Rscript para Proyecto Semestral de Analisis Predictivo
Manuel Andersen, Sebastián Fuenzalida, Sebastián Lillo & Thomas Winkler
2023-07-02
# Limpieza del entorno
# Lib & Datos
library(boot)
library(car)
library(caret)
library(cvTools)
library(data.table)
library(dplyr)
library(factoextra)
library(faraway)
library(ggcorrplot)
library(ggplot2)
library(glmnet)
library(jtools)
library(latex2exp)
library(lattice)
library(lmtest)
library(MASS)
library(nortest)
library(performance)
library(PerformanceAnalytics)
library(plotly)
library(pls)
library(scales)
library(tidymodels)
library(tidyr)
library(tidyverse)
library(wrapr)
library(see)
setwd(dirname(rstudioapi::getActiveDocumentContext()$path)) #Entorno de desarrollo local
THEME <- theme(plot.title = element_text(hjust = 0.5, size = 14),
plot.subtitle = element_text(hjust = 0.5),
axis.title.y = element_text(size = rel(0.8), angle = 90),
axis.title.x = element_text(size = rel(0.8), angle = 0),
aspect.ratio = 0.8);
dev.new(width=8, height=6)
set.seed(1896)# Cargo de bases
fifa_raw <- as_tibble(read.csv('Fifa_hombres.csv', header = T, sep = "," , encoding = 'Latin-1')) %>% drop_na()
head(fifa_raw)## # A tibble: 6 × 27
## long_name overall potential value_eur age height_cm club_team_id
## <chr> <int> <int> <dbl> <int> <int> <dbl>
## 1 Lionel Andrés Messi … 93 93 78000000 34 170 73
## 2 Robert Lewandowski 92 92 119500000 32 185 21
## 3 Cristiano Ronaldo do… 91 91 45000000 36 187 11
## 4 Neymar da Silva Sant… 91 91 129000000 29 175 73
## 5 Kevin De Bruyne 91 91 125500000 30 181 10
## 6 Kylian Mbappé Lottin 91 95 194000000 22 182 73
## # ℹ 20 more variables: league_level <dbl>, nationality_id <int>,
## # preferred_foot <chr>, weak_foot <int>, skill_moves <int>,
## # international_reputation <int>, release_clause_eur <dbl>, pace <dbl>,
## # shooting <dbl>, passing <dbl>, dribbling <dbl>, defending <dbl>,
## # physic <dbl>, attacking_crossing <int>, attacking_finishing <int>,
## # attacking_heading_accuracy <int>, attacking_short_passing <int>,
## # attacking_volleys <int>, skill_dribbling <int>, skill_curve <int>#View(fifa) #Comando para ver la tabla completa
str(fifa_raw)## tibble [16,020 × 27] (S3: tbl_df/tbl/data.frame)
## $ long_name : chr [1:16020] "Lionel Andrés Messi Cuccittini" "Robert Lewandowski" "Cristiano Ronaldo dos Santos Aveiro" "Neymar da Silva Santos Júnior" ...
## $ overall : int [1:16020] 93 92 91 91 91 91 90 90 89 89 ...
## $ potential : int [1:16020] 93 92 91 91 91 95 90 90 89 89 ...
## $ value_eur : num [1:16020] 7.80e+07 1.20e+08 4.50e+07 1.29e+08 1.26e+08 ...
## $ age : int [1:16020] 34 32 36 29 30 22 27 30 33 28 ...
## $ height_cm : int [1:16020] 170 185 187 175 181 182 188 168 185 183 ...
## $ club_team_id : num [1:16020] 73 21 11 73 10 73 18 5 243 18 ...
## $ league_level : num [1:16020] 1 1 1 1 1 1 1 1 1 1 ...
## $ nationality_id : int [1:16020] 52 37 38 54 7 18 14 18 18 167 ...
## $ preferred_foot : chr [1:16020] "Left" "Right" "Right" "Right" ...
## $ weak_foot : int [1:16020] 4 4 4 5 5 4 5 3 4 5 ...
## $ skill_moves : int [1:16020] 4 4 5 5 4 5 3 2 4 4 ...
## $ international_reputation : int [1:16020] 5 5 5 5 4 4 4 4 4 4 ...
## $ release_clause_eur : num [1:16020] 1.44e+08 1.97e+08 8.33e+07 2.39e+08 2.32e+08 ...
## $ pace : num [1:16020] 85 78 87 91 76 97 70 78 76 88 ...
## $ shooting : num [1:16020] 92 92 94 83 86 88 91 66 86 87 ...
## $ passing : num [1:16020] 91 79 80 86 93 80 83 75 81 82 ...
## $ dribbling : num [1:16020] 95 86 88 94 88 92 83 82 87 86 ...
## $ defending : num [1:16020] 34 44 34 37 64 36 47 87 39 43 ...
## $ physic : num [1:16020] 65 82 75 63 78 77 83 83 77 69 ...
## $ attacking_crossing : int [1:16020] 85 71 87 85 94 78 80 68 75 83 ...
## $ attacking_finishing : int [1:16020] 95 95 95 83 82 93 94 65 90 88 ...
## $ attacking_heading_accuracy: int [1:16020] 70 90 90 63 55 72 86 54 89 68 ...
## $ attacking_short_passing : int [1:16020] 91 85 80 86 94 85 85 82 86 84 ...
## $ attacking_volleys : int [1:16020] 88 89 86 86 82 83 88 56 86 78 ...
## $ skill_dribbling : int [1:16020] 96 85 88 95 88 93 83 79 87 87 ...
## $ skill_curve : int [1:16020] 93 79 81 88 85 80 83 49 81 85 ...summary(fifa_raw)## long_name overall potential value_eur
## Length:16020 Min. :47.00 Min. :49.00 Min. :1.50e+04
## Class :character 1st Qu.:62.00 1st Qu.:67.00 1st Qu.:5.00e+05
## Mode :character Median :66.00 Median :71.00 Median :1.00e+06
## Mean :65.87 Mean :71.05 Mean :2.96e+06
## 3rd Qu.:70.00 3rd Qu.:75.00 3rd Qu.:2.10e+06
## Max. :93.00 Max. :95.00 Max. :1.94e+08
## age height_cm club_team_id league_level
## Min. :16.00 Min. :155.0 Min. : 1 Min. :1.000
## 1st Qu.:21.00 1st Qu.:175.0 1st Qu.: 480 1st Qu.:1.000
## Median :25.00 Median :180.0 Median : 1938 Median :1.000
## Mean :25.19 Mean :180.3 Mean : 50805 Mean :1.345
## 3rd Qu.:29.00 3rd Qu.:185.0 3rd Qu.:111140 3rd Qu.:1.000
## Max. :39.00 Max. :203.0 Max. :115820 Max. :5.000
## nationality_id preferred_foot weak_foot skill_moves
## Min. : 1.00 Length:16020 Min. :1.000 Min. :2.000
## 1st Qu.: 21.00 Class :character 1st Qu.:3.000 1st Qu.:2.000
## Median : 45.00 Mode :character Median :3.000 Median :2.000
## Mean : 59.24 Mean :2.999 Mean :2.512
## 3rd Qu.: 60.00 3rd Qu.:3.000 3rd Qu.:3.000
## Max. :219.00 Max. :5.000 Max. :5.000
## international_reputation release_clause_eur pace shooting
## Min. :1.000 Min. : 23000 Min. :28.00 Min. :18.00
## 1st Qu.:1.000 1st Qu.: 875000 1st Qu.:62.00 1st Qu.:42.00
## Median :1.000 Median : 1700000 Median :69.00 Median :54.00
## Mean :1.097 Mean : 5594176 Mean :68.08 Mean :52.18
## 3rd Qu.:1.000 3rd Qu.: 3800000 3rd Qu.:75.00 3rd Qu.:63.00
## Max. :5.000 Max. :373500000 Max. :97.00 Max. :94.00
## passing dribbling defending physic
## Min. :25.00 Min. :27.00 Min. :14.00 Min. :29.00
## 1st Qu.:51.00 1st Qu.:57.00 1st Qu.:38.00 1st Qu.:59.00
## Median :58.00 Median :63.00 Median :56.00 Median :66.00
## Mean :57.29 Mean :62.44 Mean :51.88 Mean :64.86
## 3rd Qu.:64.00 3rd Qu.:69.00 3rd Qu.:64.00 3rd Qu.:72.00
## Max. :93.00 Max. :95.00 Max. :91.00 Max. :90.00
## attacking_crossing attacking_finishing attacking_heading_accuracy
## Min. :15.00 Min. :10.00 Min. :17.00
## 1st Qu.:45.00 1st Qu.:37.00 1st Qu.:48.00
## Median :56.00 Median :53.00 Median :57.00
## Mean :54.05 Mean :50.06 Mean :56.43
## 3rd Qu.:64.00 3rd Qu.:63.00 3rd Qu.:65.00
## Max. :94.00 Max. :95.00 Max. :93.00
## attacking_short_passing attacking_volleys skill_dribbling skill_curve
## Min. :23.00 Min. :10.0 Min. :16.0 Min. :12.00
## 1st Qu.:58.00 1st Qu.:34.0 1st Qu.:55.0 1st Qu.:40.00
## Median :63.00 Median :46.0 Median :63.0 Median :51.00
## Mean :62.78 Mean :46.2 Mean :60.8 Mean :51.29
## 3rd Qu.:69.00 3rd Qu.:57.0 3rd Qu.:69.0 3rd Qu.:63.00
## Max. :94.00 Max. :90.0 Max. :96.0 Max. :94.00sapply( select(fifa_raw,!long_name), is.numeric) # Investigamos si las variables realmente son numericas/caracteres## overall potential
## TRUE TRUE
## value_eur age
## TRUE TRUE
## height_cm club_team_id
## TRUE TRUE
## league_level nationality_id
## TRUE TRUE
## preferred_foot weak_foot
## FALSE TRUE
## skill_moves international_reputation
## TRUE TRUE
## release_clause_eur pace
## TRUE TRUE
## shooting passing
## TRUE TRUE
## dribbling defending
## TRUE TRUE
## physic attacking_crossing
## TRUE TRUE
## attacking_finishing attacking_heading_accuracy
## TRUE TRUE
## attacking_short_passing attacking_volleys
## TRUE TRUE
## skill_dribbling skill_curve
## TRUE TRUEfifa_raw <- fifa_raw %>% mutate(preferred_foot = as.numeric(recode(preferred_foot, "Left" = 0 , "Right" = 1))) #Ajustamos la variable preferref_foot de character a Binario numerico
colSums(is.na(fifa_raw)) # Chequeo por si queda algún valor nulo del proceso## long_name overall
## 0 0
## potential value_eur
## 0 0
## age height_cm
## 0 0
## club_team_id league_level
## 0 0
## nationality_id preferred_foot
## 0 0
## weak_foot skill_moves
## 0 0
## international_reputation release_clause_eur
## 0 0
## pace shooting
## 0 0
## passing dribbling
## 0 0
## defending physic
## 0 0
## attacking_crossing attacking_finishing
## 0 0
## attacking_heading_accuracy attacking_short_passing
## 0 0
## attacking_volleys skill_dribbling
## 0 0
## skill_curve
## 0# Split de la Data y posterior Normalizacion
# Split de la data ----
data_split <- initial_split(fifa_raw, prop = 3/4) #tomamos un split arbitrario de la data, esta muestra corresponde a 75%
train_raw <- training(data_split) #Aplicamos el split para generar dos grupos
test_raw <- testing(data_split)
# Renormalizar: Escalar Datos ----
train_ajust <- datawizard::standardize(train_raw %>% select(!long_name)) #Ajuste de escala para predictores de entrenamiento (Eliminando la primera columna descriptiva)
head(train_ajust)## # A tibble: 6 × 26
## overall potential value_eur age height_cm club_team_id league_level
## <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
## 1 -1.58 -0.173 -0.340 -1.32 0.405 -0.922 2.25
## 2 -0.558 -0.338 -0.282 -0.462 -0.814 -0.894 3.60
## 3 0.756 0.650 -0.0848 0.183 1.77 -0.925 -0.464
## 4 0.464 -0.338 -0.225 0.829 0.861 1.11 -0.464
## 5 -1.43 0.156 -0.333 -1.75 -1.58 0.922 -0.464
## 6 0.901 0.156 -0.136 1.26 -1.12 -0.896 0.891
## # ℹ 19 more variables: nationality_id <dbl>, preferred_foot <dbl>,
## # weak_foot <dbl>, skill_moves <dbl>, international_reputation <dbl>,
## # release_clause_eur <dbl>, pace <dbl>, shooting <dbl>, passing <dbl>,
## # dribbling <dbl>, defending <dbl>, physic <dbl>, attacking_crossing <dbl>,
## # attacking_finishing <dbl>, attacking_heading_accuracy <dbl>,
## # attacking_short_passing <dbl>, attacking_volleys <dbl>,
## # skill_dribbling <dbl>, skill_curve <dbl>test_ajust <- datawizard::standardize(test_raw %>% select(!long_name)) #Ajuste de escala para predictores de Testeo (Eliminando la primera columna descriptiva)
head(test_ajust)## # A tibble: 6 × 26
## overall potential value_eur age height_cm club_team_id league_level
## <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
## 1 3.85 3.52 14.9 1.44 0.714 -0.945 -0.476
## 2 3.70 3.35 5.36 2.30 1.02 -0.945 -0.476
## 3 3.70 3.35 16.1 0.791 -0.826 -0.944 -0.476
## 4 3.70 3.35 15.6 1.01 0.0980 -0.945 -0.476
## 5 3.40 3.02 10.8 0.791 0.714 -0.941 -0.476
## 6 3.25 2.85 5.30 1.87 0.252 -0.941 -0.476
## # ℹ 19 more variables: nationality_id <dbl>, preferred_foot <dbl>,
## # weak_foot <dbl>, skill_moves <dbl>, international_reputation <dbl>,
## # release_clause_eur <dbl>, pace <dbl>, shooting <dbl>, passing <dbl>,
## # dribbling <dbl>, defending <dbl>, physic <dbl>, attacking_crossing <dbl>,
## # attacking_finishing <dbl>, attacking_heading_accuracy <dbl>,
## # attacking_short_passing <dbl>, attacking_volleys <dbl>,
## # skill_dribbling <dbl>, skill_curve <dbl># Probamos la hipótesis de normalización!
apply(train_ajust, 2, mean) #Aproximan a 0## overall potential
## -7.767613e-16 4.766452e-16
## value_eur age
## 1.336715e-17 -1.404539e-16
## height_cm club_team_id
## -1.835092e-15 -3.948400e-17
## league_level nationality_id
## 9.427467e-18 4.525770e-17
## preferred_foot weak_foot
## -1.413389e-16 2.244442e-16
## skill_moves international_reputation
## 3.219172e-16 2.896270e-16
## release_clause_eur pace
## 1.911231e-17 5.615292e-16
## shooting passing
## -1.835997e-16 -3.389381e-17
## dribbling defending
## 1.823988e-16 1.439879e-16
## physic attacking_crossing
## -4.328148e-16 -1.003846e-16
## attacking_finishing attacking_heading_accuracy
## 8.890925e-17 -2.136244e-16
## attacking_short_passing attacking_volleys
## -4.697830e-17 -2.600460e-17
## skill_dribbling skill_curve
## -1.093240e-16 4.420224e-18apply(train_ajust, 2, sd) #cumple que poseen valores =1## overall potential
## 1 1
## value_eur age
## 1 1
## height_cm club_team_id
## 1 1
## league_level nationality_id
## 1 1
## preferred_foot weak_foot
## 1 1
## skill_moves international_reputation
## 1 1
## release_clause_eur pace
## 1 1
## shooting passing
## 1 1
## dribbling defending
## 1 1
## physic attacking_crossing
## 1 1
## attacking_finishing attacking_heading_accuracy
## 1 1
## attacking_short_passing attacking_volleys
## 1 1
## skill_dribbling skill_curve
## 1 1apply(test_ajust, 2, mean) #se confirma para ambos casos!## overall potential
## 9.426196e-16 -4.776932e-16
## value_eur age
## -1.484809e-17 -8.344930e-17
## height_cm club_team_id
## -1.190481e-15 1.949073e-18
## league_level nationality_id
## 4.978154e-17 -1.132485e-17
## preferred_foot weak_foot
## 7.246304e-17 -1.814551e-16
## skill_moves international_reputation
## -1.171687e-16 -1.704593e-16
## release_clause_eur pace
## 3.155355e-17 -4.427176e-16
## shooting passing
## -1.871466e-16 2.824205e-16
## dribbling defending
## 3.198848e-17 -1.888656e-16
## physic attacking_crossing
## -4.577045e-16 1.926599e-17
## attacking_finishing attacking_heading_accuracy
## -1.503522e-16 -1.303091e-16
## attacking_short_passing attacking_volleys
## -1.796077e-16 -2.428957e-16
## skill_dribbling skill_curve
## -1.421346e-16 -3.652345e-17apply(test_ajust, 2, sd)## overall potential
## 1 1
## value_eur age
## 1 1
## height_cm club_team_id
## 1 1
## league_level nationality_id
## 1 1
## preferred_foot weak_foot
## 1 1
## skill_moves international_reputation
## 1 1
## release_clause_eur pace
## 1 1
## shooting passing
## 1 1
## dribbling defending
## 1 1
## physic attacking_crossing
## 1 1
## attacking_finishing attacking_heading_accuracy
## 1 1
## attacking_short_passing attacking_volleys
## 1 1
## skill_dribbling skill_curve
## 1 1### En particular, se requiere normalizar cuando las características tienen diferentes rangos. Este caso no es imperante, pero se aplicará commo precaucion.
## Para el caso de la Regresión de Ridge/Lasso, ésta se basa en restringir el tamaño de los coeficientes asociados a cada variable.
## Sin embargo, el valor depende en la magnitud de éstas. El resultado de la operacion que centra las variables es que ya no correspondan a un intercepto.
