4.050649e+01 46.87635575 1.0000000
## PA-HI 33.150905033 -5.815226e+00 72.11703599 0.2998990
## RI-HI 34.925675676 -1.739091e+01 87.24226358 0.8787131
## SC-HI 30.824929407 -1.020630e+01 71.85615546 0.6338301
## SD-HI 9.602504944 -4.240660e+01 61.61161440 1.0000000
## TN-HI 38.757436682 -1.083052e+00 78.59792575 0.0729948
## TX-HI 25.894105710 -1.259850e+01 64.38671432 0.8675897
## UT-HI -1.380928098 -5.051778e+01 47.75592785 1.0000000
## VA-HI 41.003434873 1.031231e+00 80.97563831 0.0342577
## VT-HI 28.770913771 -3.389457e+01 91.43639714 0.9999103
## WA-HI 21.493857494 -1.977546e+01 62.76317155 0.9980939
## WI-HI 10.434009009 -3.007562e+01 50.94364197 1.0000000
## WV-HI 46.519712373 2.879463e+00 90.15996173 0.0183592
## WY-HI 3.240893067 -5.766170e+01 64.14348159 1.0000000
## ID-IA -18.205882353 -5.946138e+01 23.04961154 0.9999696
## IL-IA 23.865812247 1.847915e+00 45.88370955 0.0137151
## IN-IA 15.474181956 -8.105016e+00 39.05337942 0.9011825
## KS-IA -11.940781682 -3.914177e+01 15.26021066 0.9999737
## KY-IA 30.898199280 6.371738e+00 55.42466090 0.0005383
## LA-IA 0.927862503 -2.363460e+01 25.49032590 1.0000000
## MA-IA 33.384281581 8.839886e+00 57.92867692 0.0000644
## MD-IA 34.412066365 8.787758e+00 60.03637423 0.0000939
## ME-IA -1.391596639 -3.513121e+01 32.34801214 1.0000000
## MI-IA 39.434227537 1.638323e+01 62.48522711 0.0000000
## MN-IA -14.445318973 -4.196438e+01 13.07374629 0.9977413
## MO-IA 16.084731365 -7.930711e+00 40.10017389 0.8740434
## MS-IA 4.482599322 -2.125172e+01 30.21691625 1.0000000
## MT-IA -20.160427807 -5.994048e+01 19.61962604 0.9989640
## NC-IA 27.309269162 3.937508e+00 50.68103039 0.0031394
## ND-IA -1.326572008 -4.824014e+01 45.58699180 1.0000000
## NE-IA -5.212055192 -3.740367e+01 26.97956313 1.0000000
## NH-IA 5.069979716 -3.090018e+01 41.04013565 1.0000000
## NJ-IA 57.396954526 3.345172e+01 81.34218597 0.0000000
## NM-IA -19.942724458 -5.279130e+01 12.90585451 0.9665637
## NV-IA 1.952654232 -3.011571e+01 34.02101590 1.0000000
## NY-IA 25.324626122 3.507489e+00 47.14176303 0.0036146
## OH-IA 17.437854813 -4.807278e+00 39.68298722 0.5179664
## OK-IA -2.334322720 -2.739708e+01 22.72843389 1.0000000
## OR-IA -18.196623094 -4.775894e+01 11.36569514 0.9587506
## PA-IA 11.769347005 -1.021587e+01 33.75456404 0.9965824
## RI-IA 13.544117647 -2.771138e+01 54.79961154 1.0000000
## SC-IA 9.443371378 -1.602331e+01 34.91005389 0.9999999
## SD-IA -11.779053085 -5.264393e+01 29.08582026 1.0000000
## TN-IA 17.375878653 -6.124227e+00 40.87598452 0.6748209
## TX-IA 4.512547681 -1.662205e+01 25.64714784 1.0000000
## UT-IA -22.762486127 -5.990304e+01 14.37807148 0.9613526
## VA-IA 19.621876844 -4.100843e+00 43.34459705 0.3711031
## VT-IA 7.389355742 -4.638753e+01 61.16623937 1.0000000
## WA-IA 0.112299465 -2.573623e+01 25.96083306 1.0000000
## WI-IA -10.947549020 -3.556504e+01 13.66994006 0.9999623
## WV-IA 25.138154344 -4.348483e+00 54.62479150 0.2949144
## WY-IA -18.140664962 -6.985252e+01 33.57118760 1.0000000
## IL-ID 42.071694600 4.479674e+00 79.66371560 0.0075654
## IN-ID 33.680064309 -4.847209e+00 72.20733769 0.2378528
## KS-ID 6.265100671 -3.457931e+01 47.10951554 1.0000000
## KY-ID 49.104081633 9.989895e+00 88.21826782 0.0005881
## LA-ID 19.133744856 -2.000303e+01 58.27051592 0.9995563
## MA-ID 51.590163934 1.246473e+01 90.71559791 0.0001587
## MD-ID 52.617948718 1.280617e+01 92.42972330 0.0001486
## ME-ID 16.814285714 -2.864705e+01 62.27562580 0.9999999
## MI-ID 57.640109890 1.943382e+01 95.84640286 0.0000020
## MN-ID 3.760563380 -3.729636e+01 44.81748964 1.0000000
## MO-ID 34.290613718 -4.505181e+00 73.08640887 0.2148646
## MS-ID 22.688481675 -1.719419e+01 62.57115096 0.9888418
## MT-ID -1.954545455 -5.206268e+01 48.15358688 1.0000000
## NC-ID 45.515151515 7.114481e+00 83.91582162 0.0022989
## ND-ID 16.879310345 -3.906043e+01 72.81905212 1.0000000
## NE-ID 12.993827160 -3.133080e+01 57.31845385 1.0000000
## NH-ID 23.275862069 -2.386461e+01 70.41633682 0.9994369
## NJ-ID 75.602836879 3.685046e+01 114.35520907 0.0000000
## NM-ID -1.736842105 -4.654088e+01 43.06719099 1.0000000
## NV-ID 20.158536585 -2.407665e+01 64.39372690 0.9999265
## NY-ID 43.530508475 6.055721e+00 81.00529606 0.0035605
## OH-ID 35.643737166 -2.081827e+00 73.36930088 0.1053604
## OK-ID 15.871559633 -2.358112e+01 55.32424028 0.9999980
## OR-ID 0.009259259 -4.244428e+01 42.46279740 1.0000000
## PA-ID 29.975229358 -7.597660e+00 67.54811864 0.4691374
## RI-ID 31.750000000 -1.953731e+01 83.03730854 0.9551013
## SC-ID 27.649253731 -1.206125e+01 67.35975813 0.8089126
## SD-ID 6.426829268 -4.454679e+01 57.40045102 1.0000000
## TN-ID 35.581761006 -2.897158e+00 74.06068014 0.1350998
## TX-ID 22.718430034 -1.436315e+01 59.80000990 0.9615558
## UT-ID -4.556603774 -5.259610e+01 43.48289311 1.0000000
## VA-ID 37.827759197 -7.875188e-01 76.44303720 0.0665437
## VT-ID 25.595238095 -3.621354e+01 87.40401946 0.9999952
## WA-ID 18.318181818 -2.163828e+01 58.27464475 0.9999137
## WI-ID 7.258333333 -3.191300e+01 46.42966226 1.0000000
## WV-ID 43.344036697 9.431639e-01 85.74490947 0.0361283
## WY-ID 0.065217391 -5.995551e+01 60.08594662 1.0000000
## IN-IL -8.391630291 -2.473552e+01 7.95226214 0.9986091
## KS-IL -35.806593928 -5.704426e+01 -14.56893277 0.0000000
## KY-IL 7.032387033 -1.065070e+01 24.71547462 0.9999986
## LA-IL -22.937949744 -4.067094e+01 -5.20496141 0.0002692
## MA-IL 9.518469335 -8.189484e+00 27.22642261 0.9962815
## MD-IL 10.546254118 -8.630540e+00 29.72304792 0.9941175
## ME-IL -25.257408885 -5.440369e+01 