## De este modo, se obtiene una media de 0 y una desviación estándar de 1 para cada X del modelo y aseguramos que ninguna variable predictora sea demasiado influyente para la regresión lasso a crear.
names(as.data.frame(test_ajust)) # Variables disponibles en el modelo, Consideramos ahora Y = "Potential"## [1] "overall" "potential"
## [3] "value_eur" "age"
## [5] "height_cm" "club_team_id"
## [7] "league_level" "nationality_id"
## [9] "preferred_foot" "weak_foot"
## [11] "skill_moves" "international_reputation"
## [13] "release_clause_eur" "pace"
## [15] "shooting" "passing"
## [17] "dribbling" "defending"
## [19] "physic" "attacking_crossing"
## [21] "attacking_finishing" "attacking_heading_accuracy"
## [23] "attacking_short_passing" "attacking_volleys"
## [25] "skill_dribbling" "skill_curve"x_train <- as_tibble(train_ajust) %>% select(!potential) # Componentes de entrenamiento para la regresión
x_test <- as_tibble(test_ajust) %>% select(!potential) # Componentes de prueba para la regresión
y_train <- as_tibble(train_ajust) %>% select(potential) # Variabble Respuesta
y_test <- as_tibble(test_ajust) %>% select(potential)Plots de variables
Plots generales de Fifa
ggplot() +
geom_point(data = fifa_raw, mapping = aes(x = age, y = potential, color=value_eur)) +
geom_smooth(data = fifa_raw, mapping = aes(x = age, y = potential), method = 'loess', se = T, fullrange = TRUE, color = "#D284F9")+
theme_minimal() +
labs(x = 'Age', y = 'Overall', title = "Rendimiento de jugadores por Edad Ajust. (Contrastado con su valor)") +
theme(legend.position = 'bottom')
Grafico para analizar individuos
edad_jugadores <- ggplot(fifa_raw, aes(x=age, y=potential, text=paste("Nombre:",long_name, "\n","Potencial(%):",potential,"\n","Edad:",age,"\n", "Valoración(€):",value_eur,"\n","Altura(cm):",height_cm ))) + geom_point(color="blue") + labs(x = 'Age', y = 'Potential', title = "Potencial de Rendimiento de jugadores por Edad Ajust.")
ggplotly(edad_jugadores, tooltip = "text")Correlación
corr <- round(cor(fifa_raw %>% select(!long_name), use="pairwise.complete.obs"), 3) #Calculo de correlación
head(corr[, 1:3]) #Vistazo resumido a la MA de correlacion## overall potential value_eur
## overall 1.000 0.639 0.563
## potential 0.639 1.000 0.537
## value_eur 0.563 0.537 1.000
## age 0.467 -0.265 0.046
## height_cm 0.068 0.019 0.025
## club_team_id -0.229 -0.333 -0.195p.mat <- round(cor_pmat(fifa_raw %>% select(!long_name)),3) #Matriz de valores P
head(p.mat)## overall potential value_eur age height_cm club_team_id
## overall 0 0.000 0.000 0 0.000 0
## potential 0 0.000 0.000 0 0.014 0
## value_eur 0 0.000 0.000 0 0.002 0
## age 0 0.000 0.000 0 0.000 0
## height_cm 0 0.014 0.002 0 0.000 0
## club_team_id 0 0.000 0.000 0 0.000 0
## league_level nationality_id preferred_foot weak_foot skill_moves
## overall 0 0 0.000 0 0
## potential 0 0 0.000 0 0
## value_eur 0 0 0.107 0 0
## age 0 0 0.712 0 0
## height_cm 0 0 0.000 0 0
## club_team_id 0 0 0.000 0 0
## international_reputation release_clause_eur pace shooting passing
## overall 0 0.000 0 0 0
## potential 0 0.000 0 0 0
## value_eur 0 0.000 0 0 0
## age 0 0.000 0 0 0
## height_cm 0 0.003 0 0 0
## club_team_id 0 0.000 0 0 0
## dribbling defending physic attacking_crossing attacking_finishing
## overall 0 0 0 0 0
## potential 0 0 0 0 0
## value_eur 0 0 0 0 0
## age 0 0 0 0 0
## height_cm 0 0 0 0 0
## club_team_id 0 0 0 0 0
## attacking_heading_accuracy attacking_short_passing
## overall 0 0
## potential 0 0
## value_eur 0 0
## age 0 0
## height_cm 0 0
## club_team_id 0 0
## attacking_volleys skill_dribbling skill_curve
## overall 0 0 0
## potential 0 0 0
## value_eur 0 0 0
## age 0 0 0
## height_cm 0 0 0
## club_team_id 0 0 0ggcorrplot(corr, type = "lower") + labs(title = "Correlación entre Variables") + THEME #gráfica de correlación básica
ggcorrplot(corr, hc.order = TRUE, outline.color = "white", lab = TRUE, lab_size = 2.5, p.mat = p.mat) + labs(title = "Correlación entre Variables Explicado") + THEME # Ordenado por cluster Jerarquicos, considerando insignificantes a las correlaciones marcadas con X
hcorr <- round(cor(fifa_raw %>% select(!height_cm:weak_foot, -long_name), use="pairwise.complete.obs"), 3) # Matriz de correlación enfocada en variables de alta correlación
lcorr <- round(cor(fifa_raw %>% select(height_cm:weak_foot), use="pairwise.complete.obs"), 3) # Matriz de correlación enfocada en variables de baja correlación
fifa_raw %>% head() %>% select(height_cm:weak_foot) #Selección de varaibles poco correlacionadas## # A tibble: 6 × 6
## height_cm club_team_id league_level nationality_id preferred_foot weak_foot
## <int> <dbl> <dbl> <int> <dbl> <int>
## 1 170 73 1 52 0 4
## 2 185 21 1 37 1 4
## 3 187 11 1 38 1 4
## 4 175 73 1 54 1 5
## 5 181 10 1 7 1 5
## 6 182 73 1 18 1 4ggcorrplot(hcorr, hc.order = TRUE, lab = TRUE, lab_size = 2.5, lab_col = "darkred") + labs(title = "Variables altamente correlacionadas")
ggcorrplot(lcorr, hc.order = TRUE, lab = TRUE, lab_size = 2.5, lab_col = "darkgreen") + labs(title = "Variables poco correlacionadas")
#chart.Correlation(fifa_raw %>% select(-long_name), histogram = TRUE, method = "pearson") #TIEMPO ALTO DE EJECUCIÖN
chart.Correlation(fifa_raw %>% select(!height_cm:weak_foot, -long_name), histogram = TRUE, method = "pearson") #gráfica analítica de las variables más correlacionadas (Demora 2 min. aprox.)
chart.Correlation(fifa_raw %>% select(height_cm:weak_foot), histogram = TRUE, method = "pearson") #correlation analítica de las variables menos correlacionadas
#De las matrices de correlación se puede determinar una altísima relacion entre algunas variables contrastante con una baja relación con otras, Aplicando un punto de corte en +-0.5 se puede determinar las que poseen alta y baja correlacion, solo que queda en tela de juicio la clasificación para las variables age, defending, y pace.
#La alta correlación entre algunas variables (hcorr) delimita un problema de multicolinealidad que dificulta emplear otros modelos lineales que no sean penalizadores (Ridge-Lasso-Elastic)# Analisis de Componentes por metodo PCR: Principal Component Regression
pcrmod <- prcomp(x_train, scale. = FALSE)
summary(pcrmod)## Importance of components:
## PC1 PC2 PC3 PC4 PC5 PC6 PC7
## Standard deviation 2.9765 1.9193 1.34923 1.29488 1.22222 1.0124 0.93781
## Proportion of Variance 0.3544 0.1474 0.07282 0.06707 0.05975 0.0410 0.03518
## Cumulative Proportion 0.3544 0.5017 0.57456 0.64163 0.70138 0.7424 0.77756
## PC8 PC9 PC10 PC11 PC12 PC13 PC14
## Standard deviation 0.90573 0.88417 0.8062 0.74027 0.6927 0.64399 0.62352
## Proportion of Variance 0.03281 0.03127 0.0260 0.02192 0.0192 0.01659 0.01555
## Cumulative Proportion 0.81037 0.84164 0.8676 0.88956 0.9087 0.92534 0.94089
## PC15 PC16 PC17 PC18 PC19 PC20 PC21
## Standard deviation 0.55471 0.5269 0.46951 0.44061 0.39901 0.38808 0.33416
## Proportion of Variance 0.01231 0.0111 0.00882 0.00777 0.00637 0.00602 0.00447
## Cumulative Proportion 0.95320 0.9643 0.97312 0.98089 0.98726 0.99328 0.99775
## PC22 PC23 PC24 PC25
## Standard deviation 0.14746 0.12605 0.12010 0.06503
## Proportion of Variance 0.00087 0.00064 0.00058 0.00017
## Cumulative Proportion 0.99862 0.99925 0.99983 1.00000plot(summary(pcrmod)$importance[3,])
explained_variance=summary(pcrmod)$importance[3,]
explained_variance## PC1 PC2 PC3 PC4 PC5 PC6 PC7 PC8 PC9 PC10
## 0.35439 0.50174 0.57456 0.64163 0.70138 0.74238 0.77756 0.81037 0.84164 0.86764
## PC11 PC12 PC13 PC14 PC15 PC16 PC17 PC18 PC19 PC20
## 0.88956 0.90875 0.92534 0.94089 0.95320 0.96431 0.97312 0.98089 0.98726 0.99328
## PC21 PC22 PC23 PC24 PC25
## 0.99775 0.99862 0.99925 0.99983 1.00000PCs <- pcrmod$x[, 1:15] # Elegimos las componentes que explican en su mayoría a la varianza
PCs## PC1 PC2 PC3 PC4 PC5
## [1,] -2.343231e+00 2.060408e+00 -1.430060e+00 -1.4891161531 1.890389e+00
## [2,] -1.676614e+00 1.861687e-01 -9.298194e-01 0.2634986544 2.982756e+00
## [3,] -3.066883e+00 -3.382271e+00 1.923389e-01 -0.4543170962 2.282626e-01
## [4,] 7.062735e-01 -1.550626e+00 1.720613e+00 0.5534047986 1.440012e-01
## [5,] -3.901909e+00 1.988425e+00 -2.237218e+00 1.3677885408 8.022569e-02
## [6,] 4.022266e+00 1.001485e+00 2.762537e-01 -0.4516642144 1.740580e-01
## [7,] -3.636916e-01 -5.027812e+00 1.063246e+00 -2.5814367396 -3.392005e-01
## [8,] 6.691929e-01 -1.623916e+00 3.671485e-01 0.0279848172 9.360411e-01
## [9,] 2.717072e+00 8.331237e-01 2.363133e+00 -0.2537637346 -2.289865e+00
## [10,] -5.483536e-01 -2.887211e-01 2.270280e+00 -1.9968555645 -3.085691e+00
## [11,] 8.312176e-02 -2.948517e+00 -3.587347e-01 0.2045084965 -2.491057e-01
## [12,] -1.190806e+00 2.443340e+00 -1.129960e+00 -0.5214309232 3.151989e+00
## [13,] -1.288382e+00 2.410708e+00 -9.430869e-01 1.8512154187 -1.352254e+00
## [14,] 9.147708e-01 1.494634e+00 5.264609e-01 0.5672730121 -3.640550e-01
## [15,] -7.738705e-01 9.347277e-01 6.961541e-01 -1.9875417292 -6.350397e-01
## [16,] 6.823077e-01 2.721201e+00 -4.100315e-01 0.3394326493 1.459359e-01
## [17,] 2.316727e+00 6.132190e-01 1.801488e+00 -1.0198813726 1.025097e+00
## [18,] 2.664506e+00 -3.002068e-01 1.448806e+00 -1.4347860869 3.514397e-01
## [19,] -2.672497e+00 -2.116802e+00 8.083664e-01 0.5997224069 -7.580747e-01
## [20,] -5.588867e+00 5.700818e-01 -2.100579e+00 -1.2490451120 2.572725e+00
## [21,] 4.554754e-01 -6.009845e-01 3.206033e+00 -2.0614906106 -2.730437e+00
## [22,] -3.440773e+00 1.455492e-01 -1.158894e+00 -0.7537007289 1.135821e+00
## [23,] 2.726016e+00 -1.511356e-01 1.551858e+00 -1.9154869197 1.375274e-01
## [24,] 6.776835e+00 -3.472561e+00 -4.850488e+00 -0.2911253698 -2.575420e-01
## [25,] -1.703405e+00 -1.197576e+00 -1.278706e-01 -0.9477797441 1.246515e+00
## [26,] -4.462998e-01 -1.190863e+00 1.101768e+00 0.4955609250 1.862812e+00
## [27,] -3.284698e-05 4.358348e-01 9.187396e-02 0.8696146143 -3.555334e-01
## [28,] -2.526792e+00 -3.873139e-01 -9.230774e-01 -0.2883563063 3.546969e+00
## [29,] 4.183661e+00 -1.276422e+00 5.165309e-02 1.5086428095 1.127955e+00
## [30,] 9.086114e+00 -1.699017e+00 -2.655599e+00 -0.9266036904 -9.587373e-01
## [31,] -2.311465e+00 -2.784392e+00 1.086973e+00 -0.3215755076 -8.647367e-01
## [32,] 7.140127e-01 5.364721e-01 4.258933e-02 1.9829636592 -1.710595e+00
## [33,] -2.044498e+00 1.003332e+00 -1.466322e-01 -0.3103776086 -9.495684e-01
## [34,] -3.267425e+00 -1.653678e-02 1.080079e+00 -2.7318287259 -9.410599e-01
## [35,] 8.048756e-01 2.232609e+00 -2.927392e-01 -0.5587639219 1.648429e+00
## [36,] -2.455000e+00 -2.406655e+00 1.141285e+00 -0.1511524971 4.583358e-01
## [37,] -1.612670e+00 -3.073417e+00 1.767374e+00 0.4652934285 -1.168388e+00
## [38,] 2.284867e+00 2.037923e-01 1.913836e+00 -1.7687981216 8.267808e-01
## [39,] 6.101537e-01 -5.850424e-01 1.944246e+00 -3.2426881464 2.687023e-02
## [40,] -3.983374e+00 -4.047616e+00 -1.430014e-02 0.3686868580 9.758502e-01
## [41,] 3.694995e+00 1.132688e+00 6.093289e-01 0.5808534506 -5.065089e-01
## [42,] -2.784814e+00 2.102752e+00 -1.285988e-01 -2.9267422824 5.138223e-01
## [43,] 1.326412e+00 1.646847e+00 -7.298504e-02 -3.6094542004 -4.968071e-01
## [44,] -2.437934e+00 -3.110719e+00 8.939284e-02 -0.3798132136 7.450310e-01
## [45,] 3.033690e-01 1.147377e+00 7.837642e-01 -0.8550097419 -5.555170e-01
## [46,] -2.238897e+00 -7.910030e-01 -5.916773e-02 1.9794261948 -6.861366e-01
## [47,] 2.109107e+00 -9.007477e-01 1.084551e+00 -0.4854441685 5.348011e-01
## [48,] -3.415245e+00 -1.858091e+00 1.110096e+00 1.3600657954 -1.130013e+00
## [49,] 3.302404e+00 -2.501451e+00 -6.058294e-01 1.2696508994 6.111573e-01
## [50,] 1.963013e+00 2.507391e+00 2.053086e-01 0.5321933623 -5.516727e-01
## [51,] 3.629939e+00 1.421630e+00 1.690560e+00 -0.1682154887 9.051292e-01
## [52,] -2.245832e+00 -1.409003e+00 8.136239e-01 0.1236668108 4.159205e-02
## [53,] 3.542744e+00 8.713006e-01 2.305721e+00 -0.8691588922 -4.769970e-01
## [54,] -1.203752e+00 -2.226622e+00 -9.278412e-01 0.8660771515 1.452449e+00
## [55,] 2.606216e+00 4.363286e-01 6.603733e-01 1.0098061125 -1.099415e+00
## [56,] 1.807122e+00 -3.713169e+00 -7.272582e-01 -0.6399690611 1.239500e-01
## [57,] -2.879884e+00 -1.230114e+00 6.357903e-01 1.5605146934 -6.289836e-01
## [58,] 2.883213e+00 3.806332e+00 -3.513855e-01 1.3317196696 6.894061e-01
## [59,] 6.542378e-01 6.105683e-01 3.891595e-01 1.7948482620 2.225674e-01
## [60,] 4.815050e+00 -1.090805e+00 8.388949e-01 -1.7630797206 -2.301728e+00
## [61,] -1.555870e+00 3.839625e+00 -9.415202e-01 -1.1726391151 8.052944e-01
## [62,] 3.505035e+00 1.883142e+00 8.971893e-01 -0.6260874781 -7.413000e-01
## [63,] 5.929515e+00 3.061925e-01 -9.554835e-01 -0.2846393233 -6.664756e-01
## [64,] -9.508129e-01 1.312443e+00 2.622385e-01 -3.7929624600 1.002081e-01
## [65,] -9.976193e-02 1.358015e+00 4.559436e-01 -1.8878087491 -8.558154e-01
## [66,] -3.093377e+00 -1.008063e+00 -5.805780e-01 -0.9367830157 6.376292e-01
## [67,] 1.590042e+00 3.111055e-01 6.694476e-01 -2.7676007280 1.388125e-02
## [68,] -2.864847e-01 -1.576619e+00 9.750536e-01 1.1776282390 1.071274e+00
## [69,] -1.400769e-01 1.711174e+00 -8.119830e-01 -0.2074282063 6.478533e-01
## [70,] 6.222327e-02 -7.033646e-01 5.159785e-01 -2.8628005101 4.077727e-01
## [71,] -4.532446e+00 -2.790465e+00 3.805062e-01 0.1542382040 -1.268193e+00
## [72,] -7.833637e-01 2.350325e+00 -5.983467e-01 -0.5940368196 1.023308e+00
## [73,] 1.003982e+00 -4.927102e+00 -1.481269e+00 -0.0454091079 -4.620850e-01
## [74,] 1.377165e+00 1.270612e+00 9.177942e-01 -1.4733845605 -9.854170e-01
## [75,] 5.046445e-01 3.213286e-01 1.240570e+00 -3.1097417083 1.594547e+00
## [76,] 2.074608e-01 -6.540209e-01 1.120861e+00 0.7887267644 -6.153385e-01
## [77,] 3.308550e+00 5.399946e-01 1.034956e+00 1.0969964880 -4.615646e-01
## [78,] 5.628465e-01 -2.225718e-01 -3.671714e-01 0.2569918131 9.293120e-01
## [79,] -1.780870e+00 2.095354e+00 -7.668608e-01 -1.1210340671 1.019188e+00
## [80,] -1.075150e+00 -5.105254e-01 1.620657e+00 -2.8633962540 -3.563194e-01
## [81,] -6.658745e+00 -6.192265e-01 -1.583681e+00 -2.6419857334 2.911299e+00
## [82,] -4.657672e-01 4.892043e-01 -2.094988e-01 3.3290357709 -1.146598e+00
## [83,] -5.075106e+00 -3.515587e-01 -1.298475e-01 1.2787276410 -2.658172e+00
## [84,] 1.982971e+00 1.004840e+00 1.660162e-01 -0.4031946158 1.410318e+00
## [85,] 5.334569e+00 -1.885325e+00 8.908816e-01 -0.8139998994 -1.297617e+00
## [86,] 7.942470e-01 -3.907071e-01 4.330174e-01 1.2569130910 2.166742e-01
## [87,] 7.362262e-01 -7.374164e-01 -6.945988e-01 1.6588464048 1.400830e+00
## [88,] -2.947371e+00 -3.851639e+00 4.675133e-01 -1.2553666296 1.392170e-01
## [89,] 1.690085e+00 2.820901e+00 -1.139316e-01 -1.3642376167 2.320727e+00
## [90,] -1.487831e+00 -5.662265e-01 2.486383e-01 0.3918646477 -7.768445e-01
## [91,] 1.019213e+00 2.621556e+00 2.559308e-01 0.7653643737 -1.645197e+00
## [92,] 2.044574e+00 -1.116686e-01 1.930464e+00 0.6844391683 -6.820540e-02
## [93,] -2.496752e+00 -2.137745e+00 4.643178e-01 -0.1906849454 4.379407e-01
## [94,] 1.374851e+00 1.436429e+00 1.291567e+00 -0.9986063135 -2.005575e+00
## [95,] 7.535679e-02 -2.959379e+00 -4.663191e-01 0.1449644488 8.553878e-01
## [96,] -5.957501e+00 -1.402331e+00 -1.408453e-02 -0.4928487499 -1.322879e+00
## [97,] -2.379448e+00 1.677495e+00 6.655704e-02 0.4973324509 -2.190924e+00
## [98,] 4.140574e+00 2.690629e+00 -1.674837e-01 1.8364162362 1.629286e-01
## [99,] 2.040921e+00 4.581475e-01 1.113971e+00 3.0005670153 -5.684323e-01
## [100,] -6.455393e-01 3.240309e+00 -1.038542e+00 0.0502760749 1.493791e-01
## [101,] -1.698650e+00 3.392792e+00 -1.209798e+00 0.4903372834 -9.385483e-01
## [102,] -4.117889e+00 -1.949932e+00 -8.442771e-01 -1.3249632770 1.256823e+00
## [103,] 2.148128e+00 3.256326e+00 -1.559744e+00 1.0223328640 7.391215e-01
## [104,] 1.164449e+00 2.134918e-01 1.551344e+00 -2.1442152290 -7.343126e-01
## [105,] -2.668960e+00 -3.196922e+00 2.443278e-02 -0.0888393965 1.820444e-01
## [106,] 6.966156e+00 -1.063903e+00 -9.627614e-01 -0.7262469148 -1.821412e-01
## [107,] 2.488285e+00 -2.583473e-01 2.214643e+00 1.6724299747 -1.362565e-01
## [108,] -1.159373e+00 5.998353e-01 -2.495123e-01 0.1201820477 4.932436e-01
## [109,] -1.797598e-01 1.416575e+00 -8.582835e-01 1.3040658405 1.480223e-02
## [110,] 3.327774e+00 1.835545e-01 2.291053e+00 -1.5147905344 -2.426595e+00
## [111,] 2.681316e+00 -2.434466e+00 9.169746e-01 -2.2943070312 -1.224054e+00
## [112,] 5.533731e-01 6.534215e-01 2.941264e+00 -1.9155478154 -1.732245e+00
## [113,] -2.395260e+00 -1.150753e+00 3.376756e-02 0.7645237484 3.497788e-01
## [114,] -2.785515e+00 6.718213e-01 -1.511346e+00 0.2745275798 1.153122e+00
## [115,] 1.419387e-01 2.843369e+00 -8.220149e-01 -1.2173766147 6.175894e-01
## [116,] 2.188212e+00 2.743467e+00 -3.897701e-01 0.3267989327 -6.183163e-01
## [117,] 1.684512e+00 -1.523814e-01 -6.548572e-01 0.8492303973 1.359564e+00
## [118,] 1.432762e-01 -1.840227e+00 4.332934e-01 0.8616797979 -4.230489e-01
## [119,] -1.522617e+00 -9.892021e-01 -2.593701e-01 0.3630279226 3.903972e-01
## [120,] -1.930497e+00 1.385023e+00 3.817487e-01 -0.2263276139 -7.950468e-01
## [121,] 4.195265e+00 -1.303983e-01 3.428232e-01 0.7798574231 1.850589e+00
## [122,] 2.113853e+00 -1.374806e+00 1.235723e+00 -2.8140261337 -1.114788e+00
## [123,] -1.301961e+00 3.687849e+00 -8.944516e-01 0.5454259025 -8.622174e-01
## [124,] 1.751176e+00 -9.528658e-01 2.377574e+00 -2.7614773471 -1.265083e+00
## [125,] -4.530505e+00 -5.704645e-01 -7.931923e-01 -0.3986935458 -4.574139e-01
## [126,] -1.921651e+00 2.848375e+00 -1.306106e+00 -2.8218182287 1.561888e+00
## [127,] 3.404765e+00 -6.459759e+00 -5.615416e+00 -1.6402276175 -2.475244e+00
## [128,] -3.037612e+00 -2.537557e+00 1.179052e+00 0.9935389360 -1.862482e+00
## [129,] -2.122537e+00 -2.253007e+00 -8.690653e-01 0.9549019388 1.003911e+00
## [130,] -5.626754e-01 3.526326e-02 2.066780e-01 -0.7308798572 2.345185e+00
## [131,] 1.627389e+00 8.516703e-01 8.833419e-01 -0.5070434230 2.447867e+00
## [132,] -2.198341e+00 -1.484612e-01 -7.415363e-01 0.8142540648 -5.115153e-01
## [133,] -7.536185e-01 2.281120e+00 -2.636851e-01 -1.8992240547 -7.535551e-01
## [134,] -6.465585e+00 -2.099304e+00 4.378276e-01 -0.5367840097 -2.055319e+00
## [135,] -1.960443e+00 -1.743263e+00 -5.889691e-01 -0.3531386992 8.286054e-01
## [136,] 6.740894e+00 -1.391883e+00 -1.180205e+00 0.3027586348 6.216151e-01
## [137,] 2.289003e+00 -3.167326e-01 2.296096e+00 -0.2974600602 -6.238772e-01
## [138,] -3.099403e+00 1.349440e+00 2.525643e-02 -2.6837257946 -1.037038e+00
## [139,] 2.135334e+00 -5.319964e-01 5.377565e-01 0.6078843645 1.228532e+00
## [140,] -8.090762e-01 8.637324e-01 -6.679636e-01 0.1310338398 1.174960e+00
## [141,] 2.399345e+00 2.078295e+00 -3.416264e-01 -1.8484190777 5.575810e-02
## [142,] 1.098199e+00 -5.602843e-01 1.009339e+00 0.6574684299 -8.602562e-01
## [143,] 4.251313e-01 -4.267309e+00 -1.485408e+00 0.0596514532 -1.146603e+00
## [144,] -1.094708e+00 2.035040e+00 -5.840987e-01 -2.0937546578 1.115327e+00
## [145,] 9.048016e-01 -3.724932e-01 9.018803e-01 0.3342593404 -3.723569e-01
## [146,] -5.430791e+00 -1.185028e+00 -1.137544e+00 -0.9736341914 2.652251e-01
## [147,] -4.390141e+00 -2.133064e+00 -4.327983e-01 -0.8811769937 1.685285e-01
## [148,] -8.357539e-01 -3.770723e-01 1.284469e+00 0.4355608270 2.279665e+00
## [149,] -1.605038e+00 1.031603e-02 9.241708e-02 1.1872167700 -4.141441e-01
## [150,] -7.080199e-01 3.405331e+00 -9.730272e-01 -0.3051823792 -5.538923e-01
## [151,] -1.201072e+00 -1.767235e+00 -3.064675e-02 -0.2739097987 1.331518e+00
## [152,] -3.843371e+00 1.395345e+00 -1.507005e+00 -0.3093998046 3.235957e-01
## [153,] 1.792859e+00 2.320271e+00 3.895626e-01 0.4197932444 -5.373045e-01
## [154,] -1.204335e-02 1.387570e+00 -4.203609e-01 0.9868050154 -4.777773e-01
## [155,] 2.711554e+00 1.840806e-01 1.871615e+00 0.2373726349 1.538370e+00
## [156,] -7.940281e-01 -5.617153e-01 3.407366e-01 -0.3609291855 2.503022e+00
## [157,] 2.489762e-01 -2.232346e+00 6.258083e-01 1.3832738950 1.131647e+00
## [158,] -7.609348e-01 2.133611e+00 -1.889964e-01 1.3855521715 -1.842729e-01
## [159,] 7.105004e-01 3.093147e+00 -6.790478e-01 0.8117294286 -6.267332e-02
## [160,] -2.524225e+00 1.003394e+00 -8.191728e-01 2.9843745566 -1.766618e+00
## [161,] 1.156228e+00 -8.305317e-01 2.430126e+00 0.1785748195 -4.455375e-01
## [162,] 3.544311e-01 4.954483e-01 1.325776e+00 -1.5382682524 -1.399346e+00
## [163,] 1.350888e-01 1.973692e+00 -7.627816e-01 0.2826241961 5.533472e-01
## [164,] -5.508960e+00 -2.755440e+00 1.477064e-01 -1.9403115042 6.629884e-01
## [165,] 3.585605e+00 -3.111016e+00 5.856358e-01 -3.2119782000 -1.665797e+00
## [166,] -2.212908e+00 1.681460e+00 -5.958026e-01 -1.9691176912 -4.834850e-01
## [167,] 2.927961e+00 -5.351886e-01 1.962949e+00 0.1199909742 -4.008240e-01
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## [691,] -3.750629e-01 -3.241368e+00 2.419211e+00 0.7555477066 -3.255430e-01
## [692,] -1.704394e+00 -5.012316e-01 -4.553341e-02 -0.0685038178 9.663070e-02
## [693,] 7.505690e+00 3.327616e-01 -4.381226e+00 -1.8385698604 -1.398354e+00
## [694,] 3.705272e+00 -1.767702e+00 3.041227e-01 2.4233151752 1.090288e+00
## [695,] 2.994370e+00 2.622124e+00 -5.311739e-01 -0.4766735467 1.449230e+00
## [696,] -2.595676e+00 -3.585168e+00 1.249554e+00 -1.0165466299 4.588877e-01
## [697,] -4.276709e+00 2.999306e+00 -1.418947e+00 -2.7285556483 -2.905990e-01
## [698,] 7.979658e-01 -1.210799e+00 1.289437e+00 1.3034614228 -2.794479e-01
## [699,] 7.047766e+00 5.205998e-02 -2.759202e+00 -1.1402799957 -1.525092e+00
## [700,] 2.734895e+00 -4.440275e+00 -1.528953e-01 0.4794364275 -1.618964e-01
## [701,] 4.664944e+00 -3.502387e+00 -2.669688e+00 0.8748255882 4.413946e-02
## [702,] 1.914842e+00 -3.014282e-01 -9.077352e-01 1.2874857431 7.798910e-01
## [703,] -3.563187e+00 -1.298414e+00 -7.469231e-01 -0.3396850916 2.275982e-01
## [704,] -1.888342e+00 2.771480e+00 -1.550116e+00 -1.0496417651 2.621928e+00
## [705,] 3.540893e+00 -4.286570e-02 7.496002e-01 0.3442239532 2.751856e-01
## [706,] 9.381743e-01 -3.420448e-01 2.736017e-01 0.5843748520 3.103329e-01
## [707,] 6.901219e-01 2.185518e+00 -1.308638e-01 0.4388830811 -8.183553e-01
## [708,] 5.498714e+00 -1.643898e+00 -1.147347e+00 1.9888973176 -5.206166e-01
## [709,] 1.633202e+00 1.072406e+00 1.442036e+00 0.1872715972 -6.817520e-01
## [710,] -3.257307e+00 -1.181898e+00 -4.173514e-02 0.4077490456 -6.086736e-01
## [711,] -4.222510e+00 -2.748899e+00 8.581070e-01 0.7006564652 -2.309254e+00
## [712,] 3.915376e-01 1.189013e+00 -1.297294e+00 1.3697628200 1.458886e+00
## [713,] -3.820969e+00 -1.670933e+00 -5.999695e-01 0.3715703432 -4.552009e-01
## [714,] -1.932246e+00 1.094530e+00 -8.456543e-01 1.2621637584 3.330549e-01
## [715,] -2.005524e-01 -1.426943e+00 6.959439e-01 -0.8247286928 1.038821e+00
## [716,] 4.788688e-01 -5.735207e-01 7.959594e-01 0.8023487863 -9.710839e-01
## [717,] 1.140646e+01 -3.333931e+00 -6.110488e+00 -0.5532281107 -1.936645e+00
## [718,] 3.018549e+00 2.073466e+00 5.657469e-02 0.8024831684 6.832915e-01
## [719,] -2.683894e+00 1.546348e+00 2.662390e-01 -0.4656658706 -2.255487e+00
## [720,] 7.781108e+00 -5.075142e+00 -1.000097e+00 -1.1928502995 -8.480144e-01
## [721,] 4.547206e+00 -4.506067e+00 -2.040624e+00 -0.2336653054 -9.487082e-01
## [722,] 5.584283e+00 -1.185770e+00 -4.615966e-01 0.7003976050 4.012021e-02
## [723,] -3.443787e+00 -3.743504e+00 6.659521e-02 -0.3185697469 1.947887e-01
## [724,] -1.144847e+00 1.124596e+00 8.665531e-01 -1.4646777182 -1.313694e+00
## [725,] 5.655843e+00 -4.776627e-01 -2.367716e-01 -0.1435436736 3.359549e-01
## [726,] -2.219114e+00 1.306492e+00 -1.035461e+00 0.2835100519 1.854412e+00
## [727,] 2.268767e+00 -1.240861e+00 4.128206e+00 -1.7792788094 -1.353005e+00
## [728,] 7.080874e+00 -2.370856e+00 1.024734e+00 -0.7267159229 -1.491137e+00
## [729,] -1.157725e+00 5.254835e-01 -4.435023e-01 1.3429761758 2.025143e+00
## [730,] -2.116693e+00 -5.402540e-01 -1.386800e+00 1.0470579098 6.024755e-01
## [731,] -3.062478e+00 8.273682e-01 -1.632337e+00 0.3176514393 1.265737e+00
## [732,] 2.160218e+00 8.088992e-02 -5.287479e-01 1.2088345177 1.752007e+00
## [733,] 4.639877e-01 6.837611e-01 5.521646e-01 2.7491856780 -1.143660e+00
## [734,] 2.707445e+00 1.515405e-01 1.198747e+00 1.2169204894 -2.405842e-01
## [735,] 2.687608e+00 8.225327e-01 -1.645132e+00 1.6717817985 1.137914e+00
## [736,] 3.467272e+00 -5.717729e-01 1.806414e+00 0.7065258683 8.701954e-01
## [737,] -6.359120e-01 -1.346571e+00 7.685847e-01 -0.2789706976 8.118457e-01
## [738,] -4.865257e-01 -9.396707e-01 1.480211e+00 -0.2300099523 1.758899e+00
## [739,] 9.663495e-01 -2.810756e-02 1.801817e+00 2.2578162728 -1.591149e+00
## [740,] -8.074588e-01 -3.702838e-01 -2.866530e-02 0.1313159536 3.360821e-01
## [741,] 6.995934e-01 2.540405e+00 1.888472e-01 0.7469528751 -1.858455e+00
## [742,] 5.276050e-01 1.529250e+00 1.050963e-01 0.6024234225 -4.340704e-01
## [743,] -8.767060e-02 1.418219e-01 9.004277e-01 -2.6822005304 2.058229e+00
## [744,] 2.415664e+00 5.229821e-01 4.713946e-01 1.5058838058 -1.707650e-01
## [745,] 1.904189e+00 -1.879035e+00 1.230640e+00 -0.2588613130 1.053050e+00
## [746,] 1.547510e+00 -1.516933e+00 2.489980e+00 1.6882364963 -1.007797e+00
## [747,] -1.185850e+00 8.330161e-01 1.106590e+00 -1.3758365536 -1.182855e+00
## [748,] -4.556331e+00 1.819402e+00 -7.010202e-01 -2.7298996570 -2.322884e+00
## [749,] -4.167516e+00 -3.165263e+00 5.103169e-01 -0.3427725482 7.367347e-01
## [750,] -5.533199e+00 1.045108e-01 -1.578273e+00 -1.3159051249 1.076477e+00
## [751,] -2.122735e+00 2.601875e+00 -7.052337e-01 -0.2378850346 -3.286142e-01
## [752,] -5.340429e+00 -6.813230e-01 -1.368145e+00 -0.5630236104 1.833274e+00
## [753,] 1.455339e+00 1.084077e-01 -1.202839e-01 1.7763314058 2.142507e+00
## [754,] -8.741203e-01 1.225781e+00 -6.701839e-01 1.5823250447 -1.236158e-01
## [755,] -2.827562e-01 -3.600836e-01 1.336771e-01 -0.5897178189 9.860992e-01
## [756,] 9.274562e+00 -2.065098e+00 -3.021223e+00 0.7635475622 -8.343339e-01
## [757,] -3.024321e+00 9.207770e-01 -1.743211e+00 0.6243138869 1.462797e+00
## [758,] 1.919917e+00 3.422675e-01 1.191093e-01 0.6334258656 9.744956e-01
## [759,] -9.203291e-01 -1.873494e-02 2.721152e-01 -0.6507410675 2.270208e+00
## [760,] -7.557456e-01 1.199826e+00 9.207728e-01 -1.2636690173 -2.434672e+00
## [761,] 5.675735e+00 1.261201e+00 -7.384235e-01 0.4612927241 -1.492259e+00
## [762,] -1.389397e+00 5.756886e-01 -6.494113e-01 -0.2804720666 7.932932e-01
## [763,] 5.782883e-01 1.242544e+00 -9.517055e-01 0.8703900798 1.326898e+00
## [764,] 1.873976e+00 -5.955941e-01 