3.88886820 0.2570278
## MI-IL 15.568415290 -3.766583e-03 31.14059716 0.0501732
## MN-IL -38.311131219 -5.995468e+01 -16.66758207 0.0000000
## MO-IL -7.781080881 -2.474828e+01 9.18611531 0.9999130
## MS-IL -19.383212924 -3.870676e+01 -0.05966940 0.0478334
## MT-IL -44.026240054 -7.999285e+01 -8.05963122 0.0010942
## NC-IL 3.443456916 -1.259972e+01 19.48663272 1.0000000
## ND-IL -25.192384255 -6.891911e+01 18.53434368 0.9859917
## NE-IL -29.077867439 -5.641730e+01 -1.73843517 0.0190763
## NH-IL -18.795832531 -5.049751e+01 12.90584542 0.9771214
## NJ-IL 33.531142280 1.666347e+01 50.39881479 0.0000000
## NM-IL -43.808536705 -7.191856e+01 -15.69851345 0.0000006
## NV-IL -21.913158014 -4.910735e+01 5.28103415 0.4415362
## NY-IL 1.458813875 -1.222080e+01 15.13842387 1.0000000
## OH-IL -6.427957433 -2.078032e+01 7.92440066 0.9999541
## OK-IL -26.200134967 -4.461985e+01 -7.78041630 0.0000158
## OR-IL -42.062435340 -6.625076e+01 -17.87411323 0.0000000
## PA-IL -12.096465242 -2.604258e+01 1.84964658 0.2549731
## RI-IL -10.321694600 -4.791372e+01 27.27032640 1.0000000
## SC-IL -14.422440868 -3.338810e+01 4.54321718 0.6014152
## SD-IL -35.644865331 -7.280778e+01 1.51804817 0.0875706
## TN-IL -6.489933593 -2.271951e+01 9.73964566 0.9999984
## TX-IL -19.353264565 -3.191573e+01 -6.79079702 0.0000009
## UT-IL -46.628298373 -7.965201e+01 -13.60459043 0.0000201
## VA-IL -4.243935402 -2.079421e+01 12.30634317 1.0000000
## VT-IL -16.476456504 -6.749702e+01 34.54410287 1.0000000
## WA-IL -23.753512781 -4.322891e+01 -4.27811918 0.0011925
## WI-IL -34.813361266 -5.262249e+01 -17.00423339 0.0000000
## WV-IL 1.272342098 -2.282343e+01 25.36811014 1.0000000
## WY-IL -42.006477208 -9.084560e+01 6.83264607 0.2740933
## KS-IN -27.414963638 -5.026729e+01 -4.56263328 0.0017522
## KY-IN 15.424017324 -4.168898e+00 35.01693283 0.5061813
## LA-IN -14.546319453 -3.418428e+01 5.09164446 0.6702882
## MA-IN 17.910099626 -1.705261e+00 37.52545996 0.1550917
## MD-IN 18.937884409 -2.013015e+00 39.88878349 0.1723097
## ME-IN -16.865778594 -4.720876e+01 13.47719785 0.9927679
## MI-IN 23.960045581 6.248930e+00 41.67116073 0.0000757
## MN-IN -29.919500928 -5.314952e+01 -6.68947787 0.0003022
## MO-IN 0.610549410 -1.833876e+01 19.55986333 1.0000000
## MS-IN -10.991582633 -3.207689e+01 10.09372234 0.9980560
## MT-IN -35.634609763 -7.257764e+01 1.30842345 0.0815116
## NC-IN 11.835087206 -6.291530e+00 29.96170414 0.9072763
## ND-IN -16.800753964 -6.133408e+01 27.73257611 0.9999997
## NE-IN -20.686237148 -4.929804e+01 7.92556651 0.7291286
## NH-IN -10.404202240 -4.320949e+01 22.40108905 1.0000000
## NJ-IN 41.922772571 2.306252e+01 60.78302515 0.0000000
## NM-IN -35.416906414 -6.476591e+01 -6.06790032 0.0015302
## NV-IN -13.521527723 -4.199458e+01 14.95152689 0.9997843
## NY-IN 9.850444166 -6.221970e+00 25.92285784 0.9613480
## OH-IN 1.963672858 -1.468508e+01 18.61242459 1.0000000
## OK-IN -17.808504676 -3.806873e+01 2.45172206 0.2262620
## OR-IN -33.670805049 -5.928849e+01 -8.05312214 0.0001736
## PA-IN -3.704834951 -2.000468e+01 12.59500512 1.0000000
## RI-IN -1.930064309 -4.045734e+01 36.59720908 1.0000000
## SC-IN -6.030810577 -2.678863e+01 14.72700570 1.0000000
## SD-IN -27.253235040 -6.536193e+01 10.85546333 0.7538362
## TN-IN 1.901696698 -1.639010e+01 20.19349798 1.0000000
## TX-IN -10.961634275 -2.609459e+01 4.17132123 0.7247602
## UT-IN -38.236668082 -7.232121e+01 -4.15212558 0.0072256
## VA-IN 4.147694889 -1.442924e+01 22.72462877 1.0000000
## VT-IN -8.084826213 -5.979835e+01 43.62869456 1.0000000
## WA-IN -15.361882490 -3.658644e+01 5.86267186 0.7266167
## WI-IN -26.421730975 -4.612848e+01 -6.71498626 0.0000985
## WV-IN 9.663972389 -1.586634e+01 35.19428357 0.9999997
## WY-IN -33.614846917 -8.317744e+01 15.94774698 0.8549179
## KY-KS 42.838980962 1.901047e+01 66.66748846 0.0000000
## LA-KS 12.868644185 -1.099692e+01 36.73420636 0.9960349
## MA-KS 45.325063263 2.147810e+01 69.17202937 0.0000000
## MD-KS 46.352848047 2.139577e+01 71.30992327 0.0000000
## ME-KS 10.549185043 -2.268651e+01 43.78488348 1.0000000
## MI-KS 51.375009219 2.906808e+01 73.68193709 0.0000000
## MN-KS -2.504537291 -2.940341e+01 24.39433634 1.0000000
## MO-KS 28.025513047 4.723326e+00 51.32770027 0.0016535
## MS-KS 16.423381004 -8.646631e+00 41.49339332 0.9033265
## MT-KS -8.219646126 -4.757321e+01 31.13391958 1.0000000
## NC-KS 39.250050844 1.661182e+01 61.88828560 0.0000000
## ND-KS 10.614209674 -3.593827e+01 57.16668457 1.0000000
## NE-KS 6.728726489 -2.493436e+01 38.39180815 1.0000000
## NH-KS 17.010761398 -1.848716e+01 52.50868483 0.9997291
## NJ-KS 69.337736208 4.610792e+01 92.56755667 0.0000000
## NM-KS -8.001942776 -4.033273e+01 24.32884116 1.0000000
## NV-KS 13.893435914 -1.764432e+01 45.43119535 0.9999710
## NY-KS 37.265407803 1.623595e+01 58.29486126 0.0000000
## OH-KS 29.378636495 7.905482e+00 50.85179103 0.0000539
## OK-KS 9.606458962 -1.477370e+01 33.98661931 0.9999990
## OR-KS -6.255841412 -3.524172e+01 22.73003634 1.0000000
## PA-KS 23.710128687 2.506350e+00 44.91390707 0.0076923
## RI-KS 25.484899329 -1.535952e+01 66.32931420 0.9496545
## SC-KS 21.384153060 -3.411056e+00 46.17936163 0.2678679
## SD-KS 0.161728597 -4.028810e+01 40.61155336 1.0000000
## TN-KS 29.316660335 6.545946e+00 52.08737455 0.0003053
## TX-KS 16.453329363 -3.867147e+00 36.77380608 0.4283377
## UT-KS -10.821704445 -4.750510e+01 25.86169056 1.0000000
## VA-KS 31.562658526 8.562269e+00 54.56304774 0.0000492
## VT-KS 19.330137424 -3.413203e+01 72.79230781 0.9999999
## WA-KS 