9.148805e-01 0.3599227245 1.633662e+00
## [765,] 2.846272e-01 3.593423e+00 -5.193974e-01 0.5220195419 -6.209616e-01
## [766,] -6.548478e+00 -6.804344e-01 -1.832809e+00 -1.0487847566 2.090849e+00
## [767,] 7.736218e-01 1.103490e-01 4.054559e-01 -0.4848912395 -6.311367e-01
## [768,] 4.337340e-01 3.492950e-01 2.856235e-01 0.2071587821 9.257575e-01
## [769,] 2.333396e+00 2.003265e+00 -9.936575e-01 0.7066186947 1.057879e+00
## [770,] 6.388577e+00 1.832255e-01 -1.793539e-01 -0.0540132422 3.960645e-03
## [771,] 6.518016e-01 -6.610854e-01 -8.450430e-01 2.5771774781 2.011707e+00
## [772,] 3.404172e+00 -1.291259e-01 -5.712509e-02 1.3910414815 2.259598e+00
## [773,] 1.297391e+00 2.148066e+00 -2.634837e-01 -1.1296658833 1.428551e+00
## [774,] -2.948901e+00 1.220791e+00 5.738124e-01 -3.7491131523 6.357083e-01
## [775,] 8.640571e-01 1.700581e+00 -2.380639e-01 -1.2929935714 1.947939e+00
## [776,] -2.245216e+00 1.901971e+00 -2.310181e-01 -1.5429006616 -9.463667e-02
## [777,] -2.153979e-01 -1.100242e+00 2.986835e-01 1.4989353744 -5.035346e-01
## [778,] -7.373494e-01 -1.951933e+00 2.241840e-01 0.2364472500 5.059364e-01
## [779,] 1.054604e+00 -7.066724e-01 2.760984e-01 2.3941548789 -1.012602e+00
## [780,] 1.726425e+00 1.152807e+00 1.304867e+00 1.1185890002 -2.453132e-01
## [781,] 5.276606e-01 -1.312734e-02 1.442119e+00 -0.8502741259 -3.673592e-01
## [782,] 4.480571e+00 -5.505067e-01 3.720908e-01 -0.0761391386 7.110680e-01
## [783,] -2.726810e+00 -1.188879e+00 -7.308595e-01 0.1102104171 7.123431e-01
## [784,] -3.393357e+00 5.304374e-01 -7.975921e-01 0.0266972226 -1.089006e+00
## [785,] 1.247115e+00 1.092349e+00 4.845929e-01 -1.1239057449 2.847005e+00
## [786,] -2.825623e-01 1.287070e+00 -1.220916e+00 0.6278398091 1.120055e+00
## [787,] 2.806442e-01 -1.610202e+00 -8.226543e-03 -0.0419094577 4.674964e-01
## [788,] -1.651908e+00 -4.747742e-01 1.364238e-01 3.4924378051 -8.601724e-01
## [789,] -1.307713e+00 8.274863e-02 -6.462142e-01 1.6564375566 2.508438e-01
## [790,] 5.319322e+00 -1.094850e+00 -4.137895e-02 -0.9293564781 1.349852e+00
## [791,] -2.473411e+00 -1.211696e+00 1.161684e-01 1.1992138091 6.730753e-02
## [792,] -2.357998e+00 1.059241e+00 -1.039669e+00 0.7062246976 -6.704339e-01
## [793,] 5.942116e-01 -5.296498e-01 -3.822923e-01 -0.0499054295 1.884614e+00
## [794,] -2.359994e+00 -1.788488e+00 8.211948e-01 1.5153163113 -5.448118e-01
## [795,] 3.252878e+00 1.783006e+00 8.490926e-02 -0.6925516577 3.147263e-01
## [796,] 8.630754e-01 -1.352980e+00 1.045179e+00 -0.7696221693 1.171174e+00
## [797,] -2.170843e+00 3.479037e+00 -1.012667e+00 0.1618228684 -2.386179e+00
## [798,] 7.154982e-01 -1.462088e+00 2.955697e-01 0.2091949968 -4.179503e-01
## [799,] -2.674227e+00 -9.631020e-01 4.026772e-01 0.7042097535 -2.109857e+00
## [800,] 8.356999e-01 1.167140e+00 -9.823170e-02 -0.5012663158 2.223931e+00
## [801,] 4.610577e+00 -4.883728e-02 4.734096e-01 -0.4481098156 9.598717e-02
## [802,] 9.055989e-01 -1.372521e-01 1.177181e+00 3.4567063185 -9.290023e-01
## [803,] 5.176331e-01 8.130622e-01 -1.223181e-01 -0.1832355164 8.659266e-01
## [804,] 1.817216e+00 3.286788e+00 -1.800717e-01 0.6359587867 -6.335945e-01
## [805,] 6.055754e+00 -1.094237e+00 8.225345e-01 -0.8830059151 -3.311147e-01
## [806,] -1.100615e+00 -1.137876e+00 1.683395e-01 -0.0327208484 3.809316e-01
## [807,] -3.792746e+00 -4.550157e+00 -1.003348e-01 -1.0784584036 -5.683265e-01
## [808,] 3.198159e+00 2.461341e+00 4.692675e-01 1.0788179493 -5.265072e-01
## [809,] 1.554086e+00 2.619764e+00 -4.238337e-01 0.6707827164 2.918338e+00
## [810,] 2.078724e+00 1.386076e+00 1.133151e-01 0.1220532966 8.416229e-01
## [811,] 1.935833e+00 -2.634715e-02 1.679139e+00 0.9971375341 -1.303667e+00
## [812,] 1.097858e+00 1.512323e-01 2.360371e+00 -1.1714822583 -1.342548e+00
## [813,] 2.240182e+00 8.353969e-01 9.720983e-01 -0.3532316863 -3.049694e-01
## [814,] 1.669802e+00 1.288109e+00 2.086063e+00 -0.3128943492 -2.478903e+00
## [815,] 1.427150e+00 6.685110e-01 -5.194452e-01 1.0327756626 1.310952e+00
## [816,] -6.355645e-01 3.439412e+00 -3.939373e-01 0.9383207744 -1.943836e+00
## [817,] 4.537060e-01 2.766086e+00 -6.803090e-01 1.4017385717 -5.107748e-01
## [818,] -7.256528e-01 -3.024166e+00 1.975334e+00 -1.9216573630 5.186358e-01
## [819,] 3.452278e-01 -4.421316e-01 1.053191e+00 -2.4126936113 -6.281263e-02
## [820,] 1.325416e+00 1.351914e+00 -3.531622e-03 1.1484082844 -3.128646e-01
## [821,] 3.816377e+00 8.511911e-01 5.831341e-01 1.4705043841 -1.068253e+00
## [822,] 7.864843e-01 -2.418245e+00 -1.305356e+00 1.1294367369 1.060472e+00
## [823,] 5.934765e+00 5.459313e-01 2.087370e-01 -0.2690238190 -6.483461e-04
## [824,] -1.940586e-01 1.172800e+00 -3.954632e-01 -0.4402104062 1.426471e+00
## [825,] 1.653580e+00 -1.213932e+00 4.896684e-01 1.7020129704 1.170698e+00
## [826,] 3.992957e+00 -1.984326e+00 2.100735e+00 -0.8885678233 -1.104755e+00
## [827,] 2.866944e+00 1.186625e+00 -1.217793e-01 1.6589877146 -3.289114e-01
## [828,] 1.182925e+00 3.858734e-01 -2.271765e+00 2.7431395617 1.857568e+00
## [829,] -5.599241e-01 6.532009e-01 1.098528e+00 0.6251166166 -2.078795e+00
## [830,] -1.859802e+00 -2.332845e+00 -2.515374e-01 -0.1566896581 6.943568e-01
## [831,] 1.334920e+00 -2.767882e-01 1.421707e+00 -3.6940896329 -8.916947e-01
## [832,] -4.416966e+00 -2.386916e+00 3.973071e-01 -0.9391659293 1.313338e+00
## [833,] 6.460551e+00 1.107793e+00 -3.430862e-01 -0.0950957121 -3.739996e-01
## [834,] 3.105245e+00 8.113104e-01 1.201744e+00 -0.4411704001 1.455622e+00
## [835,] -1.726867e+00 -1.823752e+00 1.760431e+00 -3.6703541028 1.979644e+00
## [836,] 2.740054e+00 2.165825e-01 2.400375e+00 0.4693599038 -1.817842e+00
## [837,] -1.476219e+00 2.092706e+00 2.545473e-02 -1.9220817844 -8.308551e-01
## [838,] 3.299373e+00 -1.261884e-01 1.578688e+00 -1.1602776147 3.515452e-01
## [839,] 1.596226e+00 3.507703e-01 2.831155e-01 -0.0842066626 2.433891e+00
## [840,] 2.028701e-01 3.558495e+00 -4.424551e-01 -0.6419788727 8.808215e-01
## [841,] 2.031875e-01 3.079293e+00 -8.357749e-01 -1.0954889617 2.546747e+00
## [842,] 1.117892e+00 -4.399176e-01 1.558492e+00 -1.5513220629 2.285842e+00
## [843,] 1.916675e+00 1.989514e+00 2.726329e-01 0.2853599682 -8.639288e-01
## [844,] -6.766593e+00 -1.416864e+00 -5.286873e-01 -0.6098202580 -1.565970e+00
## [845,] 4.563279e-01 2.423072e+00 -9.084785e-03 -0.8897259290 2.341707e-01
## [846,] 4.825020e+00 2.964338e+00 -2.790924e+00 0.3628588810 7.442707e-01
## [847,] -1.729413e+00 -8.503922e-01 -5.779760e-01 2.5001195421 -2.143621e-01
## [848,] -3.068064e-02 -3.469062e+00 -2.132959e-01 -0.6754908355 7.888512e-01
## [849,] -1.374715e+00 1.101366e+00 -2.681512e-01 0.8043799181 -2.020687e+00
## [850,] -2.659718e+00 7.957752e-01 -7.349866e-01 1.7497049104 -1.943055e+00
## [851,] 5.222884e-02 -1.817084e+00 3.086105e-01 2.4538191561 1.003652e+00
## [852,] -6.775550e-01 -2.040346e-01 -7.104190e-03 0.3780731125 4.373059e-01
## [853,] -8.760848e-02 -2.003735e+00 9.813890e-01 -0.7923497162 7.359935e-01
## [854,] -2.854117e+00 2.417764e+00 -1.431188e+00 -1.2084340877 2.561273e+00
## [855,] 1.457301e-01 3.597300e+00 -1.164975e+00 -0.1989102043 7.096342e-01
## [856,] 4.318273e-01 5.332090e-01 -9.004969e-01 0.9310854305 1.632488e+00
## [857,] -1.553284e+00 2.470514e+00 -9.863451e-01 -0.6350862327 2.158931e-02
## [858,] 2.641882e+00 2.150396e+00 6.268004e-01 0.1473407088 -8.706726e-02
## [859,] 1.063049e+00 9.333137e-01 2.663685e-01 -2.5995014830 9.511658e-01
## [860,] -7.565039e-01 -1.131731e+00 1.284571e+00 -4.2800894740 2.358111e-01
## [861,] 1.990947e-02 1.741976e+00 -3.191102e-01 0.2007910020 -4.472543e-01
## [862,] 1.309209e+00 -2.926556e+00 1.587272e-01 -0.4464433387 4.197070e-01
## [863,] -1.265517e+00 -6.884116e-01 2.969640e-01 2.6845170531 -1.496217e-01
## [864,] 1.573319e+00 -2.612613e-01 3.512803e-01 1.1367285929 2.299598e+00
## [865,] 1.379789e+00 -2.072264e+00 2.323518e+00 0.6569514851 1.258984e+00
## [866,] 3.677552e+00 1.344825e+00 2.148307e+00 -0.3386514831 -2.649626e+00
## [867,] -3.038519e+00 3.303852e+00 -6.024853e-01 -1.0012611160 -2.185952e+00
## [868,] -2.486282e+00 1.867045e+00 -5.076668e-01 -3.4477412056 1.055664e+00
## [869,] 4.510481e+00 2.780306e-01 -1.512864e+00 -2.5380601381 -2.050932e+00
## [870,] 1.827058e+00 2.385279e-01 1.185564e+00 -1.3847060524 -6.602482e-01
## [871,] 5.247856e+00 -3.584406e+00 -4.313007e-01 -0.8320189597 -1.352589e-01
## [872,] 4.214578e+00 4.137750e-01 9.067046e-01 1.7637938888 -6.445685e-01
## [873,] 1.735877e+00 -2.704075e-01 1.367669e+00 1.0173970195 -1.880689e+00
## [874,] 6.169578e+00 1.218368e+00 -4.302566e-01 0.0388577934 -1.989044e+00
## [875,] 3.666586e+00 2.123378e+00 -4.497747e-01 0.8976994513 -5.127673e-02
## [876,] -2.100972e+00 -3.297907e+00 9.206053e-01 1.9623157045 1.082727e+00
## [877,] 1.198645e+00 7.460398e-01 1.391365e+00 -2.4016901523 -3.521268e-01
## [878,] -2.992268e+00 1.904772e+00 -2.266458e-01 -1.9575724882 -1.372766e+00
## [879,] -1.624701e+00 -1.025690e+00 -2.743206e-01 0.0540489515 7.526309e-01
## [880,] -1.931613e+00 2.660844e+00 -6.867732e-01 -0.9429383076 -6.035037e-01
## [881,] -2.323730e+00 -2.091080e+00 8.330337e-01 0.9441716618 -5.989409e-01
## [882,] 3.612519e+00 -2.639503e+00 -2.755463e+00 1.9104396025 1.614179e+00
## [883,] 6.187718e-01 1.781427e+00 2.020170e-01 0.2540175700 -6.735593e-01
## [884,] 7.198907e-01 -2.967766e-02 1.024488e+00 -2.4177901908 -5.708081e-01
## [885,] 1.853093e+00 -4.687973e-02 2.583544e+00 -0.8168013704 -6.177123e-01
## [886,] 4.105579e+00 5.190169e-01 2.072247e+00 0.3132296618 3.832824e-01
## [887,] -4.750827e+00 -2.360827e+00 2.282153e-01 0.5380362195 -1.051700e+00
## [888,] -1.855688e+00 3.837783e+00 -1.365386e+00 -0.1289025067 -5.502972e-01
## [889,] -3.651368e+00 -1.651325e+00 -2.084149e-01 1.7756177110 -1.150508e+00
## [890,] -6.398468e-01 -1.550543e+00 1.145295e+00 -0.1738513811 1.344304e+00
## [891,] -4.865138e+00 -1.580448e+00 -6.464754e-02 -0.0669150581 -1.118248e+00
## [892,] -1.353721e+00 1.528681e+00 -4.399479e-01 0.8607648608 -6.215396e-01
## [893,] -5.648518e-01 -1.708208e-01 3.117716e-01 2.5261549466 -1.057248e+00
## [894,] -5.002548e-01 -1.762913e+00 5.894811e-01 1.3764222172 -5.609376e-01
## [895,] 1.916890e+00 4.580287e+00 -7.746469e-01 0.3763324921 -1.803567e+00
## [896,] 1.829191e+00 2.460027e+00 -4.212465e-01 -0.2197912052 -1.209652e+00
## [897,] -4.476615e+00 -2.874131e+00 -5.003904e-01 0.3567407832 8.024091e-03
## [898,] 1.848001e+00 -2.534816e-01 5.645528e-01 0.2960812690 8.949598e-01
## [899,] -3.426918e+00 3.237951e+00 -1.653633e+00 -2.6286501508 2.177498e+00
## [900,] 1.834365e+00 7.613535e-01 1.550089e+00 -2.1600855280 -3.714135e-01
## [901,] -1.249762e+00 1.881092e+00 -9.864585e-01 -2.1697513889 6.243663e-01
## [902,] 5.947176e-01 -1.904795e+00 1.289511e+00 -1.6186002875 1.395482e+00
## [903,] 8.317864e-01 -1.100964e+00 1.317901e+00 0.8824373718 -1.416623e-01
## [904,] 4.233049e+00 -1.224330e+00 7.063396e-02 0.8600257874 1.097005e-01
## [905,] 3.302463e+00 6.849645e-01 1.452781e+00 0.3946237534 1.336028e+00
## [906,] -2.825397e+00 9.890406e-01 -1.121329e+00 -0.9530226296 9.101968e-01
## [907,] 2.791320e+00 -1.898869e-01 1.272862e+00 0.3222968097 6.468360e-01
## [908,] 2.164041e+00 1.822810e+00 -7.898421e-01 0.0047914836 1.372734e+00
## [909,] -1.356202e+00 1.704588e+00 -4.398606e-01 0.1077972497 -7.892239e-01
## [910,] -1.388407e+00 -1.605430e+00 1.006626e-01 0.7057131391 1.494868e+00
## [911,] -9.094028e-01 -1.029425e+00 4.369298e-01 -0.7629768366 8.076549e-01
## [912,] 1.012844e+00 7.394945e-01 1.422291e+00 -1.4118221302 -1.138008e+00
## [913,] 2.033916e+00 2.163746e+00 5.500693e-01 0.9443391291 -2.267313e-01
## [914,] -5.270166e-01 2.595988e+00 -2.119256e-01 0.6342433104 -2.016353e+00
## [915,] 3.250506e+00 2.311898e+00 -1.026015e+00 0.6577261329 1.573067e+00
## [916,] -3.053619e-01 3.059583e+00 -6.335703e-01 -2.5436165122 2.213025e+00
## [917,] -1.924775e+00 -4.359134e-01 3.285733e-01 -2.7626462551 8.742832e-01
## [918,] 2.425432e+00 -4.268586e-02 2.274843e+00 -2.2384198385 7.921655e-01
## [919,] -1.081558e+00 2.188038e+00 -1.680851e-01 -1.6696119870 1.560763e+00
## [920,] -8.307424e-01 3.178778e+00 -1.395670e+00 -1.0975893279 6.598105e-01
## [921,] 7.329674e-01 1.036643e+00 -1.153004e-01 0.6997757135 -9.951332e-02
## [922,] 3.723672e+00 2.423632e+00 2.112761e-02 -0.8774323299 9.988686e-01
## [923,] -2.805068e+00 -2.072697e-01 -5.405988e-01 0.7123766584 -7.484118e-01
## [924,] -2.401072e+00 2.338212e+00 -1.041856e+00 1.4351674600 -1.711461e+00
## [925,] -1.840694e+00 2.455971e-01 -7.815904e-01 0.4119324497 3.341040e+00
## [926,] -2.660051e-01 3.307035e+00 -1.822170e+00 0.6568591461 6.705028e-01
## [927,] -1.152610e-01 1.466998e+00 -2.232489e-01 0.6032955633 -1.021304e+00
## [928,] -4.267413e+00 -2.365637e-01 -1.819241e+00 0.5797632291 2.038236e+00
## [929,] 4.389479e+00 -2.347389e+00 -2.018103e+00 1.4907493340 3.959381e-01
## [930,] -4.440934e+00 -2.142091e+00 -1.634542e-01 0.0425180239 2.059130e+00
## [931,] -5.223745e+00 -2.501400e+00 -2.069074e-01 -1.9806192572 2.090718e+00
## [932,] -4.218159e-01 -4.764476e-01 2.642561e+00 -1.3274815150 -2.495043e+00
## [933,] -7.452551e+00 -4.712233e-01 -9.361334e-01 -1.3553695924 -1.852015e+00
## [934,] -3.625124e+00 -3.585369e+00 7.789882e-01 -0.6049726535 