12.053081147 -1.313416e+01 37.24032273 0.9997383
## WI-KS 0.993232662 -2.292896e+01 24.91542359 1.0000000
## WV-KS 37.078936026 8.170248e+00 65.98762365 0.0003376
## WY-KS -6.199883280 -5.758438e+01 45.18460996 1.0000000
## LA-KY -29.970336777 -5.073614e+01 -9.20453813 0.0000097
## MA-KY 2.486082302 -1.825834e+01 23.23050632 1.0000000
## MD-KY 3.513867085 -1.849770e+01 25.52543084 1.0000000
## ME-KY -32.289795918 -6.337460e+01 -1.20499278 0.0281392
## MI-KY 8.536028257 -1.041793e+01 27.48998211 0.9999466
## MN-KY -45.343518252 -6.953448e+01 -21.15255428 0.0000000
## MO-KY -14.813467914 -3.492926e+01 5.30232849 0.6849432
## MS-KY -26.415599957 -4.855513e+01 -4.27606851 0.0019825
## MT-KY -51.058627087 -8.861334e+01 -13.50391407 0.0000652
## NC-KY -3.588930118 -2.293171e+01 15.75384652 1.0000000
## ND-KY -32.224771288 -7.726682e+01 12.81727856 0.7529323
## NE-KY -36.110254472 -6.550760e+01 -6.71290637 0.0010066
## NH-KY -25.828219564 -5.932084e+01 7.66440505 0.5632984
## NJ-KY 26.498755247 6.466833e+00 46.53067712 0.0001450
## NM-KY -50.840923738 -8.095625e+01 -20.72559665 0.0000000
## NV-KY -28.945545047 -5.820787e+01 0.31677895 0.0582777
## NY-KY -5.573573158 -2.300605e+01 11.85890366 1.0000000
## OH-KY -13.460344466 -3.142558e+01 4.50489144 0.6408582
## OK-KY -33.232522000 -5.458775e+01 -11.87729889 0.0000006
## OR-KY -49.094822373 -7.558698e+01 -22.60266420 0.0000000
## PA-KY -19.128852275 -3.677123e+01 -1.48647281 0.0136412
## RI-KY -17.354081633 -5.646827e+01 21.76010456 0.9999646
## SC-KY -21.454827901 -4.328269e+01 0.37303740 0.0635836
## SD-KY -42.677252364 -8.137921e+01 -3.97529300 0.0100233
## TN-KY -13.522320626 -3.301998e+01 5.97533977 0.8163283
## TX-KY -26.385651599 -4.295596e+01 -9.81534354 0.0000002
## UT-KY -53.660685406 -8.840727e+01 -18.91410566 0.0000008
## VA-KY -11.276322435 -3.104173e+01 8.48908268 0.9882477
## VT-KY -23.508843537 -7.566109e+01 28.64340471 0.9999453
## WA-KY -30.785899814 -5.305809e+01 -8.51370921 0.0000394
## WI-KY -41.845748299 -6.267660e+01 -21.01489249 0.0000000
## WV-KY -5.760044935 -3.216772e+01 20.64763493 1.0000000
## WY-KY -49.038864241 -9.905905e+01 0.98132649 0.0658388
## MA-LA 32.456419078 1.166944e+01 53.24339616 0.0000005
## MD-LA 33.484203862 1.143253e+01 55.53587562 0.0000016
## ME-LA -2.319459142 -3.343268e+01 28.79375790 1.0000000
## MI-LA 38.506365034 1.950585e+01 57.50688227 0.0000000
## MN-LA -15.373181476 -3.960065e+01 8.85428283 0.9362362
## MO-LA 15.156868862 -5.002808e+00 35.31654528 0.6317794
## MS-LA 3.554736819 -1.862467e+01 25.73414486 1.0000000
## MT-LA -21.088290311 -5.866653e+01 16.48994485 0.9913275
## NC-LA 26.381406659 6.993000e+00 45.76981290 0.0000637
## ND-LA -2.254434511 -4.731610e+01 42.80722927 1.0000000
## NE-LA -6.139917695 -3.556731e+01 23.28747369 1.0000000
## NH-LA 4.142117213 -2.937688e+01 37.66111469 1.0000000
## NJ-LA 56.469092023 3.639311e+01 76.54507724 0.0000000
## NM-LA -20.870586961 -5.101524e+01 9.27406785 0.8195010
## NV-LA 1.024791729 -2.826771e+01 30.31729749 1.0000000
## NY-LA 24.396763619 6.913671e+00 41.87985649 0.0000292
## OH-LA 16.509992310 -1.504363e+00 34.52434741 0.1489889
## OK-LA -3.262185223 -2.465875e+01 18.13437624 1.0000000
## OR-LA -19.124485597 -4.564998e+01 7.40100654 0.7355475
## PA-LA 10.841484502 -6.850911e+00 28.53387952 0.9614457
## RI-LA 12.616255144 -2.652052e+01 51.75302621 1.0000000
## SC-LA 8.515508875 -1.335280e+01 30.38381910 0.9999993
## SD-LA -12.706915588 -5.143170e+01 26.01786907 1.0000000
## TN-LA 16.448016150 -3.094912e+00 35.99094453 0.3264419
## TX-LA 3.584685178 -1.303886e+01 20.20823467 1.0000000
## UT-LA -23.690348630 -5.846235e+01 11.08165294 0.8475722
## VA-LA 18.694014341 -1.116047e+00 38.50407562 0.1069113
## VT-LA 6.461493239 -4.570770e+01 58.63068229 1.0000000
## WA-LA -0.815563038 -2.312739e+01 21.49626707 1.0000000
## WI-LA -11.875411523 -3.274864e+01 8.99782115 0.9888241
## WV-LA 24.210291841 -2.230828e+00 50.65141217 0.1505044
## WY-LA -19.068527465 -6.910638e+01 30.96932590 0.9999996
## MD-MA 1.027784784 -2.100376e+01 23.05932948 1.0000000
## ME-MA -34.775878220 -6.587483e+01 -3.67692311 0.0076883
## MI-MA 6.049945956 -1.292721e+01 25.02710036 1.0000000
## MN-MA -47.829600554 -7.203875e+01 -23.62045433 0.0000000
## MO-MA -17.299550216 -3.743721e+01 2.83810823 0.2768828
## MS-MA -28.901682259 -5.106108e+01 -6.74228526 0.0002150
## MT-MA -53.544709389 -9.111114e+01 -15.97828166 0.0000147
## NC-MA -6.075012419 -2.544052e+01 13.29049896 1.0000000
## ND-MA -34.710853590 -7.976267e+01 10.34096410 0.5657812
## NE-MA -38.596336774 -6.800865e+01 -9.18402476 0.0001816
## NH-MA -28.314301865 -6.182006e+01 5.19145773 0.3163399
## NJ-MA 24.012672945 3.958798e+00 44.06654830 0.0018287
## NM-MA -53.327006040 -8.345694e+01 -23.19707162 0.0000000
## NV-MA -31.431627349 -6.070898e+01 -2.15427043 0.0162418
## NY-MA -8.059655460 -2.551735e+01 9.39804401 0.9998961
## OH-MA -15.946426768 -3.393614e+01 2.04328484 0.2090882
## OK-MA -35.718604301 -5.709442e+01 -14.34278673 0.0000000
## OR-MA -51.580904675 -7.808967e+01 -25.07214259 0.0000000
## PA-MA -21.614934577 -3.928224e+01 -3.94763213 0.0011080
## RI-MA -19.840163934 -5.896560e+01 19.28527004 0.9989502
## SC-MA -23.940910203 -4.578892e+01 -2.09289596 0.0112618
## SD-MA -45.163334666 -8.387666e+01 -6.45000775 0.0032486
## TN-MA -16.008402928 -3.552862e+01 3.51181182 0.3937877
## TX-MA -28.871733900 -4.546857e+01 -12.27489288 0.0000000
## UT-MA -56.146767708 -9.090601e+01 -21.38752682 0.0000001
## VA-MA -13.762404737 -3.355006e+01 6.02524955 0.8110046
## VT-MA -25.994925839 -7.815561e+01 26.16575878 0.9992982
## WA-MA -33.271982116 -5.556392e+01 -10.98004418 0.0000030
## WI-MA -44.331830601 -6.518380e+01 -23.47986243 0.0000000
## WV-MA -8.246127237 -3.467046e+01 18.17820962 1.0000000
## WY-MA -51.524946543 -1.015539e+02 -1.49595991 0.0322051
## ME-MD -35.803663004 -6.776180e+01 -3.84552132 0.0074145
## MI-MD 5.022161172 -1.533245e+01 25.37677246 1.0000000
## MN-MD -48.857385338 -7.416076e+01 -23.55401457 0.0000000
## MO-MD -18.327335000 -3.976802e+01 3.11335293 0.2885890
## MS-MD -29.929467043 -5.327934e+01 -6.57959153 0.0003435
## MT-MD -54.572494172 -9.285322e+01 -16.29176399 0.0000146
## NC-MD -7.102797203 -2.781996e+01 13.61436578 1.0000000
## ND-MD -35.738638373 -8.138778e+01 9.91050278 0.5215034
## NE-MD -39.624121557 -6.994345e+01 -9.30478929 0.0002034
## NH-MD -29.342086649 -6.364681e+01 4.96263223 0.2870809
## NJ-MD 22.984888161 1.622872e+00 44.34690417 0.0156236
## NM-MD -54.354790823 -8.537077e+01 -23.33881495 0.0000000
## NV-MD -32.459412133 -6.264784e+01 -2.27097992 0.0158136
## NY-MD -9.087440243 -2.803339e+01 9.85851135 0.9997227
## OH-MD -16.974211552 -3.641148e+01 2.46306025 0.2400837
## OK-MD -36.746389085 -5.935398e+01 -14.13879328 0.0000001
## OR-MD -52.608689459 -8.012036e+01 -25.09701415 0.0000000
## PA-MD -22.642719360 -4.178198e+01 -3.50345639 0.0023963
## RI-MD -20.867948718 -6.067972e+01 18.94382586 0.9978102
## SC-MD -24.968694987 -4.802327e+01 -1.91411762 0.0139203
## SD-MD -46.191119450 -8.559797e+01 -6.78427369 0.0029333
## TN-MD -17.036187712 -3.789803e+01 3.82565773 0.4051978
## TX-MD -29.899518684 -4.805532e+01 -11.74372228 0.0000001
## UT-MD -57.174552492 -9.270458e+01 -21.64452803 0.0000002
## VA-MD -14.790189521 -3.590249e+01 6.32210721 0.7970126
## VT-MD -27.022710623 -7.970017e+01 25.65474975 0.9986365
## WA-MD -34.299766900 -5.777546e+01 -10.82407079 0.0000064
## WI-MD -45.359615385 -6.747256e+01 -23.24666922 0.0000000
## WV-MD -9.273912021 -3.670425e+01 18.15642501 1.0000000
## WY-MD -52.552731327 -1.031203e+02 -1.98517933 0.0279269
## MI-ME 40.825824176 1.089146e+01 70.76018984 0.0000594
## MN-ME -13.053722334 -4.655024e+01 20.44279419 0.9999993
## MO-ME 17.476328004 -1.320688e+01 48.15953426 0.9885921
## MS-ME 5.874195961 -2.617222e+01 37.92061126 1.0000000
## MT-ME -18.768831169 -6.289558e+01 25.35792206 0.9999894
## NC-ME 28.700865801 -1.481197e+00 58.88292818 0.0974514
## ND-ME 0.065024631 -5.058673e+01 50.71677816 1.0000000
## NE-ME -3.820458554 -4.125063e+01 33.60971586 1.0000000
## NH-ME 6.461576355 -3.426397e+01 47.18711852 1.0000000
## NJ-ME 58.788551165 2.816027e+01 89.41683507 0.0000000
## NM-ME -18.551127820 -5.654780e+01 19.44554054 0.9995707
## NV-ME 3.344250871 -3.397997e+01 40.66847205 1.0000000
## NY-ME 26.716222760 -2.278693e+00 55.71113833 0.1405476
## OH-ME 18.829451452 -1.048886e+01 48.14776624 0.9249930
## OK-ME -0.942726081 -3.245240e+01 30.56694601 1.0000000
## OR-ME -16.805026455 -5.199946e+01 18.38940955 0.9997523
## PA-ME 13.160943644 -1.596065e+01 42.28254103 0.9999413
## RI-ME 14.935714286 -3.052563e+01 60.39705437 1.0000000
## SC-ME 10.834968017 -2.099693e+01 42.66686373 1.0000000
## SD-ME -10.387456446 -5.549461e+01 34.71969975 1.0000000
## TN-ME 18.767475292 -1.151408e+01 49.04903143 0.9543448
## TX-ME 5.904144320 -2.258075e+01 34.38903488 1.0000000
## UT-ME -21.370889488 -6.313378e+01 20.39199697 0.9987100
## VA-ME 21.013473483 -9.441167e+00 51.46811386 0.8257063
## VT-ME 8.780952381 -4.828630e+01 65.84820112 1.0000000
## WA-ME 1.503896104 -3.063431e+01 33.64210320 1.0000000
## WI-ME -9.555952381 -4.071263e+01 21.60072323 1.0000000
## WV-ME 26.529750983 -8.601139e+00 61.66064105 0.6200855
## WY-ME -16.749068323 -7.187468e+01 38.37654607 1.0000000
## MN-MI -53.879546510 -7.657325e+01 -31.18584695 0.0000000
## MO-MI -23.349496172 -4.163738e+01 -5.06161695 0.0003808
## MS-MI -34.951628215 -5.544456e+01 -14.45869981 0.0000000
## MT-MI -59.594655345 -9.620282e+01 -22.98649053 0.0000001
## NC-MI -12.124958375 -2.955896e+01 5.30903915 0.8110776
## ND-MI -40.760799545 -8.501673e+01 3.49513244 0.1411964
## NE-MI -44.646282730 -7.282438e+01 -16.46818242 0.0000003
## NH-MI -34.364247821 -6.679197e+01 -1.93652565 0.0202886
## NJ-MI 17.962726989 -2.328537e-01 36.15830766 0.0599055
## NM-MI -59.376951995 -8.830331e+01 -30.45059400 0.0000000
## NV-MI -37.481573305 -6.551878e+01 -9.44436825 0.0001072
## NY-MI -14.109601416 -2.939661e+01 1.17740318 0.1379337
## OH-MI -21.996372724 -3.788822e+01 -6.10452064 0.0000378
## OK-MI -41.768550257 -6.141153e+01 -22.12556638 0.0000000
## OR-MI -57.630850631 -8.276321e+01 -32.49848691 0.0000000
## PA-MI -27.664880532 -4.319082e+01 -12.13894047 0.0000000
## RI-MI -25.890109890 -6.409640e+01 12.31618308 0.8563038
## SC-MI -29.990856159 -5.014667e+01 -9.83503900 0.0000033
## SD-MI -51.213280622 -8.899744e+01 -13.42911833 0.0000715
## TN-MI -22.058348884 -3.966403e+01 -4.45266734 0.0006183
## TX-MI -34.921679856 -4.921771e+01 -20.62565345 0.0000000
## UT-MI -62.196713664 -9.591801e+01 -28.47541378 0.0000000
## VA-MI -19.812350693 -3.771410e+01 -1.91060494 0.0093640
## VT-MI -32.044871795 -8.351970e+01 19.42995952 0.9512793
## WA-MI -39.321928072 -5.995810e+01 -18.68575266 0.0000000
## WI-MI -50.381776557 -6.945337e+01 -31.31017947 0.0000000
## WV-MI -14.296073193 -3.933937e+01 10.74722566 0.9881180
## WY-MI -57.574892499 -1.068884e+02 -8.26139797 0.0031943
## MO-MN 30.530050338 6.857347e+00 54.20275399 0.0002917