1.934342e+00
## [935,] -2.057977e+00 -5.287923e+00 8.245745e-02 -0.6327282873 -2.704178e-01
## [936,] -3.155311e+00 -3.634735e+00 1.381339e+00 -0.2886693115 2.401997e-01
## [937,] 1.635603e-01 -2.907900e+00 -6.544731e-01 -0.0743650818 -1.232182e+00
## [938,] -8.635288e-01 -5.912315e-01 6.975309e-01 2.3782108318 -1.571234e+00
## [939,] 1.928342e+00 1.130876e+00 3.126312e-01 -0.6166191090 6.234278e-01
## [940,] 1.016172e+00 1.763296e+00 1.230883e-01 -1.5609514825 2.895484e-01
## [941,] 7.865121e-01 -1.467059e+00 -9.932804e-01 1.4699657433 9.649900e-01
## [942,] -8.126436e-01 -4.374045e-01 1.596412e-01 1.6690948755 -1.387679e+00
## [943,] 4.979410e+00 -2.123903e-02 -1.964742e+00 1.0866791727 -8.403512e-02
## [944,] 5.108803e-01 1.232968e+00 3.900980e-01 0.4156060875 -1.816868e+00
## [945,] -4.180203e+00 2.638442e+00 -1.340534e+00 2.1422638876 -2.437296e+00
## [946,] 1.232281e+00 3.449889e+00 -1.238205e+00 -0.5476465516 4.781235e-01
## [947,] -1.544022e+00 -2.207680e+00 1.205017e+00 0.9569793562 -1.170034e+00
## [948,] -5.264622e+00 -3.062607e+00 5.878168e-02 0.1857802796 -4.606547e-01
## [949,] -2.613727e+00 -1.285215e+00 1.052634e+00 1.6639636079 -1.779875e+00
## [950,] -8.842865e-01 -2.911108e-02 -9.540836e-01 0.2846096713 1.637510e+00
## [951,] 2.453561e+00 2.122379e+00 -3.032502e-01 -0.0898495930 6.946538e-01
## [952,] -7.285296e+00 -9.181286e-01 -1.341024e+00 -0.8546332659 -8.507748e-01
## [953,] 2.811911e+00 1.664790e+00 -1.024402e+00 -0.4988296341 1.513767e+00
## [954,] -4.890805e-01 -6.458474e-01 9.173794e-01 1.4167142967 2.297968e-01
## [955,] -9.639695e-01 -5.173575e-01 1.322900e+00 -3.2492389056 1.069300e+00
## [956,] 9.364931e-01 -1.505609e+00 8.139298e-01 -0.5108305212 -3.356415e-01
## [957,] -7.657271e-01 3.488323e+00 -1.422602e+00 0.6994772962 -9.390203e-03
## [958,] -7.664500e+00 6.609676e-01 -1.037301e+00 -0.7069364771 -3.230413e+00
## [959,] 1.464812e+00 1.927704e+00 1.179501e+00 0.1258047943 -1.180216e+00
## [960,] -2.213094e+00 -1.791971e+00 -6.845696e-01 0.9848249507 1.319079e+00
## [961,] -3.749518e+00 1.303666e+00 -1.958661e+00 0.0544235495 7.666238e-01
## [962,] -1.780937e+00 -3.054522e+00 8.565851e-01 0.1219806263 -9.779631e-02
## [963,] 1.147898e+00 -4.856487e-01 8.297821e-01 -0.6228187269 1.390749e+00
## [964,] 2.826848e+00 5.692999e-01 5.376456e-01 1.8433404251 1.491074e+00
## [965,] -2.064573e+00 -2.610827e+00 -1.092440e+00 0.0202855899 6.045385e-01
## [966,] -4.332359e+00 -1.199873e+00 -1.049470e+00 -0.5385156349 -5.617379e-01
## [967,] 5.843209e-01 1.148568e-01 1.062352e+00 2.4239872357 -1.291449e+00
## [968,] -3.365575e+00 -9.240803e-01 -1.144372e-01 0.8832832439 -2.204363e+00
## [969,] 8.273739e-01 2.296770e+00 -7.202521e-01 -0.1390943871 6.962421e-01
## [970,] -3.993406e+00 1.854296e+00 -1.453864e-01 -2.3336283468 -1.954226e+00
## [971,] 4.174042e+00 2.625849e+00 4.113879e-01 0.8573558185 -8.102234e-01
## [972,] -1.388415e+00 6.790271e-01 1.511409e+00 -2.4546598672 -2.403171e+00
## [973,] 6.263100e+00 2.239105e-02 -3.417640e+00 -0.8355839410 -1.553860e-01
## [974,] -3.121781e+00 -2.649934e+00 1.466474e+00 1.6212272915 -1.699836e+00
## [975,] -3.244361e+00 -1.606137e+00 -2.121989e-01 -0.4681148746 2.193462e-01
## [976,] -5.846450e-01 8.577310e-01 1.498230e+00 -2.1818747004 -3.348262e+00
## [977,] 7.590077e-01 1.832735e+00 1.831944e+00 -0.3037552158 -2.481525e+00
## [978,] 2.752043e+00 5.828141e-01 1.064221e+00 -0.8417672806 2.675052e-01
## [979,] 6.768073e-01 -1.095058e-01 1.412111e+00 -1.5660440392 -1.922111e+00
## [980,] -1.214170e+00 -1.291142e+00 -3.730600e-01 0.1704322709 1.779069e+00
## [981,] 8.852304e-01 -1.321502e+00 1.248873e+00 -3.0439565837 2.460834e-01
## [982,] -1.175028e-02 9.107432e-01 4.608059e-01 -0.6281326223 2.528101e-01
## [983,] -4.552005e+00 7.105193e-01 -4.631716e-01 1.7640983228 -2.280277e+00
## [984,] -3.560695e+00 3.666373e+00 -9.469071e-01 -0.8826496070 -2.990696e+00
## [985,] 7.689708e-01 -2.056730e+00 9.523450e-01 1.2916463751 -3.266017e-01
## [986,] 6.015038e-01 6.293828e-01 1.022126e+00 1.1776296798 -1.041675e+00
## [987,] -5.661334e+00 1.699324e+00 -1.422171e+00 0.9504885643 -1.671588e+00
## [988,] 3.982780e+00 1.270156e+00 7.976089e-01 0.1460827898 -2.411669e-01
## [989,] -3.525081e+00 5.359904e-01 -8.609779e-01 2.0813934468 -1.521367e+00
## [990,] -6.382055e-01 1.350891e+00 -6.944074e-01 -0.1844502227 6.168756e-01
## [991,] 2.097688e+00 1.160293e+00 9.744171e-01 0.7379156844 -2.140279e+00
## [992,] 6.770705e+00 6.788300e-01 2.761313e+00 0.2634729907 -9.157653e-01
## [993,] -1.230452e+00 -3.871747e-01 5.889972e-01 -2.9070671573 -2.362675e-01
## [994,] -3.418953e+00 1.343387e+00 -2.167077e+00 1.0701408940 6.032875e-01
## [995,] -2.099027e+00 2.210404e+00 -1.674456e-01 -1.7125362734 1.739016e+00
## [996,] 7.035337e-01 2.244211e+00 4.677399e-01 0.5326482223 -9.733622e-01
## [997,] -1.792518e+00 9.331360e-02 -1.207169e+00 0.0235251236 2.804563e+00
## [998,] -1.880239e+00 5.745743e-01 -6.522339e-01 2.2958885401 5.720743e-01
## [999,] -1.450820e+00 -8.019722e-01 -1.316819e-01 0.2247238206 -6.361306e-01
## [1000,] -1.728662e+00 1.877642e+00 -7.114081e-01 -1.3192030884 8.306099e-02
## [1001,] 1.223590e+00 -1.709828e-01 1.361997e+00 -0.2759066714 1.249120e-01
## [1002,] 2.234157e+00 1.881451e+00 2.606293e-01 1.8989951976 -1.583851e+00
## [1003,] -2.170516e+00 7.456958e-01 -1.257482e+00 1.2233978959 7.526819e-01
## [1004,] 2.841685e+00 -1.546847e+00 1.510974e+00 -2.3456399919 -5.979963e-01
## [1005,] -2.778194e+00 -9.651719e-01 -3.585525e-01 0.0319983494 1.356382e+00
## [1006,] 4.973925e-01 -4.456477e-01 1.099302e+00 1.1748711649 -5.504604e-01
## [1007,] -3.942629e-01 4.216122e-01 1.234441e+00 -1.9119964604 -1.221011e+00
## [1008,] -1.716587e+00 -2.341113e+00 -2.071004e-01 0.8956679792 9.256185e-01
## [1009,] 4.174863e-01 3.504178e-01 1.810819e+00 -2.1047453611 -1.246022e+00
## [1010,] 6.302225e+00 -2.349045e+00 -6.141370e-01 -0.1950926673 -5.324337e-01
## [1011,] 4.661989e+00 -2.243535e+00 8.383974e-01 -0.7030623409 8.129515e-02
## [1012,] 3.091889e+00 2.609139e+00 1.113795e+00 -0.1531893019 -6.399405e-01
## [1013,] 1.269887e+00 1.189806e+00 1.823042e+00 -0.3385558007 -2.379064e+00
## [1014,] 2.316230e-01 3.050638e+00 -9.063624e-01 0.0714417363 2.137831e-01
## [1015,] -1.442386e-01 1.083689e+00 -4.632110e-01 1.3230546267 2.678461e-01
## [1016,] 3.384923e+00 3.792452e-02 6.365819e-02 0.8492907568 -3.398263e-01
## [1017,] -5.384272e+00 -1.215681e+00 -1.200217e+00 -0.4051863501 4.054159e-01
## [1018,] 6.336228e+00 -3.430674e+00 -1.813992e+00 -4.1698436462 -2.472508e+00
## [1019,] 3.101892e+00 1.688160e-03 1.967763e+00 -0.2304963485 -1.029106e+00
## [1020,] 4.507980e+00 -6.487514e-01 -9.297010e-01 1.3165208732 1.007263e+00
## [1021,] -2.733177e+00 -2.969053e+00 7.934539e-01 -0.4112854611 4.064877e-01
## [1022,] 4.043275e-01 1.052135e+00 2.803485e-01 -1.5993886492 4.915688e-02
## [1023,] -8.509921e-01 2.781804e+00 -7.435956e-01 -0.5563591408 -1.388127e-01
## [1024,] 2.162533e+00 4.957873e-01 1.085549e+00 -0.2366330998 6.656110e-01
## [1025,] -8.339276e-02 3.491578e+00 -1.032041e+00 0.9389822784 -4.787938e-01
## [1026,] -1.481057e+00 -6.972986e-01 1.268643e-01 2.3683176828 -9.602488e-01
## [1027,] -4.966405e+00 -2.301490e+00 6.548153e-01 -0.7819821930 -1.318497e+00
## [1028,] 2.753428e+00 -1.453683e+00 1.948667e+00 -0.0327509562 8.558226e-01
## [1029,] -2.939710e-01 -1.395748e+00 3.928721e-01 1.4044989691 -5.932280e-01
## [1030,] 8.501579e-01 1.245378e+00 -2.035641e-01 -0.4242908703 1.521685e+00
## [1031,] -2.062651e-01 -2.654149e+00 -1.642386e+00 1.7269179144 1.222873e+00
## [1032,] -3.284918e+00 1.698066e+00 -1.816570e+00 -0.6594068033 2.761252e+00
## [1033,] 7.941562e-02 7.158047e-01 4.546577e-01 -0.6237371900 3.459775e+00
## [1034,] 2.013277e+00 1.205036e+00 -1.881125e-01 0.3161897312 1.248932e+00
## [1035,] -5.472692e+00 -1.016326e+00 5.218696e-03 -0.3247164295 -2.451507e+00
## [1036,] 3.695505e+00 -2.887974e+00 7.733436e-02 1.4060276003 1.164191e+00
## [1037,] 1.223867e+00 1.509312e+00 -8.200594e-02 -2.1936500570 3.438041e-01
## [1038,] -9.958564e-02 2.904882e+00 -4.946846e-01 -0.7882518504 -7.804050e-01
## [1039,] -2.485213e-02 7.798912e-01 -3.424976e-01 1.9455644535 2.428178e-02
## [1040,] 1.584748e+00 -1.312499e+00 1.795871e+00 -0.5178123975 4.061097e-01
## [1041,] 2.689304e+00 9.452582e-01 1.581817e+00 -0.0129974380 -6.827211e-01
## [1042,] -1.702441e+00 -2.826582e+00 -1.223727e-01 -0.3719074988 6.937607e-01
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## [1045,] -2.275854e+00 4.182229e-01 3.851314e-01 1.0108076293 -2.368807e+00
## [1046,] -3.948263e+00 2.202292e+00 -1.243556e+00 0.8956573297 -1.844868e+00
## [1047,] -3.157336e+00 -4.200574e-02 -5.556781e-01 0.0491828722 1.086067e+00
## [1048,] -4.205639e+00 1.813220e+00 -9.311237e-01 -0.3535239924 -6.866534e-01
## [1049,] 1.055643e-02 1.322148e+00 -4.992448e-01 -1.1168159661 4.721780e-01
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## [1051,] 2.849750e+00 2.007488e+00 5.098714e-01 -0.7804807721 -2.313529e-01
## [1052,] -2.654979e+00 -2.141425e+00 5.370420e-01 0.2234628246 -6.291900e-01
## [1053,] 2.217579e-01 -1.553369e+00 2.044738e+00 0.6936891630 -9.384576e-01
## [1054,] 2.183247e+00 3.031418e+00 -6.787631e-01 -0.1488263198 1.940085e+00
## [1055,] 4.349034e+00 -8.517226e-01 6.474563e-01 -1.6202731988 -5.153483e-01
## [1056,] 5.342471e+00 6.841034e-01 -4.045319e-01 0.4652000096 -1.910656e+00
## [1057,] -4.281145e+00 1.688354e+00 -1.253389e+00 1.7021688359 -2.152058e+00
## [1058,] 1.726199e+00 9.434182e-01 6.673132e-01 0.4086774406 -5.846413e-01
## [1059,] -1.101644e+00 -1.861510e+00 6.416996e-01 0.8204506113 1.580880e+00
## [1060,] 7.523359e-02 -7.512509e-01 5.203001e-01 0.2780313563 1.176694e+00
## [1061,] -4.139717e+00 7.530191e-01 -2.005695e+00 1.1370677093 2.660201e-01
## [1062,] 1.502462e+00 2.555460e+00 -6.857237e-01 -0.2744684324 8.377469e-01
## [1063,] 3.427382e+00 -1.847761e-01 8.266281e-01 -2.3463318736 -3.836258e-01
## [1064,] -1.565035e+00 3.313625e+00 -7.593884e-01 -2.0742607116 7.877526e-01
## [1065,] -6.729105e-01 -2.594297e+00 -1.811630e-01 0.5768762392 9.807247e-01
## [1066,] 3.516809e+00 -6.925171e-02 -2.843045e-03 1.6383168782 2.366648e+00
## [1067,] -1.703051e-02 9.734114e-01 -6.856360e-01 1.5508731162 3.660794e-02
## [1068,] 2.456253e+00 3.602149e+00 -6.205263e-01 0.6587618229 -7.297225e-01
## [1069,] -3.840994e+00 1.204668e-01 4.175577e-01 0.8557921505 -2.193608e+00
## [1070,] -1.903156e+00 -3.109824e+00 -4.992950e-01 1.5302280227 1.141195e+00
## [1071,] 4.081588e-01 2.910485e+00 -7.518804e-01 -0.6494325492 8.867145e-01
## [1072,] 1.398857e+00 -5.775421e-01 1.887488e+00 -0.1838325103 -4.965446e-01
## [1073,] -2.398941e+00 -1.502234e+00 7.821586e-01 1.1910084823 6.389377e-01
## [1074,] 2.556519e+00 3.560472e+00 -1.695650e-01 0.7990931743 -5.400352e-01
## [1075,] -3.596733e+00 1.224880e+00 1.052621e-01 0.8438252265 -2.481563e+00
## [1076,] 5.187113e+00 -2.368494e+00 -2.872481e+00 0.9446616070 -1.803248e-01
## [1077,] 2.383531e+00 2.176789e+00 3.314412e-01 -0.9088133186 1.244313e+00
## [1078,] -1.021020e+00 -3.510864e-01 -3.514816e-01 0.0490640366 7.713171e-01
## [1079,] 1.109796e+00 4.366617e-01 1.042016e+00 -0.3408039705 3.685438e-01
## [1080,] 1.237674e+00 1.274688e+00 -1.702178e-01 0.2665191393 6.899680e-01
## [1081,] -1.238403e+00 -5.494002e-01 -5.010707e-01 -0.1541259822 1.115351e+00
## [1082,] 1.382673e+00 2.584184e-02 8.311650e-01 0.1491399598 6.836016e-01
## [1083,] -2.246288e+00 -1.390623e+00 8.420993e-01 -0.5475551309 -1.703792e+00
## [1084,] 2.160864e+00 -6.626585e-01 1.216619e+00 0.2468881322 1.570978e+00
## [1085,] 4.723711e-01 1.722692e+00 1.263492e-01 2.5626997761 -1.047562e+00
## [1086,] 1.766429e+00 -5.998994e-01 1.313491e+00 -0.3932226210 2.094278e+00
## [1087,] 9.132822e-02 1.495475e+00 3.841481e-01 -1.9337096071 1.684973e-01
## [1088,] 1.301295e+00 -1.767019e+00 1.461282e+00 2.2104979664 1.555676e+00
## [1089,] -3.545489e+00 -1.769241e+00 -1.181984e+00 -0.0973001123 8.138414e-02
## [1090,] -4.927932e+00 -1.448323e+00 -7.115455e-01 -0.6902956255 -1.051224e+00
## [1091,] -2.607139e-01 -9.245712e-01 2.612622e-01 2.3972320752 -4.815350e-02
## [1092,] -6.368758e-01 -1.168509e+00 1.042258e+00 -0.1579346900 -3.004761e-01
## [1093,] 2.458073e+00 -1.656577e+00 -1.215982e-01 0.0994900980 6.720960e-01
## [1094,] 1.794193e+00 9.358580e-01 1.146988e+00 -1.3731776933 -4.589962e-01
## [1095,] -1.511922e+00 -4.804005e+00 1.217851e+00 1.0472254190 -7.508616e-01
## [1096,] -4.684854e-01 2.285522e+00 -8.371320e-01 -1.8356556584 4.327310e-01
## [1097,] 2.735533e+00 3.836852e-01 1.366359e+00 -0.3452893186 2.291545e+00
## [1098,] 3.923982e-01 1.307375e-01 -1.801374e-01 1.2818573529 1.410560e+00
## [1099,] -2.437441e+00 2.259540e+00 6.976897e-02 -1.3186519261 -2.535825e+00
## [1100,] 2.947234e+00 8.982724e-01 5.299448e-01 0.4313895983 4.793128e-01
## [1101,] 2.454271e+00 2.232234e+00 8.717998e-02 -1.6132536278 6.772973e-01
## [1102,] 9.487232e-01 -4.821970e-01 -1.336170e+00 1.1264257391 1.259457e+00
## [1103,] 3.787836e+00 1.433047e+00 1.277755e+00 -1.2995620898 2.825484e-01
## [1104,] 6.225331e-01 -5.582975e-01 2.165988e+00 -1.4370222084 -1.310101e+00
## [1105,] 