## MS-MN 18.927918295 -6.486851e+00 44.34268734 0.6564198
## MT-MN -5.715108835 -4.528919e+01 33.85897489 1.0000000
## NC-MN 41.754588135 1.873515e+01 64.77402864 0.0000000
## ND-MN 13.118746965 -3.362029e+01 59.85778725 1.0000000
## NE-MN 9.233263780 -2.270348e+01 41.17000921 1.0000000
## NH-MN 19.515298689 -1.622694e+01 55.25753612 0.9948979
## NJ-MN 71.842273499 4.824080e+01 95.44374649 0.0000000
## NM-MN -5.497405486 -3.809625e+01 27.10143742 1.0000000
## NV-MN 16.397973205 -1.541453e+01 48.21047450 0.9984822
## NY-MN 39.769945094 1.833066e+01 61.20922869 0.0000000
## OH-MN 31.883173786 1.000850e+01 53.75784713 0.0000069
## OK-MN 12.110996253 -1.262354e+01 36.84553056 0.9995396
## OR-MN -3.751304121 -3.303587e+01 25.53326652 1.0000000
## PA-MN 26.214665978 4.604363e+00 47.82496876 0.0013552
## RI-MN 27.989436620 -1.306749e+01 69.04636288 0.8465592
## SC-MN 23.888690351 -1.255043e+00 49.03242390 0.0985087
## SD-MN 2.666265888 -3.799813e+01 43.33066422 1.0000000
## TN-MN 31.821197626 8.671459e+00 54.97093616 0.0000468
## TX-MN 18.957866654 -1.786452e+00 39.70218497 0.1536188
## UT-MN -8.317167154 -4.523703e+01 28.60269792 1.0000000
## VA-MN 34.067195817 1.069151e+01 57.44288559 0.0000069
## VT-MN 21.834674715 -3.179003e+01 75.45937640 0.9999971
## WA-MN 14.557618438 -1.097280e+01 40.08803377 0.9883595
## WI-MN 3.497769953 -2.078548e+01 27.78101906 1.0000000
## WV-MN 39.583473317 1.037530e+01 68.79164321 0.0000718
## WY-MN -3.695345989 -5.524892e+01 47.85822919 1.0000000
## MS-MO -11.602132043 -3.317417e+01 9.96991034 0.9962377
## MT-MO -36.245159173 -7.346814e+01 0.97782606 0.0720957
## NC-MO 11.224537797 -7.466026e+00 29.91510141 0.9718262
## ND-MO -17.411303374 -6.217714e+01 27.35453644 0.9999993
## NE-MO -21.296786558 -5.026916e+01 7.67558365 0.6894465
## NH-MO -11.014751649 -4.413499e+01 22.10548481 1.0000000
## NJ-MO 41.312223161 2.190934e+01 60.71511094 0.0000000
## NM-MO -36.027455824 -6.572808e+01 -6.32683150 0.0013564
## NV-MO -14.132077133 -4.296743e+01 14.70327904 0.9995291
## NY-MO 9.239894756 -7.465955e+00 25.94574427 0.9934260
## OH-MO 1.353123448 -1.590793e+01 18.61417385 1.0000000
## OK-MO -18.419054085 -3.918537e+01 2.34725791 0.2078569
## OR-MO -34.281354459 -6.030113e+01 -8.26158112 0.0001624
## PA-MO -4.315384361 -2.124015e+01 12.60938190 1.0000000
## RI-MO -2.540613718 -4.133641e+01 36.25518143 1.0000000
## SC-MO -6.641359987 -2.789342e+01 14.61069552 1.0000000
## SD-MO -27.863784450 -6.624393e+01 10.51636431 0.7194539
## TN-MO 1.291147288 -1.755966e+01 20.14195420 1.0000000
## TX-MO -11.572183684 -2.737627e+01 4.23190658 0.6989598
## UT-MO -38.847217492 -7.323499e+01 -4.45944402 0.0062998
## VA-MO 3.537145479 -1.559046e+01 22.66475378 1.0000000
## VT-MO -8.695375623 -6.060926e+01 43.21850651 1.0000000
## WA-MO -15.972431900 -3.768060e+01 5.73573785 0.6870668
## WI-MO -27.032280385 -4.725896e+01 -6.80559717 0.0001081
## WV-MO 9.053422979 -1.688033e+01 34.98717928 1.0000000
## WY-MO -34.225396327 -8.399701e+01 15.54621848 0.8317649
## MT-MS -24.643027130 -6.299748e+01 13.71142786 0.9245826
## NC-MS 22.826669840 1.973594e+00 43.67974529 0.0114808
## ND-MS -5.809171331 -5.152015e+01 39.90181205 1.0000000
## NE-MS -9.694654515 -4.010702e+01 20.71770848 1.0000000
## NH-MS 0.587380394 -3.379959e+01 34.97434960 1.0000000
## NJ-MS 52.914355204 3.142050e+01 74.40820646 0.0000000
## NM-MS -24.425323781 -5.553225e+01 6.68159946 0.5133234
## NV-MS -2.529945090 -3.281181e+01 27.75192000 1.0000000
## NY-MS 20.842026799 1.747551e+00 39.93650233 0.0120946
## OH-MS 12.955255491 -6.626814e+00 32.53732507 0.8909792
## OK-MS -6.816922042 -2.954913e+01 15.91528643 1.0000000
## OR-MS -22.679222416 -5.029339e+01 4.93494410 0.3898925
## PA-MS 7.286747682 -1.199955e+01 26.57304595 0.9999997
## RI-MS 9.061518325 -3.082115e+01 48.94418761 1.0000000
## SC-MS 4.960772056 -1.821601e+01 28.13755896 1.0000000
## SD-MS -16.261652407 -5.574012e+01 23.21681522 0.9999959
## TN-MS 12.893279331 -8.103542e+00 33.89010073 0.9602097
## TX-MS 0.029948359 -1.828078e+01 18.34067901 1.0000000
## UT-MS -27.245085449 -6.285453e+01 8.36435926 0.5848664
## VA-MS 15.139277522 -6.106404e+00 36.38495913 0.7616901
## VT-MS 2.906756420 -4.982430e+01 55.63781696 1.0000000
## WA-MS -4.370299857 -2.796602e+01 19.22542480 1.0000000
## WI-MS -15.430148342 -3.767048e+01 6.81018218 0.8156413
## WV-MS 20.655555022 -6.877576e+00 48.18868604 0.6374956
## WY-MS -22.623264284 -7.324665e+01 28.00012190 0.9999568
## NC-MT 47.469696970 1.065872e+01 84.28067865 0.0002924
## ND-MT 18.833855799 -3.602680e+01 73.69451218 1.0000000
## NE-MT 14.948372615 -2.800636e+01 57.90310972 1.0000000
## NH-MT 25.230407524 -2.062438e+01 71.08519209 0.9940595
## NJ-MT 77.557382334 4.037966e+01 114.73510764 0.0000000
## NM-MT 0.217703349 -4.323156e+01 43.66696445 1.0000000
## NV-MT 22.113082040 -2.074936e+01 64.97552446 0.9984524
## NY-MT 45.485053929 9.640994e+00 81.32911358 0.0004467
## OH-MT 37.598282621 1.492119e+00 73.70444644 0.0270526
## OK-MT 17.826105088 -2.008103e+01 55.73324055 0.9998320
## OR-MT 1.963804714 -3.905741e+01 42.98501641 1.0000000
## PA-MT 31.929774812 -4.016837e+00 67.87638686 0.2049880
## RI-MT 33.704545455 -1.640359e+01 83.81267779 0.8677393
## SC-MT 29.603799186 -8.571600e+00 67.77919791 0.5479427
## SD-MT 8.381374723 -4.140564e+01 58.16839133 1.0000000
## TN-MT 37.536306461 6.437039e-01 74.42890905 0.0387942
## TX-MT 24.672975489 -1.075978e+01 60.10573538 0.8087433
## UT-MT -2.602058319 -4.938058e+01 44.17646420 1.0000000
## VA-MT 39.782304652 2.747502e+00 76.81710725 0.0160830
## VT-MT 27.549783550 -3.328411e+01 88.38367511 0.9999379
## WA-MT 20.272727273 -1.815846e+01 58.70391043 0.9974908
## WI-MT 9.212878788 -2.840135e+01 46.82710374 1.0000000
## WV-MT 45.298582152 4.331877e+00 86.26528717 0.0095222
## WY-MT 2.019762846 -5.699655e+01 61.03607284 1.0000000
## ND-NC -28.635841170 -7.305969e+01 15.78800555 0.9212872
## NE-NC -32.521324355 -6.096242e+01 -4.08022771 0.0049374
## NH-NC -22.239289446 -5.489580e+01 10.41722302 0.8482957
## NJ-NC 30.087685364 1.148742e+01 48.68794873 0.0000001
## NM-NC -47.251993620 -7.643461e+01 -18.06938187 0.0000001
## NV-NC -25.356614930 -5.365813e+01 2.94489578 0.1884318
## NY-NC -1.984643041 -1.775116e+01 13.78187690 1.0000000
## OH-NC -9.871414349 -2.622506e+01 6.48222757 0.9694466
## OK-NC -29.643591882 -4.966202e+01 -9.62516394 0.0000040
## OR-NC -45.505892256 -7.093277e+01 -20.07900987 0.0000000
## PA-NC -15.539922157 -3.153822e+01 0.45837326 0.0744550
## RI-NC -13.765151515 -5.216582e+01 24.63551859 1.0000000
## SC-NC -17.865897784 -3.838778e+01 2.65598338 0.2468229
## SD-NC -39.088322247 -7.706902e+01 -1.10762239 0.0325666
## TN-NC -9.933390509 -2.795700e+01 8.09022356 0.9938649
## TX-NC -22.796721481 -3.760439e+01 -7.98905413 0.0000009
## UT-NC -50.071755289 -8.401313e+01 -16.13038367 0.0000045
## VA-NC -7.687392318 -2.600032e+01 10.62553051 0.9999928
## VT-NC -19.919913420 -7.153918e+01 31.69935528 0.9999995
## WA-NC -27.196969697 -4.819083e+01 -6.20310447 0.0002585
## WI-NC -38.256818182 -5.771489e+01 -18.79874898 0.0000000
## WV-NC -2.171114818 -2.750997e+01 23.16773793 1.0000000
## WY-NC -45.449934124 -9.491418e+01 4.01430936 0.1449039
## NE-ND -3.885483184 -5.351954e+01 45.74856989 1.0000000
## NH-ND 6.396551724 -4.576753e+01 58.56062991 1.0000000
## NJ-ND 58.723526535 1.399531e+01 103.45173959 0.0001791
## NM-ND -18.616152450 -6.867879e+01 31.44648906 0.9999998
## NV-ND 3.279226241 -4.627497e+01 52.83342641 1.0000000
## NY-ND 26.651198130 -1.697478e+01 70.27718118 0.9632004
## OH-ND 18.764426821 -2.507716e+01 62.60601496 0.9999873
## OK-ND -1.007750712 -4.634406e+01 44.32855597 1.0000000
## OR-ND -16.870051086 -6.484056e+01 31.10045646 1.0000000
## PA-ND 13.095919013 -3.061436e+01 56.80620044 1.0000000
## RI-ND 14.870689655 -4.106905e+01 70.81043144 1.0000000
## SC-ND 10.769943387 -3.479090e+01 56.33079119 1.0000000
## SD-ND -10.452481077 -6.610477e+01 45.19980376 1.0000000
## TN-ND 18.702450661 -2.578905e+01 63.19395446 0.9999925
## TX-ND 5.839119689 -3.744957e+01 49.12780480 1.0000000
## UT-ND -21.435914118 -7.441383e+01 31.54200537 0.9999976
## VA-ND 20.948448852 -2.366104e+01 65.55793650 0.9998380
## VT-ND 8.715927750 -5.700463e+01 74.43648882 1.0000000
## WA-ND 1.438871473 -4.433651e+01 47.21425376 1.0000000
## WI-ND -9.620977011 -5.471266e+01 35.47070407 1.0000000
## WV-ND 26.464726352 -2.145918e+01 74.38863171 0.9936237
## WY-ND -16.814092954 -8.085591e+01 47.22772643 1.0000000
## NH-NE 10.282034908 -2.917058e+01 49.73465046 1.0000000
## NJ-NE 62.609009719 3.369481e+01 91.52320804 0.0000000
## NM-NE -14.730669266 -5.135970e+01 21.89836151 0.9999980
## NV-NE 7.164709425 -2.876629e+01 43.09570685 1.0000000
## NY-NE 30.536681314 3.358671e+00 57.71469114 0.0070078
## OH-NE 22.649910006 -4.872856e+00 50.17267643 0.3845058
## OK-NE 2.877732473 -2.696852e+01 32.72398055 1.0000000
## OR-NE -12.984567901 -4.669788e+01 20.72874423 0.9999995
## PA-NE 16.981402197 -1.033172e+01 44.29452219 0.9521847
## RI-NE 18.756172840 -2.556845e+01 63.08079953 0.9999909
## SC-NE 14.655426571 -1.553081e+01 44.84165975 0.9996256
## SD-NE -6.566997892 -5.052828e+01 37.39428768 1.0000000
## TN-NE 22.587933846 -5.958725e+00 51.13459270 0.4919446
## TX-NE 9.724602874 -1.690861e+01 36.35781672 0.9999999
## UT-NE -17.550430934 -5.807299e+01 22.97212790 0.9999821
## VA-NE 24.833932037 -3.896265e+00 53.56412886 0.2627216
## VT-NE 12.601410935 -4.356450e+01 68.76732558 1.0000000
## WA-NE 5.324354658 -2.518472e+01 35.83342617 1.0000000
## WI-NE -5.735493827 -3.520883e+01 23.73784199 1.0000000
## WV-NE 30.350209537 -3.296760e+00 63.99717858 0.1760537
## WY-NE -12.928609769 -6.712061e+01 41.26338642 1.0000000
## NJ-NH 52.326974810 1.925761e+01 85.39633665 0.0000003
## NM-NH -25.012704174 -6.500317e+01 14.97776624 0.9478714
## NV-NH -3.117325484 -4.246943e+01 36.23478251 1.0000000
## NY-NH 20.254646406 -1.130793e+01 51.81721991 0.9257798
## OH-NH 12.367875097 -1.949204e+01 44.22779505 0.9999994
## OK-NH -7.404302436 -4.129162e+01 26.48301602 1.0000000
## OR-NH -23.266602810 -6.060478e+01 14.07157126 0.9505990
## PA-NH 6.699367289 -2.497962e+01 38.37835641 1.0000000
## RI-NH 8.474137931 -3.866634e+01 55.61461268 1.0000000
## SC-NH 4.373391662 -2.981375e+01 38.56053108 1.0000000
## SD-NH -16.849032801 -6.364803e+01 29.94996780 0.9999999
## TN-NH 12.305898937 -2.044259e+01 45.05438836 0.9999998
## TX-NH -0.557432035 -3.165212e+01 30.53726056 1.0000000
## UT-NH -27.832465843 -7.141721e+01 15.75227464 0.9304904
## VA-NH 14.551897128 -1.835670e+01 47.46049840 0.9999678
## VT-NH 2.319376026 -5.609434e+01 60.73308842 1.0000000
## WA-NH -4.957680251 -3.943021e+01 29.51484899 1.0000000
## WI-NH -16.017528736 -4.957687e+01 17.54181203 0.9997550
## WV-NH 20.068174628 -1.721011e+01 57.34645723 0.9961650
## WY-NH -23.210644678 -7.972900e+01 33.30770879 0.9999963
## NM-NJ -77.339678985 -1.069836e+02 -47.69579741 0.0000000
## NV-NJ -55.444300294 -8.422121e+01 -26.66739298 0.0000000
## NY-NJ -32.072328405 -4.867709e+01 -15.46756893 0.0000000
## OH-NJ -39.959099713 -5.712233e+01 -22.79586895 0.0000000
## OK-NJ -59.731277246 -8.041635e+01 -39.04620187 0.0000000
## OR-NJ -75.593577620 -1.015486e+02 -49.63859286 0.0000000
## PA-NJ -45.627607522 -6.245260e+01 -28.80261592 0.0000000
## RI-NJ -43.852836879 -8.260521e+01 -5.10046469 0.0060894
## SC-NJ -47.953583148 -6.912627e+01 -26.78090045 0.0000000
## SD-NJ -69.176007611 -1.075123e+02 -30.83975261 0.0000000
## TN-NJ -40.021075873 -5.878235e+01 -21.25979792 0.0000000
## TX-NJ -52.884406845 -6.858160e+01 -37.18721288 0.0000000
## UT-NJ -80.159440653 -1.144982e+02 -45.82066383 0.0000000
## VA-NJ -37.775077682 -5.681446e+01 -18.73569669 0.0000000
## VT-NJ -50.007598784 -1.018890e+02 1.87384093 0.0822729
## WA-NJ -57.284655061 -7.891513e+01 -35.65418435 0.0000000
## WI-NJ -68.344503546 -8.848777e+01 -48.20123313 0.0000000
## WV-NJ -32.258800182 -5.812755e+01 -6.39004790 0.0006958
## WY-NJ -75.537619488 -1.252754e+02 -25.79984441 0.0000016
## NV-NM 21.895378691 -1.462537e+01 58.41613205 0.9725777
## NY-NM 45.267350580 1.731430e+01 73.22040173 0.0000001
## OH-NM 37.380579272 9.092216e+00 65.66894298 0.0001494
## OK-NM 17.608401738 -1.294528e+01 48.16208195 0.9859150
## OR-NM 1.746101365 -3.259507e+01 36.08727585 1.0000000
## PA-NM 31.712071463 3.627639e+00 59.79650440 0.0063566
## RI-NM 33.486842105 -1.131719e+01 78.29087520 0.6472530
## SC-NM 29.386095837 -1.499783e+00 60.27197488 0.0968054
## SD-NM 8.163671374 -3.628094e+01 52.60828274 1.0000000
## TN-NM 37.318603112 8.033102e+00 66.60410433 0.0004006
## TX-NM 24.455272139 -2.968384e+00 51.87892853 0.1973238
## UT-NM -2.819761668 -4.386616e+01 38.22663434 1.0000000
## VA-NM 39.564601303 1.010016e+01 69.02903851 0.0000942
## VT-NM 27.332080200 -2.921294e+01 83.87709606 0.9996640
## WA-NM 20.055023923 -1.114646e+01 51.25650297 0.9241930
## WI-NM 8.995175439 -2.119433e+01 39.18468313 1.0000000
## WV-NM 45.080878803 1.080483e+01 79.35692549 0.0001705
## WY-NM 1.802059497 -5.278275e+01 56.38686783 1.0000000
## NY-NV 23.371971889 -3.659931e+00 50.40387431 0.2621391
## OH-NV 15.485200581 -1.189330e+01 42.86369947 0.9899656
## OK-NV -4.286976952 -3.400024e+01 25.42628700 1.0000000
## OR-NV -20.149277326 -5.374492e+01 13.44636146 0.9724113
## PA-NV 9.816692772 -1.735105e+01 36.98443198 0.9999999
## RI-NV 11.591463415 -3.264373e+01 55.82665372 1.0000000
## SC-NV 7.490717146 -2.256404e+01 37.54547058 1.0000000
## SD-NV -13.731707317 -5.760282e+01 30.13940116 1.0000000
## TN-NV 15.423224421 -1.298437e+01 43.83081604 0.9954432
## TX-NV 2.559893449 -2.392421e+01 29.04399452 1.0000000
## UT-NV -24.715140359 -6.513985e+01 15.70957120 0.9627523
## VA-NV 17.669222612 -1.092280e+01 46.26124492 0.9562476
## VT-NV 5.436701510 -5.065866e+01 61.53206226 1.0000000
## WA-NV -1.840354767 -3.221934e+01 28.53863427 1.0000000
## WI-NV -12.900203252 -4.223886e+01 16.43845818 0.9999725
## WV-NV 23.185500112 -1.034356e+01 56.71456297 0.8217360
## WY-NV -20.093319194 -7.421219e+01 34.02554980 0.9999999
## OH-NY -7.886771308 -2.192920e+01 6.15565883 0.9911946
## OK-NY -27.658948842 -4.583821e+01 -9.47968326 0.0000015
## OR-NY -43.521249215 -6.752697e+01 -19.51552932 0.0000000
## PA-NY -13.555279117 -2.718223e+01 0.07166831 0.0538855
## RI-NY -11.780508475 -4.925530e+01 25.69427911 1.0000000
## SC-NY -15.881254743 -3.461347e+01 2.85095939 0.3083608
## SD-NY -37.103679206 -7.414800e+01 -0.05935708 0.0488653
## TN-NY -7.948747468 -2.390490e+01 8.00740821 0.9993048
## TX-NY -20.812078440 -3.301926e+01 -8.60489809 0.0000000
## UT-NY -48.087112248 -8.097731e+01 -15.19691694 0.0000062
## VA-NY -5.702749277 -2.198499e+01 10.57949204 1.0000000
## VT-NY -17.935270379 -6.886951e+01 32.99897292 1.0000000
## WA-NY -25.212326656 -4.446046e+01 -5.96419383 0.0001910
## WI-NY -36.272175141 -5.383249e+01 -18.71185917 0.0000000
## WV-NY -0.186471777 -2.409893e+01 23.72598729 1.0000000
## WY-NY -43.465291083 -9.221424e+01 5.28365376 0.1976332
## OK-OH -19.772177533 -3.846293e+01 -1.08142714 0.0208954
## OR-OH -35.634477907 -6.002983e+01 -11.23912916 0.0000064
## PA-OH -5.668507809 -1.997068e+01 8.63366508 0.9999988
## RI-OH -3.893737166 -4.161930e+01 33.83182654 1.0000000
## SC-OH -7.994483435 -2.722348e+01 11.23451289 0.9999946
## SD-OH -29.216907898 -6.651490e+01 8.08108474 0.5199458
## TN-OH -0.061976160 -1.659852e+01 16.47456995 1.0000000
## TX-OH -12.925307132 -2.588192e+01 0.03130142 0.0517537
## UT-OH -40.200340940 -7.337599e+01 -7.02469625 0.0013902
## VA-OH 2.184022031 -1.466738e+01 19.03542658 1.0000000
## VT-OH -10.048499071 -6.116753e+01 41.07053451 1.0000000
## WA-OH -17.325555348 -3.705749e+01 2.40637487 0.2285051
## WI-OH -28.385403833 -4.647471e+01 -10.29609345 0.0000004
## WV-OH 7.700299531 -1.660328e+01 32.00388264 1.0000000
## WY-OH -35.578519775 -8.452051e+01 13.36346707 0.7163357
## OR-OK -15.862300374 -4.285172e+01 11.12712151 0.9802350
## PA-OK 14.103669725 -4.276972e+00 32.48431178 0.5770234
## RI-OK 15.878440367 -2.357424e+01 55.33112102 0.9999980
## SC-OK 11.777694098 -1.065109e+01 34.20647366 0.9977232
## SD-OK -9.444730365 -4.848876e+01 29.59929745 1.0000000
## TN-OK 19.710201373 -4.579222e-01 39.87832499 0.0686831
## TX-OK 6.846870401 -1.050737e+01 24.20110788 0.9999989
## UT-OK -20.428163407 -5.555535e+01 14.69902341 0.9834990
## VA-OK 21.956199564 1.529117e+00 42.38328179 0.0159089
## VT-OK 9.723678462 -4.268292e+01 62.13027582 1.0000000
## WA-OK 2.446622185 -2.041481e+01 25.30805091 1.0000000
## WI-OK -8.613226300 -3.007293e+01 12.84648020 0.9999982
## WV-OK 27.472477064 5.659722e-01 54.37898194 0.0367848
## WY-OK -15.806342242 -6.609167e+01 34.47898295 1.0000000
## PA-OR 29.965970099 5.807392e+00 54.12454814 0.0007939
## RI-OR 31.740740741 -1.071280e+01 74.19427888 0.6463792
## SC-OR 27.639994472 2.750709e-01 55.00491806 0.0432437
## SD-OR 6.417570009 -3.565647e+01 48.49161187 1.0000000
## TN-OR 35.572501747 1.002760e+01 61.11740536 0.0000312
## TX-OR 22.709170775 -6.779720e-01 46.09631359 0.0747947
## UT-OR -4.565863033 -4.303284e+01 33.90111169 1.0000000
## VA-OR 37.818499938 1.206865e+01 63.56834613 0.0000053
## VT-OR 25.585978836 -2.911540e+01 80.28735302 0.9998538
## WA-OR 18.308922559 -9.411716e+00 46.02956133 0.8931558
## WI-OR 7.249074074 -1.932738e+01 33.82552782 1.0000000
## WV-OR 43.334777438 1.219399e+01 74.47556894 0.0000319
## WY-OR 0.055958132 -5.261664e+01 52.72855841 1.0000000
## RI-PA 1.774770642 -3.579812e+01 39.34765993 1.0000000
## SC-PA -2.325975626 -2.125368e+01 16.60173294 1.0000000
## SD-PA -23.548400090 -6.069196e+01 13.59516068 0.9369929
## TN-PA 5.606531648 -1.057868e+01 21.79174741 1.0000000
## TX-PA -7.256799324 -1.976190e+01 5.24830193 0.9840997
## UT-PA -34.531833131 -6.753376e+01 -1.52990512 0.0250260
## VA-PA 7.852529840 -8.654247e+00 24.35930685 0.9997746
## VT-PA -4.379991263 -5.538646e+01 46.62647348 1.0000000
## WA-PA -11.657047540 -3.109549e+01 7.78139176 0.9724615
## WI-PA -22.716896024 -4.048560e+01 -4.94818751 0.0003677
## WV-PA 13.368807339 -1.069710e+01 37.43471692 0.9928498
## WY-PA -29.910011966 -7.873441e+01 18.91438694 0.9616100
## SC-RI -4.100746269 -4.381125e+01 35.60975813 1.0000000
## SD-RI -25.323170732 -7.629679e+01 25.65045102 0.9993486
## TN-RI 3.831761006 -3.464716e+01 42.31068014 1.0000000
## TX-RI -9.031569966 -4.611315e+01 28.05000990 1.0000000
## UT-RI -36.306603774 -8.434610e+01 11.73289311 0.6179817
## VA-RI 6.077759197 -3.253752e+01 44.69303720 1.0000000
## VT-RI -6.154761905 -6.796354e+01 55.65401946 1.0000000
## WA-RI -13.431818182 -5.338828e+01 26.52464475 1.0000000
## WI-RI -24.491666667 -6.366300e+01 14.67966226 0.9481352
## WV-RI 11.594036697 -3.080684e+01 53.99490947 1.0000000
## WY-RI -31.684782609 -9.170551e+01 28.33594662 0.9974511
## SD-SC -21.222424463 -6.052696e+01 18.08210781 0.9959233
## TN-SC 7.932507275 -1.273542e+01 28.60043798 0.9999996
## TX-SC -4.930823697 -2.286347e+01 13.00181994 1.0000000
## UT-SC -32.205857505 -6.762237e+01 3.21065563 0.1619290
## VA-SC 10.178505466 -1.074220e+01 31.09920903 0.9996057
## VT-SC -2.054015636 -5.465498e+01 50.54695010 1.0000000
## WA-SC -9.331071913 -3.263461e+01 13.97247015 0.9999983
## WI-SC -20.390920398 -4.232102e+01 1.53917656 0.1269883
## WV-SC 15.694782966 -1.158836e+01 42.97793077 0.9863649
## WY-SC -27.584036340 -7.807190e+01 22.90382437 0.9948326
## TN-SD 29.154931738 -8.904881e+00 67.21474407 0.5815883
## TX-SD 16.291600766 -2.035490e+01 52.93809668 0.9999626
## UT-SD -10.983433042 -5.868789e+01 36.72102543 1.0000000
## VA-SD 31.400929929 -6.796737e+00 69.59859730 0.3873782
## VT-SD 19.168408827 -4.238033e+01 80.71715009 1.0000000
## WA-SD 11.891352550 -2.766166e+01 51.44436796 1.0000000
## WI-SD 0.831504065 -3.792821e+01 39.59121391 1.0000000
## WV-SD 36.917207429 -5.103693e+00 78.93810829 0.2273188
## WY-SD -6.361611877 -6.611452e+01 53.39129629 1.0000000
## TX-TN -12.863330972 -2.787275e+01 2.14609158 0.2824565
## UT-TN -40.138364780 -7.416824e+01 -6.10848878 0.0025601
## VA-TN 2.245998191 -1.623044e+01 20.72243982 1.0000000
## VT-TN -9.986522911 -6.166403e+01 41.69098335 1.0000000
## WA-TN -17.263579188 -3.840023e+01 3.87307453 0.4047325
## WI-TN -28.323427673 -4.793547e+01 -8.71138520 0.0000095
## WV-TN 7.762275691 -1.769501e+01 33.21955779 1.0000000
## WY-TN -35.516543615 -8.504156e+01 14.00847165 0.7476374
## UT-TX -27.275033808 -5.971650e+01 5.16643362 0.3290949
## VA-TX 15.109329163 -2.462966e-01 30.46495496 0.0626663
## VT-TX 2.876808061 -4.776883e+01 53.52244955 1.0000000
## WA-TX -4.400248216 -2.287116e+01 14.07066076 1.0000000
## WI-TX -15.460096701 -3.216484e+01 1.24464988 0.1338299
## WV-TX 20.625606663 -2.665799e+00 43.91701194 0.2110585
## WY-TX -22.653212643 -7.110054e+01 25.79411427 0.9998550
## VA-UT 42.384362971 8.200376e+00 76.56834955 0.0008018
## VT-UT 30.151841869 -2.898977e+01 89.29345748 0.9988137
## WA-UT 22.874785592 -1.281729e+01 58.56685997 0.9270541
## WI-UT 11.814937107 -2.299596e+01 46.62582985 1.0000000
## WV-UT 47.900640471 9.491797e+00 86.30948392 0.0006943
## WY-UT 4.621821165 -5.264853e+01 61.89217283 1.0000000
## VT-VA -12.232521102 -6.401164e+01 39.54659758 1.0000000
## WA-VA -19.509577379 -4.089346e+01 1.87430928 0.1563899
## WI-VA -30.569425864 -5.044767e+01 -10.69117926 0.0000010
## WV-VA 5.516277500 -2.014665e+01 31.17920192 1.0000000
## WY-VA -37.762541806 -8.739358e+01 11.86849299 0.5999428
## WA-VT -7.277056277 -6.006395e+01 45.50983951 1.0000000
## WI-VT -18.336904762 -7.053202e+01 33.85821423 1.0000000
## WV-VT 17.748798602 -3.691171e+01 72.40930947 1.0000000
## WY-VT -25.530020704 -9.475737e+01 43.69732486 0.9999999
## WI-WA -11.059848485 -3.343224e+01 11.31254350 0.9994204
## WV-WA 25.025854879 -2.614061e+00 52.66577031 0.1693798
## WY-WA -18.252964427 -6.893451e+01 32.42857906 0.9999999
## WV-WI 36.085703364 9.593459e+00 62.57794760 0.0000617
## WY-WI -7.193115942 -5.725800e+01 42.87177125 1.0000000
## WY-WV -43.278819306 -9.590898e+01 9.35134250 0.3865501
# TODO eta^2 for ANOVA
# TODO omega^2 for ANOVA
# TODO what about effect size?