3.058940e+00 3.418771e+00 -1.057318e+00 0.7096323949 1.114235e+00
## [1106,] -5.747235e+00 -3.156989e+00 8.845786e-01 -0.0062854727 -2.828729e+00
## [1107,] -5.311460e+00 -1.382486e+00 -2.741514e-01 -0.0152306061 -9.940015e-01
## [1108,] 7.263440e-01 1.221065e+00 -1.658388e-02 0.5733199193 -6.806564e-01
## [1109,] -6.896573e+00 -2.441391e-01 -1.357796e+00 -0.3774226274 -7.539155e-01
## [1110,] 8.748418e+00 -3.805729e+00 -4.765164e+00 0.0825505796 -8.103999e-01
## [1111,] 4.643836e+00 1.151644e+00 2.486115e+00 -0.0175209281 -1.109330e+00
## [1112,] 1.595926e+00 1.547157e+00 6.491198e-01 0.2851705362 1.695076e-02
## [1113,] -6.247328e+00 -2.464850e+00 -2.188628e-01 -0.0746095862 -1.302883e+00
## [1114,] 2.948576e+00 7.630917e-01 2.197400e+00 0.6537515092 -1.940285e+00
## [1115,] 3.890983e+00 6.352386e-01 1.457028e+00 0.6340028185 1.208436e+00
## [1116,] 2.624577e-02 -1.946253e+00 5.793948e-01 1.4122819838 8.226516e-01
## [1117,] 3.360079e+00 -1.217865e+00 -1.338214e-01 0.5041127591 1.079683e+00
## [1118,] 1.700788e-01 -1.129070e+00 9.909556e-02 0.9495492815 1.042528e+00
## [1119,] -2.673987e-01 -1.413152e-01 1.362882e+00 0.9033449498 -2.067800e+00
## [1120,] -1.237577e+00 3.032181e+00 -9.234579e-01 0.6924860168 -5.368298e-01
## [1121,] 4.946104e+00 -5.739662e-01 8.685847e-01 -1.0913217324 4.256600e-01
## [1122,] -4.994512e+00 -1.839952e+00 -1.063609e+00 0.0812018554 7.950694e-01
## [1123,] 9.711312e-01 1.089612e+00 1.321622e+00 -2.4740578844 -7.206987e-01
## [1124,] -9.396464e-02 2.705704e+00 -3.573571e-01 0.8480806759 -3.567842e-01
## [1125,] -1.491686e+00 -2.942668e+00 1.428524e+00 1.7043170252 2.846485e+00
## [1126,] 4.276114e+00 9.950492e-02 3.818813e-01 0.4381390943 1.539045e+00
## [1127,] -8.186093e-01 -1.809979e+00 4.262128e-01 0.9061517958 2.591351e-01
## [1128,] -4.095537e+00 1.460160e+00 -1.455166e+00 -0.8314004243 3.580156e-01
## [1129,] -7.764784e-01 1.001028e+00 -4.394524e-01 2.2776946863 -2.385703e-01
## [1130,] -2.041618e+00 1.586634e+00 -7.174114e-01 0.1407537031 -9.686516e-01
## [1131,] -9.264275e-01 2.498786e+00 -6.547616e-01 0.4602203106 -2.042354e-01
## [1132,] 1.108200e+00 -2.091913e+00 1.208892e-01 1.6375911810 6.133114e-02
## [1133,] 1.155931e+00 -6.732403e-01 -3.137977e-01 0.2719661391 1.255833e+00
## [1134,] 4.573861e+00 -7.014106e-01 1.810891e+00 -0.9171477573 -2.436468e+00
## [1135,] -9.030768e-01 6.165121e-02 1.989218e+00 1.1413140345 -1.966249e+00
## [1136,] -2.528560e+00 3.567175e+00 -1.674015e+00 -1.1538601723 1.037398e-01
## [1137,] 1.135291e+00 -4.061236e+00 -3.083552e+00 0.3364745965 -4.655636e-01
## [1138,] 3.161889e+00 2.854800e+00 7.905686e-02 -0.9495936238 1.354206e+00
## [1139,] -3.808289e+00 -3.083749e+00 4.456177e-01 -0.1430748256 -1.002305e+00
## [1140,] 7.021813e-01 1.783474e-01 -1.637875e-02 -0.6492770102 1.568934e+00
## [1141,] -2.570055e+00 2.396899e+00 -1.205721e+00 -2.2703199832 -1.990025e-01
## [1142,] 1.306239e+00 1.961642e-01 -4.290174e-01 1.5805525502 8.367420e-01
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## [1144,] 1.657682e+00 1.436729e+00 -6.970917e-01 0.9543626196 4.153414e-01
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## [1146,] -1.378915e+00 -1.653826e-01 2.385185e-01 2.1064632891 -2.323156e-01
## [1147,] 4.265013e+00 9.737682e-01 3.412209e-01 0.2271536134 -3.273393e-01
## [1148,] -1.689010e+00 9.844972e-01 -1.524197e+00 1.6989279092 1.500717e+00
## [1149,] 3.769693e+00 4.587435e-01 1.314623e+00 -0.8617794439 1.015259e+00
## [1150,] 1.824031e+00 -1.327476e+00 8.558207e-03 0.9459647718 1.054087e+00
## [1151,] -3.309964e+00 -1.702067e-01 -2.658160e-01 1.1324115952 -1.773852e+00
## [1152,] 4.750062e+00 -1.511247e-01 2.344976e+00 0.7282715111 -1.186730e+00
## [1153,] 1.713573e+00 -1.196053e-01 1.877422e+00 -1.5543529252 8.698153e-01
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## [1156,] -1.021662e+00 5.786151e-01 -3.939656e-01 1.9203540650 -4.546898e-01
## [1157,] 9.983320e+00 -1.422177e+00 -4.190555e+00 -0.8690211097 -2.105044e+00
## [1158,] 5.815896e-01 -1.802515e+00 1.762817e+00 1.1387587221 1.313706e+00
## [1159,] -3.205188e+00 -1.086069e+00 -9.310719e-01 1.0232071995 7.102980e-01
## [1160,] 1.133767e+00 6.292124e-01 -1.313665e-01 1.1830614221 -2.099036e-01
## [1161,] -8.759293e-02 -1.414313e+00 9.438518e-01 0.7563049612 -9.699810e-01
## [1162,] 9.850014e-01 6.357308e-01 5.828551e-01 1.7243333351 -6.639970e-01
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## [1168,] -1.289981e+00 1.506261e+00 1.044433e+00 1.0632208721 -2.227186e+00
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## [1176,] 8.030342e-01 8.692682e-01 -2.341389e-01 0.9567019573 4.887739e-01
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## [1181,] -1.582924e+00 -1.235129e+00 2.486374e-01 1.3914290106 2.087951e-01
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## [1188,] 3.580167e-01 7.395273e-01 3.732642e-01 1.0312340172 -4.133506e-01
## [1189,] -1.429467e-01 2.289028e+00 1.520770e-01 0.0512414596 -8.519632e-01
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## [1192,] -1.993559e+00 1.887850e+00 -6.570375e-01 -2.3285595179 1.265914e+00
## [1193,] 4.224773e-01 1.351418e+00 -3.962383e-01 -0.2478139474 1.435501e+00
## [1194,] 1.412107e+00 4.798068e-01 1.282698e+00 1.1966496895 2.304288e-01
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## [1196,] -4.569895e+00 -2.327559e+00 1.125728e+00 -0.3701314726 -7.833607e-01
## [1197,] 6.193274e+00 -6.337484e-01 -2.710290e+00 1.8291626107 3.643936e-01
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## [1199,] 1.738783e+00 1.526020e+00 1.576136e+00 -1.7238952121 -1.474249e+00
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## [1201,] -2.819239e+00 -3.354766e+00 1.089748e+00 0.2116380326 -1.975583e-01
## [1202,] -3.121574e+00 -1.857424e+00 -5.500970e-01 -1.4325887487 1.173989e+00
## [1203,] 1.336506e+00 -1.298715e+00 -1.479533e+00 1.7309872131 2.794742e-01
## [1204,] 7.403054e-01 1.006086e+00 -6.872745e-02 -0.5511782155 -3.358725e-01
## [1205,] 6.995237e-01 -2.766347e-01 -6.627091e-01 2.1211034708 1.072892e+00
## [1206,] 3.062005e-01 -4.135536e+00 7.927417e-01 0.3958106538 3.053714e-01
## [1207,] -9.582280e-01 -2.259155e+00 1.966227e+00 1.4526892663 -2.022186e+00
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## [1209,] -6.469529e-01 -1.751508e+00 1.190037e+00 0.9762048040 -3.961397e-01
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## [1257,] 3.304724e+00 2.088920e+00 8.235292e-01 0.7935279212 -5.066153e-01
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## [1262,] 1.974210e-01 -2.153118e-01 5.017552e-01 0.9289559194 2.766923e+00
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## [1265,] -2.527879e-01 1.529540e+00 -5.281160e-01 0.7474318304 8.962132e-03
## [1266,] 9.393942e-01 1.930057e+00 6.735744e-01 -1.0050409224 -1.479460e+00
## [1267,] -4.288921e+00 -1.898217e+00 -1.118861e+00 -0.3969210655 9.383992e-01
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## [1269,] 1.407347e+00 6.403517e-01 -3.220250e-01 0.9890690083 1.442381e+00
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## [1773,] 4.383906e+00 1.509033e+00 1.528918e+00 -0.9956080094 -8.066296e-01
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## [1777,] -5.017212e+00 -1.921487e+00 -7.734200e-01 -1.5463102146 2.361108e+00
## [1778,] -2.576064e+00 -3.503528e-01 -1.467335e+00 2.5244977814 1.980452e-01
## [1779,] 1.275634e+00 1.098581e+00 6.868889e-01 2.9033522549 -1.143318e+00
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## [1786,] -4.637327e+00 -1.675840e+00 -1.054375e-01 -1.6584187949 1.286444e+00
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## [1788,] 3.808254e+00 4.299631e-01 8.714750e-01 0.4901409195 6.696152e-01
## [1789,] 2.004002e+00 -1.024774e+00 2.269511e+00 -2.7664013935 -1.570049e+00
## [1790,] 2.417195e+00 9.484159e-01 -1.413952e-01 0.1044763474 9.264643e-01
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## [1792,] 3.223523e+00 1.877278e+00 9.303764e-01 1.4401777727 -9.997741e-01
## [1793,] -1.693439e+00 2.122467e+00 -1.014061e+00 0.4122068275 -3.486609e-01
## [1794,] 2.453709e+00 1.446103e+00 -1.628277e-01 1.4836623684 9.902805e-01
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## [1797,] -5.323702e+00 -1.639560e+00 3.251604e-01 -0.1494655381 -2.340555e+00
## [1798,] 8.238405e-01 1.293387e+00 6.303891e-01 0.6557018528 -4.685895e-01
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## [1803,] -4.443744e-01 1.544494e+00 -7.077907e-01 1.0680828586 2.562463e-01
## [1804,] 1.386223e+00 1.063609e-01 -2.293433e-01 0.5887053163 9.622309e-01
## [1805,] -8.242673e-01 3.529271e+00 -8.649723e-01 0.7310581141 -1.906956e+00
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## [1807,] -8.052332e-01 2.979171e+00 -1.359805e+00 1.1369223144 -3.533923e-01
## [1808,] 2.652209e+00 9.198165e-01 7.963950e-01 -0.4341472803 -5.771806e-01
## [1809,] 1.115088e+00 1.352226e+00 -2.060943e-01 2.1149296125 -3.523358e-01
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## [1817,] 4.391989e+00 -6.996616e-01 4.817159e-01 -0.9934810160 2.788512e-01
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## [1823,] 6.490406e-01 -1.451772e+00 7.512275e-01 1.1075461957 -2.650227e-01
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## [1890,] -3.448994e+00 -2.872167e+00 3.754697e-01 -0.3887614223 -9.090547e-02
## [1891,] 9.689984e-01 -1.701262e+00 8.929629e-01 2.1568293232 1.814778e-01
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## [1894,] -5.615475e-01 -1.240811e+00 2.715511e+00 -1.5423101283 3.780789e-01
## [1895,] 5.322348e-01 1.607557e+00 -6.202792e-01 0.5308849374 6.403848e-01
## [1896,] 5.543412e-01 1.657481e+00 3.633252e-01 -0.8616369702 -7.021403e-01
## [1897,] -1.119544e+00 1.037627e+00 -1.688397e+00 1.4201240273 9.970563e-01
## [1898,] -3.021242e-01 -5.013826e+00 -2.988574e-01 1.1105647483 3.424520e-01
## [1899,] 1.063298e+00 3.681439e+00 -2.100846e+00 -0.1423542986 1.579429e+00
## [1900,] 6.938195e-01 2.785870e+00 2.982370e-02 -0.4619455426 -7.021538e-01
## [1901,] -3.985816e+00 2.061496e+00 -2.626831e+00 1.1091784039 1.074758e+00
## [1902,] -5.546679e+00 -2.163038e+00 -1.550289e-02 0.6105695871 -5.706702e-01
## [1903,] 6.455215e-04 -8.522755e-01 2.043553e-01 -0.1497941828 9.527100e-01
## [1904,] -1.486104e+00 4.224204e-01 -1.510413e+00 0.8071265064 2.832977e+00
## [1905,] 3.105565e+00 1.180556e+00 1.506056e+00 0.2839757477 -4.027947e-01
## [1906,] -1.023052e-01 -6.632548e-01 -1.349654e-01 -0.0648006740 7.811518e-01
## [1907,] -3.921082e+00 -1.890274e+00 -4.496660e-01 -1.8034616569 2.941262e+00
## [1908,] -4.560753e-01 6.562283e-01 1.396356e+00 -2.1036520456 5.172535e-01
## [1909,] -1.311846e+00 -3.818628e+00 1.782253e+00 -0.1788585940 9.095404e-01
## [1910,] -3.801416e+00 1.313723e+00 -1.441512e+00 2.3229839421 -1.481106e+00
## [1911,] 1.619393e+00 1.880643e+00 7.260856e-01 -1.6237431143 -2.085127e-01
## [1912,] -3.222376e+00 -2.713234e+00 -2.007779e-01 0.4688073665 -4.356722e-01
## [1913,] 1.631106e+00 2.006764e+00 4.246250e-01 -0.5900631781 1.226872e-01
## [1914,] 9.660267e-01 1.598547e+00 5.505216e-01 1.4062233539 -1.582831e+00
## [1915,] -3.525131e+00 -1.918972e+00 1.152466e+00 1.0287499509 -1.698362e+00
## [1916,] -1.667323e+00 2.386440e+00 -8.376158e-01 -0.0391096768 -5.423928e-01
## [1917,] -2.004282e+00 2.581629e+00 -1.735111e+00 -0.6653477490 1.941097e+00
## [1918,] 3.209128e+00 2.129558e+00 9.674610e-01 0.9092414977 -2.231032e+00
## [1919,] 3.272612e+00 -8.400567e-01 5.640060e-01 -2.2272764925 1.868944e-01
## [1920,] 1.644895e+00 1.740038e+00 2.647923e-02 0.1372331995 -6.879799e-01
## [1921,] -2.671214e+00 8.709225e-02 4.750856e-01 -1.7876425665 -9.623301e-01
## [1922,] -5.916846e+00 -4.274016e-01 -8.652372e-01 -1.4812561057 -2.877269e-01
## [1923,] 8.889491e+00 -1.432407e+00 -7.009371e+00 -1.8355435774 -3.021964e+00
## [1924,] -4.168510e-01 3.229929e+00 -1.511772e+00 -0.7147925500 1.632101e+00
## [1925,] -2.541955e+00 1.319960e+00 -1.381261e+00 -0.9853771335 2.695533e+00
## [1926,] -5.181278e-01 -4.025026e-01 8.554119e-01 0.7840497662 3.157226e-01
## [1927,] -3.364881e+00 1.604488e+00 -1.392573e+00 -1.7237932698 2.938714e+00
## [1928,] 1.076544e+00 1.137040e+00 3.681240e-01 0.2938075166 -7.801976e-02
## [1929,] -4.804300e-01 9.326199e-01 7.298116e-01 -2.7141974257 2.201742e+00
## [1930,] -3.442810e+00 -3.157880e+00 -4.801783e-02 0.0505471434 -4.137624e-01
## [1931,] -2.913766e+00 2.448936e+00 -1.513472e+00 -0.0127369868 -3.926376e-01
## [1932,] 2.429120e+00 5.060611e-01 9.879577e-01 -0.7925126676 2.075488e-01
## [1933,] -5.996326e+00 -3.761223e+00 -1.295907e-02 -1.7206129448 1.700247e-01
## [1934,] 1.080656e+01 -4.442789e+00 -5.110754e+00 -2.3345810305 -2.802478e+00
## [1935,] 3.427094e+00 -2.308210e-01 7.326875e-01 1.5121459626 9.844300e-01
## [1936,] 1.080814e+00 -2.116010e+00 2.294344e-01 1.8390193613 1.424189e+00
## [1937,] -2.115932e+00 -2.151062e+00 6.427962e-01 -0.8134315868 2.028334e+00
## [1938,] -5.460632e-03 -9.947189e-01 8.900091e-01 0.9866261552 1.493826e-01
## [1939,] -2.192463e-01 2.101684e+00 -7.296885e-01 -0.9460607300 6.168953e-01
## [1940,] 1.148037e+00 -5.256394e-01 2.947802e-01 1.4925944760 1.685762e+00
## [1941,] 1.341013e+00 -1.939434e+00 -5.545345e-01 0.9811188286 1.619757e-01
## [1942,] 4.991466e+00 -1.276205e+00 -1.028297e+00 1.2037574361 9.857358e-01
## [1943,] -4.400187e-01 1.156168e+00 -6.476403e-01 -0.6244356368 1.005536e+00
## [1944,] -7.258564e-01 -3.068072e+00 1.505930e+00 1.3790715335 3.050948e-01
## [1945,] 1.172481e+00 -2.598942e-01 6.003016e-01 -0.3564156430 -2.718492e-01
## [1946,] 1.966803e-01 3.033887e+00 -9.765874e-01 -1.5096770369 1.100130e+00
## [1947,] -1.019412e+00 1.763342e+00 2.912348e-01 -0.8129887827 -2.132765e+00
## [1948,] 6.893393e-01 -1.639539e+00 -1.616433e-01 1.1199393987 9.105380e-01
## [1949,] -1.271686e+00 -5.342444e-01 -7.364326e-01 0.8072083362 2.143416e+00
## [1950,] 9.231387e+00 -3.898095e+00 -4.789568e+00 -1.8226464701 -1.773273e+00
## [1951,] -1.583212e+00 -2.956761e+00 1.216793e+00 0.4549674998 -8.012601e-01
## [1952,] -2.672047e+00 -1.955343e+00 9.300140e-01 1.0190358157 -1.887228e+00
## [1953,] 5.153160e+00 -6.009084e+00 -4.109785e+00 -0.9377891052 -1.145350e+00
## [1954,] 4.987115e+00 1.546509e+00 -8.704510e-01 -0.4438956200 -1.583142e+00
## [1955,] 2.023371e-01 1.933140e+00 -2.361566e-01 -0.1662237947 4.003633e-01
## [1956,] 1.721677e+00 1.260961e+00 1.297256e+00 -1.2361310707 -1.025665e+00
## [1957,] -5.355003e-01 1.205509e+00 -6.200544e-01 0.4329278796 1.080375e+00
## [1958,] 2.206964e-01 1.937881e+00 -2.153880e-01 -1.9863390030 2.223691e+00
## [1959,] -3.426384e+00 1.111597e+00 -1.177125e+00 -1.1018209141 9.209545e-01
## [1960,] -2.651975e+00 -1.211866e-02 -4.174068e-01 -1.5932389475 2.187547e+00
## [1961,] -1.870550e+00 -9.403641e-01 6.778025e-01 0.8166493309 -8.411850e-01
## [1962,] 4.106192e+00 3.298607e-01 1.825581e+00 -1.8241035776 -1.731812e+00
## [1963,] 1.983871e+00 9.785896e-02 3.530464e-01 0.9400520959 -2.233536e-02
## [1964,] 2.377683e+00 6.952909e-01 1.584916e+00 0.3946897700 -1.707588e-02
## [1965,] 1.946019e+00 1.322892e+00 1.186035e+00 0.0112416252 2.598179e+00
## [1966,] -2.390271e+00 8.280213e-01 -7.229096e-01 -0.2371458149 1.248210e+00
## [1967,] 5.081921e+00 1.784409e+00 9.942641e-01 -0.4903452286 1.243335e-01
## [1968,] -2.045583e+00 -2.150093e+00 1.001824e+00 1.2501615770 -7.376436e-01
## [1969,] 3.747147e+00 -2.144913e+00 1.956924e+00 0.2373856885 -1.242620e+00
## [1970,] -2.209400e+00 1.840064e-01 -1.733440e+00 0.8177224911 1.580881e+00
## [1971,] -2.141915e+00 3.268525e+00 -6.842061e-01 -1.5329624414 -1.015870e+00
## [1972,] -1.400417e+00 -1.247796e+00 -2.820333e-01 -0.7477580710 2.391087e+00
## [1973,] 9.884549e-01 3.973582e-02 2.118989e+00 -2.8919269501 -1.799576e+00
## [1974,] 5.283109e+00 -3.802073e-01 -8.940751e-01 1.0966172479 4.292730e-01
## [1975,] -3.960573e+00 -2.643363e+00 -1.041008e-01 -0.4723582942 9.257033e-01
## [1976,] -5.656654e+00 -8.262707e-01 -2.423681e-01 -0.0745871201 -2.270184e+00
## [1977,] -1.639698e+00 -1.511745e+00 1.200858e-01 -0.4052583271 2.098597e+00
## [1978,] -4.267708e+00 -2.724195e+00 6.707508e-01 -0.1520652107 -1.313315e+00
## [1979,] 7.884315e+00 -4.501012e+00 -2.391864e+00 -0.3376596167 -7.416577e-01
## [1980,] 3.318520e-01 -1.980147e+00 1.524102e+00 -1.2086094801 1.970682e+00
## [1981,] 8.575428e-02 -1.741684e+00 6.430549e-01 2.3373008638 1.572843e+00
## [1982,] 4.707290e+00 1.599419e-01 -6.536331e-01 -1.1953518319 -4.830104e-01
## [1983,] -1.988005e+00 -1.901720e+00 7.277077e-01 -0.2765463347 2.229539e+00
## [1984,] 2.990458e+00 -1.691860e-01 9.347914e-01 -0.3482131429 5.807621e-01
## [1985,] 2.333865e-01 6.970181e-01 -4.399241e-01 0.5035022400 1.177240e+00
## [1986,] 8.877893e-01 -2.809667e-01 8.369462e-01 0.6014039116 -2.664610e-01
## [1987,] 1.599498e+00 1.238913e-02 1.606018e+00 1.2204058423 -9.611354e-01
## [1988,] 6.695539e+00 -1.844345e+00 -1.556836e-01 -2.7613236240 -2.275310e+00
## [1989,] -3.949766e+00 1.175176e+00 -1.015070e+00 0.0156022666 -1.150509e+00
## [1990,] -1.067779e+00 -2.369800e+00 3.508241e-01 0.5739721822 6.674575e-01
## [1991,] -5.560175e+00 -1.337561e+00 -2.301408e-01 1.1813638158 -2.017731e+00
## [1992,] -4.883711e+00 7.996546e-01 -1.782581e+00 -1.0953542156 2.390680e+00
## [1993,] 2.640725e+00 -1.863838e+00 4.043055e-01 0.4566654121 8.666786e-01
## [1994,] 1.774298e+00 8.906281e-01 2.106634e-01 -0.0326132745 1.014988e+00
## [1995,] -4.824473e-01 9.403154e-01 -1.499837e+00 1.7078480001 1.304595e+00
## [1996,] -8.352998e-01 -8.859243e-01 1.604932e-01 -0.1988471633 8.351861e-01
## [1997,] 2.948194e+00 -6.707602e-01 9.694041e-01 -2.1312652100 5.844095e-01
## [1998,] -4.719972e-01 -1.044624e+00 8.570250e-01 1.5608272350 -4.933746e-01
## [1999,] -7.760656e-01 1.268783e+00 9.208092e-01 0.6119349892 -2.061988e+00
## [2000,] 1.278960e-01 3.545992e+00 -1.697705e+00 -0.0235380580 8.198171e-01
## [2001,] 1.167891e+00 -1.674050e-01 1.064573e+00 0.2834003311 -5.102754e-02
## [2002,] 2.802491e+00 1.257829e+00 1.555440e+00 -0.1290318811 1.932180e-01
## [2003,] -5.598720e-01 -3.958761e+00 1.589444e-01 -0.3534473138 2.189209e-01
## [2004,] 5.782319e-01 2.561940e-01 1.586990e-02 -0.7104494290 1.566452e+00
## [2005,] -3.247153e+00 -3.001202e+00 1.076789e+00 -0.7910927315 -6.638586e-02
## [2006,] 2.239505e+00 2.510854e-01 1.874961e+00 -1.2882269463 -8.132192e-01
## [2007,] 3.444344e+00 1.121588e+00 5.665207e-01 1.1226782206 1.435116e+00
## [2008,] -1.572943e+00 -1.560240e+00 -3.107956e-01 0.2738882394 1.389222e+00
## [2009,] 4.537763e-01 -2.077634e-02 4.969706e-01 1.4078536145 -4.141105e-01
## [2010,] -4.015287e+00 -2.711048e+00 2.878628e-01 -0.6836176092 -3.374246e-01
## [2011,] -5.836552e+00 -6.975068e-01 -1.031793e+00 -1.8178215635 1.419957e+00
## [2012,] 7.498397e+00 -1.353065e+00 -1.143485e+00 -1.4732207097 -5.843737e-01
## [2013,] -1.379620e+00 3.654690e+00 -1.197173e+00 0.3279859020 -5.756762e-01
## [2014,] 2.834860e-02 1.848728e-01 7.546164e-01 0.0551616859 1.030143e+00
## [2015,] -2.105213e+00 2.361388e+00 -1.675122e+00 0.4500237801 1.195350e+00
## [2016,] 3.944962e+00 -4.934163e-01 1.307504e+00 0.4736865732 1.323793e+00
## [2017,] 2.741627e-01 -2.102943e+00 2.561744e-01 -0.5416509631 9.788390e-01
## [2018,] 6.397707e+00 4.831231e-01 -8.541205e-01 0.0326110554 6.188476e-01
## [2019,] 5.008305e+00 4.294500e-01 -9.449484e-01 0.5093225835 -1.955194e+00
## [2020,] -1.575234e+00 2.245502e-01 -5.222119e-01 1.5222988569 3.923698e-01
## [2021,] -3.548756e+00 -2.630682e+00 -6.878250e-01 -0.8957589850 1.110051e+00
## [2022,] -2.662981e+00 -1.436615e+00 -3.752298e-01 0.4987886356 4.338874e-01
## [2023,] -1.359226e+00 -3.011362e-01 1.156224e+00 -2.2645292552 -1.192145e+00
## [2024,] -3.061856e+00 3.445257e+00 -2.151771e+00 -1.2179669488 2.664258e+00
## [2025,] -1.583993e+00 -2.711480e+00 9.772071e-01 -0.3499027517 7.097161e-01
## [2026,] 1.452838e+00 5.582234e-01 -3.466106e-01 0.1217747354 1.124049e+00
## [2027,] 9.226682e-01 -1.128208e+00 2.492699e+00 1.0380212386 7.996720e-02
## [2028,] -5.208409e+00 -3.611452e+00 1.004345e+00 -0.5935562752 6.791999e-01
## [2029,] 2.619797e+00 -4.987779e+00 -3.271383e+00 -0.5124197856 -1.194754e+00
## [2030,] 1.314022e-01 5.197967e-01 1.292068e+00 -0.3676214088 1.145703e-01
## [2031,] -4.369925e-01 6.334611e-02 -6.511280e-01 -0.2777193977 1.565649e+00
## [2032,] -4.543017e-01 -5.203499e-01 -8.470293e-01 0.7435674150 2.172425e+00
## [2033,] 1.947260e+00 3.641704e-01 4.104472e-01 1.5226803861 1.507900e+00
## [2034,] 3.772889e+00 -2.396783e+00 -1.434367e-01 -3.7128563342 -8.230862e-01
## [2035,] -2.160867e+00 -2.089315e+00 6.806465e-01 -0.1838823058 6.008492e-01
## [2036,] -2.237721e+00 -1.052480e+00 -1.826896e-01 -0.2461118609 7.802951e-01
## [2037,] 5.279662e-01 9.248721e-01 -3.634551e-01 0.0947569091 1.582969e+00
## [2038,] 6.338369e-01 -6.804096e-01 1.193266e+00 0.8912791986 -2.182326e-01
## [2039,] -1.973249e+00 -3.263954e+00 -8.531083e-01 -0.1592431968 1.433568e+00
## [2040,] -5.800203e+00 -2.976091e+00 1.149503e+00 -0.5598822962 7.578955e-01
## [2041,] 2.520688e+00 3.561334e-01 9.365354e-01 -1.6280633886 6.220942e-02
## [2042,] 1.502374e+00 -3.430764e-01 -5.879427e-01 1.5850437808 -4.293731e-01
## [2043,] -6.924184e-01 -4.189900e+00 -1.437269e-01 -0.9606572696 2.356267e-01
## [2044,] -4.009249e+00 -1.154358e+00 -1.229597e+00 -0.4372041884 6.193308e-01
## [2045,] -8.511327e-01 -9.522747e-02 -4.415885e-01 1.4154907198 -1.479218e-01
## [2046,] 2.282562e+00 1.163352e+00 9.335479e-01 1.9589739350 -1.783182e+00
## [2047,] 1.842891e+00 3.506654e+00 -9.538151e-01 0.1786920373 1.567371e+00
## [2048,] 5.613868e+00 -4.606868e-01 -1.614843e-01 0.9885469442 4.776076e-01
## [2049,] 1.004923e+00 1.379540e+00 8.024938e-01 0.8975581410 -1.732661e+00
## [2050,] 8.492133e+00 -3.185964e-01 -4.073084e+00 -0.2059024191 -3.214895e-01
## [2051,] 7.221325e-01 1.190715e+00 -1.545904e-02 0.9047012993 2.431853e+00
## [2052,] -3.575246e+00 -3.256771e+00 1.357024e+00 -0.6458943721 -1.259245e+00
## [2053,] 1.052426e+01 -3.502037e+00 -3.789485e+00 0.1719847217 -1.439148e+00
## [2054,] -1.724240e+00 -1.685052e+00 4.065575e-01 0.2677567946 2.000441e+00
## [2055,] -9.996734e-02 -3.932347e-01 4.018483e-01 -3.3126053754 -2.465113e-01
## [2056,] 1.592672e+00 -1.275582e+00 1.132070e+00 -2.5147416992 -5.641523e-01
## [2057,] 1.666688e+00 8.380777e-02 9.519206e-01 0.5402503776 -2.649650e-01
## [2058,] -5.137428e+00 1.222621e+00 -8.379592e-01 0.2237638424 -2.047919e+00
## [2059,] 2.250259e+00 2.118026e+00 -1.059601e-01 -0.6967292045 6.906712e-01
## [2060,] 7.610624e+00 -1.933279e+00 -1.477272e+00 -0.9610774896 -5.665875e-01
## [2061,] 2.516082e-01 1.656902e+00 -2.137974e-01 0.6973000248 1.173472e+00
## [2062,] -2.664442e+00 -2.111516e+00 -2.006662e-01 0.6949423257 -1.369727e-01
## [2063,] 3.938304e+00 1.179453e-01 -4.847095e-01 -0.9572668776 3.190803e-01
## [2064,] 4.816357e-01 1.659797e+00 -3.893954e-01 -0.6516545930 1.163208e+00
## [2065,] 2.947463e+00 -1.856898e-01 -1.840759e+00 2.1245174420 1.330953e+00
## [2066,] 2.188208e+00 9.005696e-01 5.404877e-01 0.8391567503 -5.194261e-01
## [2067,] 2.162699e+00 -1.788422e+00 2.005360e+00 0.8747396059 8.932163e-01
## [2068,] 1.579217e+00 2.616854e+00 -9.684592e-01 0.6955674692 1.433108e+00
## [2069,] 2.366009e+00 1.976853e+00 7.548956e-01 -0.3335091484 8.525434e-01
## [2070,] -6.153438e-01 -3.283250e+00 4.494417e-01 -0.9662294563 7.279595e-01
## [2071,] -2.915810e+00 -7.828989e-01 -5.895965e-02 1.9849951059 -3.905754e-01
## [2072,] -1.287800e+00 3.403298e+00 1.092295e-01 0.5529383371 -2.611456e+00
## [2073,] -5.021402e+00 -1.983865e+00 -9.377125e-02 -0.9081775024 -1.939680e-01
## [2074,] 1.570442e+00 1.104410e+00 1.113560e+00 2.2212232626 -1.020779e+00
## [2075,] -1.244095e+00 8.918495e-01 -4.958902e-01 0.0363815559 -1.716468e-01
## [2076,] 9.861791e-01 5.680599e-01 6.027556e-01 2.5277049294 -8.568830e-01
## [2077,] -1.883553e+00 -1.109998e+00 1.730951e-01 1.0734538439 -5.705565e-01
## [2078,] 1.854149e+00 6.538750e-01 1.653077e+00 0.9083705144 -1.682110e+00
## [2079,] 1.786272e+00 -3.545245e+00 -4.217173e-01 -0.1989566588 -3.045089e-01
## [2080,] -8.567951e-01 4.898887e-01 8.772678e-01 1.1445023063 -1.652449e+00
## [2081,] 1.433399e+00 -1.631968e+00 1.772114e+00 0.3308895327 -2.019032e-01
## [2082,] 5.145914e+00 -1.176971e+00 8.820059e-01 -0.3248625294 3.004989e-01
## [2083,] -3.306126e+00 -1.226711e-01 -8.442900e-01 -0.4364170518 1.086943e+00
## [2084,] 1.817417e+00 1.296045e+00 2.383875e-01 1.6673454970 3.779495e-01
## [2085,] 5.677828e-01 -5.009733e-01 1.455844e-01 1.5078711322 2.500372e-01
## [2086,] 1.029865e+00 1.875709e+00 4.632018e-01 0.5238110942 6.825694e-02
## [2087,] -3.540182e+00 -3.259861e+00 3.092662e-01 -0.6253939788 1.361089e+00
## [2088,] -4.946831e+00 2.010778e+00 -2.468758e+00 0.1229508275 2.167881e-01
## [2089,] 4.180046e+00 -1.113659e+00 1.440386e+00 -2.3053288795 -1.377345e+00
## [2090,] 1.696495e+00 1.286986e+00 -8.089651e-01 -0.6543602948 9.054044e-01
## [2091,] -7.077439e-01 3.128301e+00 -1.015826e+00 -1.1841953452 1.169670e+00
## [2092,] 5.389807e+00 -1.790065e+00 4.091959e-02 0.7061666203 2.389039e-01
## [2093,] -2.455322e+00 1.130902e+00 -1.170725e+00 2.4634040822 -1.367147e+00
## [2094,] 1.951826e+00 1.252012e+00 1.308241e+00 0.8762564781 3.412765e-01
## [2095,] 1.635448e+00 -4.964267e-02 6.055662e-01 1.5830240128 -3.941664e-01
## [2096,] -1.626345e+00 8.170096e-01 2.808986e-02 0.8133334307 -3.440356e-01
## [2097,] -3.833588e-01 2.810796e+00 -1.450117e+00 0.3202556577 7.754914e-01
## [2098,] 2.842812e+00 1.898726e+00 1.843689e+00 -0.8804004953 -3.201596e-01
## [2099,] -2.446494e+00 1.646170e+00 -3.298518e-01 0.9296786176 -2.061070e+00
## [2100,] 2.879621e+00 -4.510998e-01 8.133673e-01 -2.4622489747 8.081466e-02
## [2101,] -4.149863e+00 6.996672e-01 -5.161628e-01 0.6119611837 -2.053325e+00
## [2102,] 8.759724e-01 -2.176096e+00 -8.020678e-02 1.2100171307 5.062911e-01
## [2103,] 1.016526e+00 -9.905439e-01 2.368423e-01 1.8086305335 3.304262e-01
## [2104,] 1.415678e+00 8.783288e-01 1.867947e+00 -2.0502087553 -1.544370e+00
## [2105,] -1.151630e+00 1.253919e-01 -2.443493e-01 1.1189356549 -5.952084e-01
## [2106,] 6.588787e-01 9.346478e-01 -2.023995e-01 1.1802174634 5.374531e-01
## [2107,] -1.967094e-02 -1.389859e+00 2.188993e+00 0.4203362676 -2.023110e+00
## [2108,] -3.708108e-01 8.776413e-01 -1.534385e+00 1.3061796314 1.536682e+00
## [2109,] 3.663924e+00 -1.778066e+00 6.519072e-02 0.2099407063 8.150616e-01
## [2110,] -3.380597e+00 3.032096e+00 -8.099450e-01 -0.0368888240 -2.189362e+00
## [2111,] -1.853143e+00 2.810875e+00 -4.169092e-01 1.1000918323 -1.987206e+00
## [2112,] 1.722170e+00 2.535957e+00 -2.278704e-02 -0.4826469936 8.816353e-02
## [2113,] 2.887715e+00 7.651538e-01 1.450170e+00 0.7057182235 -1.528819e+00
## [2114,] -1.862847e-01 2.961703e+00 -6.189220e-01 -0.0699689544 -6.717682e-01
## [2115,] -2.067813e+00 5.306821e-01 -5.772855e-01 1.6108031267 -3.509929e-01
## [2116,] 1.622478e+00 1.777029e+00 -2.046295e-01 -0.1984495280 -3.899733e-01
## [2117,] 1.569931e+00 -8.470873e-01 1.528207e+00 0.7866002367 1.512116e+00
## [2118,] 5.634757e+00 -1.613798e+00 -3.220003e-01 -0.2195567962 -4.328046e-01
## [2119,] -3.715986e+00 -1.546517e+00 -4.793959e-01 -0.6537229818 -4.832390e-02
## [2120,] 3.973468e+00 1.052304e+00 7.195347e-01 -1.0916291831 1.236201e+00
## [2121,] 1.156410e+00 4.845097e-01 5.189249e-01 1.1122803748 -3.959740e-01
## [2122,] 1.812237e+00 6.447607e-01 2.137767e+00 0.5388260518 -1.134821e+00
## [2123,] 5.597197e-01 2.453200e+00 -8.046587e-01 -0.5096565025 8.927039e-01
## [2124,] 3.153038e+00 8.542779e-02 2.471173e-01 -0.7578391961 6.783369e-01
## [2125,] 1.176670e+00 2.971106e+00 -9.609273e-01 0.0293031091 -7.048179e-02
## [2126,] 2.548216e+00 2.495878e+00 -1.037452e+00 0.6614397453 1.176213e+00
## [2127,] 9.239160e-02 -7.339227e-01 2.060743e-01 2.0619060632 -4.107804e-01
## [2128,] -1.187109e-01 1.487692e+00 -5.790985e-01 -0.3807834233 8.998750e-01
## [2129,] 3.727614e-01 3.626654e+00 3.238317e-01 0.5497895002 -2.375217e+00
## [2130,] -1.136531e+00 1.053107e+00 -7.034425e-01 -0.9122799939 2.677905e+00
## [2131,] 1.458813e+00 1.684475e+00 4.280837e-01 1.0931612762 -4.256255e-01
## [2132,] -2.706703e-01 2.859337e-01 1.772563e+00 -0.6637355682 -2.623767e+00
## [2133,] -1.076917e+00 2.591505e+00 -9.634236e-01 -0.7983912057 1.066959e+00
## [2134,] 8.050036e-01 1.491069e+00 2.000780e-01 -0.6157082143 1.887914e+00
## [2135,] 7.488972e-01 -5.290150e+00 -5.325198e+00 -0.7259368983 -7.350270e-01
## [2136,] 4.974006e+00 -3.914909e+00 1.383751e-01 -0.9746586185 2.131914e-01
## [2137,] -1.380982e+00 2.198346e-01 2.376228e-01 1.6819925013 -1.586619e+00
## [2138,] 8.260798e-01 2.456475e+00 -6.562556e-01 -0.6201694694 6.592644e-01
## [2139,] 1.485552e-01 3.124407e+00 -1.598493e+00 -0.6226953277 1.168211e+00
## [2140,] 1.946196e+00 1.658046e+00 -4.698807e-01 0.8344870334 4.207479e-01
## [2141,] 1.842694e-01 2.217351e+00 -3.114886e-01 -0.4951908686 -3.166756e-01
## [2142,] 4.128182e-01 -1.463472e+00 -2.650418e-01 1.5261408741 1.568983e+00
## [2143,] 1.205206e+00 -1.337036e+00 2.384507e+00 0.1045675551 1.026911e+00
## [2144,] -4.192053e+00 6.575417e-01 -5.120988e-01 1.4973246976 -2.033154e+00
## [2145,] -3.495734e+00 -2.282244e+00 3.214158e-01 -0.1334578545 -1.056545e+00
## [2146,] -7.965678e-01 3.035283e+00 -8.992488e-01 -0.4715378061 1.087919e+00
## [2147,] -2.958632e+00 3.691705e+00 -1.114542e+00 0.5787630899 -2.241171e+00
## [2148,] 1.208196e+01 -6.037634e+00 -1.154842e+01 -4.1325293427 -3.858925e+00
## [2149,] -1.933311e+00 2.636697e+00 -5.434995e-01 0.2091378881 -6.065157e-01
## [2150,] -2.581068e+00 -3.429486e+00 -3.917746e-01 1.0689419818 8.278310e-01
## [2151,] -2.590775e+00 1.296863e-01 6.034645e-01 -3.0658458308 5.072961e-01
## [2152,] -1.046511e-01 3.028832e+00 -7.084971e-01 -1.0800557809 1.065032e+00
## [2153,] -3.372008e+00 -2.315223e+00 -3.428321e-01 0.4771631961 -3.810953e-01
## [2154,] -4.664133e-01 2.646721e+00 -1.042184e+00 1.5051648498 9.081098e-02
## [2155,] -5.078589e+00 -2.823423e+00 -3.781227e-01 -0.8249064461 -2.852180e-02
## [2156,] 4.247798e+00 1.028576e+00 8.503906e-01 -0.8148159921 1.042580e+00
## [2157,] -5.565930e+00 -4.794029e-01 -7.757155e-01 0.0958409831 -2.085106e+00
## [2158,] 3.318302e+00 1.360991e+00 1.338538e+00 0.5915501452 -3.990705e-01
## [2159,] 3.709980e+00 3.140608e+00 -4.138897e-01 0.5203311122 3.769742e-01
## [2160,] -1.147251e+00 -1.022345e-01 2.683982e-01 1.9091959901 -5.371326e-01
## [2161,] 2.029669e+00 1.162171e+00 4.606841e-01 -0.5055349241 6.836304e-01
## [2162,] 8.017227e-01 -2.077398e+00 1.454841e+00 1.3354202094 1.355353e+00
## [2163,] -4.991617e-01 3.359083e+00 -9.735374e-01 -0.4493133717 -1.672070e-01
## [2164,] 1.367471e+00 -1.001833e+00 -1.106215e+00 1.5938393703 1.840988e-01
## [2165,] 1.064802e+00 -1.114545e+00 2.073013e+00 -2.6105717696 -2.037099e-01
## [2166,] 8.737585e-01 -1.596826e+00 1.442995e+00 2.1181093071 -5.872172e-01
## [2167,] 5.953259e-01 3.089035e-01 1.644284e+00 -2.2601105820 -2.116031e+00
## [2168,] 1.243491e+00 7.430467e-01 4.561790e-01 0.2412619590 9.747837e-01
## [2169,] -5.010309e+00 -4.917013e-01 -7.644444e-01 -0.0492901953 -9.665101e-01
## [2170,] 2.336191e+00 -1.184823e+00 9.904050e-01 2.4177100741 9.696760e-01
## [2171,] -1.329168e+00 -1.908022e+00 1.208805e+00 -0.0459980282 1.677006e-01
## [2172,] 1.585752e+00 1.436641e+00 1.002115e+00 0.2013602225 -2.142549e+00
## [2173,] 3.982575e+00 2.115983e+00 2.515974e-03 0.4409993717 1.441322e+00
## [2174,] -1.293390e-01 1.191455e+00 -6.531937e-01 0.3018421389 8.959502e-01
## [2175,] 1.156994e+01 -4.703627e+00 -9.123225e+00 -3.6123295962 -3.174091e+00
## [2176,] -2.019551e+00 9.864821e-01 -1.264755e+00 0.6066473728 4.780509e-01
## [2177,] -6.384621e-01 -1.013248e+00 4.185108e-01 -0.9652147544 1.990991e+00
## [2178,] -1.449662e+00 -5.531502e-01 1.142723e+00 -2.4997627221 -1.217511e+00
## [2179,] -7.215707e-01 1.993509e+00 -4.162190e-01 0.8218699901 2.976700e-01
## [2180,] 4.902509e+00 -3.809647e+00 -2.061157e+00 -0.4787081505 -2.306659e-01
## [2181,] 3.361079e-01 2.701610e+00 3.195303e-01 -0.8681538610 -1.584819e-02
## [2182,] 6.279154e-01 2.486226e-01 9.853790e-01 -1.6175910298 4.294108e-01
## [2183,] -4.103898e+00 -1.291205e+00 -2.664123e-01 0.3230977854 -1.190275e+00
## [2184,] -2.745853e+00 1.729293e+00 -1.621116e+00 2.8761767040 -1.076563e+00
## [2185,] -5.815627e+00 -1.445520e+00 -6.774381e-01 -1.0066685534 -7.164914e-01
## [2186,] -1.006601e-01 1.999119e+00 -3.507404e-01 0.5403141783 -3.800720e-01
## [2187,] 2.162869e+00 3.081955e-01 1.088794e+00 0.3014967270 1.210197e+00
## [2188,] -2.127314e+00 -2.076901e+00 -4.524336e-01 -0.2383952809 1.480359e+00
## [2189,] -6.923584e-01 -6.337438e-01 6.190216e-02 0.8493076779 -9.587557e-01
## [2190,] -1.087276e+00 -1.375292e+00 7.663678e-01 0.3437556270 8.234895e-01
## [2191,] 2.605888e+00 1.660671e+00 1.939643e-01 1.2494425056 -6.292032e-02
## [2192,] 2.358883e-01 -3.699748e+00 6.812849e-01 0.3597178044 4.228224e-01
## [2193,] -5.433692e+00 -3.018305e-01 -1.414915e+00 -0.9248879831 -2.969755e-02
## [2194,] 8.411642e-01 -7.380700e-01 5.938031e-01 -0.5186456829 2.018391e+00
## [2195,] -1.628615e-01 1.758012e-02 9.431845e-01 -0.5936670895 1.026510e+00
## [2196,] -6.513330e-01 -6.442603e-01 4.864374e-01 -0.5770145007 1.045275e+00
## [2197,] -3.108920e+00 -4.153997e+00 -3.193791e-01 -0.4888358851 4.909757e-01
## [2198,] 8.356664e-01 2.042541e+00 -4.606503e-03 0.0827210149 -9.920316e-01
## [2199,] 8.599022e-01 1.519015e+00 1.196952e+00 -1.6142682375 -5.022440e-01
## [2200,] 1.411017e+00 8.272559e-01 -3.950192e-01 0.7653028438 7.684046e-01
## [2201,] -5.018967e+00 -2.578444e-02 -8.477107e-01 1.3861775475 -1.380744e+00
## [2202,] -2.253956e+00 -3.758955e+00 1.380234e+00 0.7729850827 -1.412324e+00
## [2203,] 1.706181e+00 2.543680e-01 7.085177e-01 1.4322243791 -4.268450e-01
## [2204,] -6.142820e-01 1.221050e+00 -3.065684e-01 1.0310557596 7.099137e-01
## [2205,] 6.813131e+00 -8.687061e-01 -1.770971e+00 1.1380866503 -1.211535e+00
## [2206,] 3.835875e+00 -2.348603e+00 1.141555e+00 -0.9367425859 3.782134e-01
## [2207,] 3.534301e+00 -7.693024e-01 -1.125083e-01 -3.3446531978 -8.728356e-01
## [2208,] -9.251049e-01 4.484633e-01 -4.168548e-01 -0.8666106260 2.793211e+00
## [2209,] 9.231445e-01 4.495565e-01 -3.515465e-02 1.3979446610 3.563299e-03
## [2210,] -2.915925e+00 -3.759469e+00 1.227732e-01 -0.4400075449 -2.096145e-01
## [2211,] 2.668784e+00 2.826541e+00 2.582046e-02 0.5740559961 -3.656177e-01
## [2212,] 3.192389e+00 1.642401e+00 4.226669e-01 -0.2602614246 6.417593e-01
## [2213,] 1.310625e-01 1.486968e+00 6.076605e-01 -0.9705632705 -1.179789e+00
## [2214,] -6.302839e+00 3.819681e-01 -1.240110e+00 -1.2105134999 7.830484e-01
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## [2216,] -1.886719e-01 2.714989e+00 -7.377314e-01 -0.6641454639 -5.515312e-01
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## [2218,] 4.541271e+00 1.715252e-03 -1.440819e+00 0.9066844181 1.470858e+00
## [2219,] -2.025796e+00 -4.034068e+00 5.084700e-01 0.3024339429 -1.084863e+00
## [2220,] 4.407216e+00 2.368856e-02 1.123890e+00 -1.6974978114 8.116099e-02
## [2221,] 2.340900e+00 1.582172e-01 2.347386e+00 -1.3839265469 -1.394850e+00
## [2222,] -8.458623e-02 1.940007e+00 -1.554839e+00 2.5157153182 -1.442291e-01
## [2223,] 3.991597e+00 1.760305e-01 2.540288e+00 0.2981023825 -8.447276e-01
## [2224,] 6.161572e-01 -8.083222e-01 8.356987e-01 2.7679514892 -4.660844e-01
## [2225,] -4.494930e+00 -1.726137e+00 -4.212083e-01 0.1838606467 -1.038988e+00
## [2226,] 3.588397e+00 -1.827095e+00 5.651887e-01 0.3332667808 2.922549e-01
## [2227,] 1.907641e+00 -6.651956e-01 1.517084e+00 0.7094769943 9.485664e-01
## [2228,] -6.682072e-02 1.575094e+00 1.901913e-01 -1.7486450808 -2.631228e-01
## [2229,] 1.658372e+00 1.390020e+00 -3.070727e-01 -1.8611245925 1.351525e+00
## [2230,] 2.194236e+00 -7.134078e+00 -3.272096e+00 -2.5999406781 -2.421533e+00
## [2231,] -4.244386e+00 -2.231085e+00 -5.293257e-01 -0.2979645968 2.156547e-02
## [2232,] -4.015144e+00 -3.423331e-01 -1.546852e+00 0.3344285032 1.269385e+00
## [2233,] -1.461873e+00 -1.702284e+00 -2.742796e-01 0.1917673376 1.272331e+00
## [2234,] 2.573819e+00 2.161735e+00 1.139964e+00 -0.7168454553 -1.285695e+00
## [2235,] -2.239682e+00 1.606326e+00 -1.377061e-01 -3.3014863530 -4.530996e-01
## [2236,] -4.981323e+00 -1.837551e+00 -1.021032e-01 0.2378656202 -9.455821e-01
## [2237,] 1.009789e+00 1.178041e-01 8.905404e-02 0.9372181947 1.079140e+00
## [2238,] -1.125605e+00 8.935064e-01 1.387782e-01 -0.2095362208 1.623872e+00
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## [2805,] -5.096130e+00 1.596326e+00 -7.067817e-01 0.9465879904 -2.345227e+00
## [2806,] 1.429947e+00 1.136359e+00 5.047099e-01 1.3705933030 -7.591160e-01
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## [2927,] 7.060779e-01 2.224617e+00 -6.396179e-01 1.8658611760 1.270655e-01
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## [2936,] -4.352865e+00 1.950224e+00 -5.977482e-01 0.1825463870 -2.089764e+00
## [2937,] 4.261006e+00 2.016075e+00 1.385629e+00 2.4965468547 1.782461e-01
## [2938,] -3.567947e-01 1.608947e+00 -5.221494e-01 -1.2318573307 3.326901e-01
## [2939,] 8.564569e-01 9.614005e-01 9.426212e-01 0.2886723294 -3.725884e-01
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## [2943,] 7.398019e-01 -2.031641e+00 -3.531808e-01 1.0277968926 9.633996e-01
## [2944,] 1.622536e+00 -3.392232e+00 1.341655e+00 0.8494397937 -6.851737e-01
## [2945,] -9.514455e-01 -2.016754e+00 1.370982e+00 0.4996396450 -5.141836e-01
## [2946,] -2.160122e-01 1.312368e-01 1.561902e+00 -3.5019170414 6.968811e-01
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## [2949,] -1.378051e+00 -7.887382e-01 4.655133e-01 1.5249001972 -4.361950e-01
## [2950,] -2.620372e+00 1.216523e+00 -9.710578e-01 -1.5499010625 1.562186e-01
## [2951,] -4.800638e+00 -3.380284e+00 -7.397827e-01 -0.8812771765 -6.396615e-01
## [2952,] -4.581095e+00 -9.193493e-01 -9.883569e-01 -1.5839221546 4.356430e-01
## [2953,] 2.003387e+00 1.077487e+00 1.862625e+00 -1.3820571486 -8.267092e-01
## [2954,] 2.198440e+00 4.194549e+00 -8.940533e-03 1.2520964356 -2.063338e+00
## [2955,] 5.092020e-01 3.092297e+00 -4.348758e-03 0.9040229095 -2.159115e+00
## [2956,] -8.755205e-01 3.134887e+00 -1.437301e-01 -1.5627855119 -1.401490e+00
## [2957,] 3.773914e+00 -8.928143e-01 8.686076e-01 -1.7431813030 -3.792534e-02
## [2958,] -1.100986e+00 9.381617e-01 3.806763e-01 1.0935938411 -9.792404e-01
## [2959,] 2.686558e+00 6.477623e-02 -4.639833e-02 0.4068100006 1.069062e+00
## [2960,] -4.883089e+00 1.003612e+00 -1.275380e+00 -0.1119715924 -1.397371e+00
## [2961,] 2.208169e+00 -1.758184e+00 2.302967e+00 0.5539538516 7.178506e-01
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## [2963,] -2.313765e-01 -8.212171e-01 1.786216e-01 2.0805489994 6.995456e-01
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## [2965,] -2.676916e-02 8.846474e-01 6.259618e-01 2.4130919867 -1.414882e+00
## [2966,] 1.190159e+00 5.099934e-01 -1.639512e+00 2.1321811549 2.404141e+00
## [2967,] 3.642193e+00 -2.975330e+00 1.625148e+00 -0.2303499543 -9.677925e-01
## [2968,] -1.602022e+00 8.127993e-01 -1.731772e+00 1.6624583922 2.522904e+00
## [2969,] 2.376215e+00 4.101702e-01 5.111117e-01 -0.1030821759 8.605516e-01
## [2970,] -2.523907e+00 2.165863e+00 -2.251179e-01 -1.4344523201 -1.675314e+00
## [2971,] -4.045178e+00 -2.042263e+00 2.213687e-01 -0.3705968043 8.076258e-01
## [2972,] 1.402311e+00 3.038048e+00 -1.199682e+00 0.9012057683 1.727107e-01
## [2973,] 3.198506e+00 1.395680e+00 1.293777e+00 0.5395474805 -2.515936e-01
## [2974,] -2.017055e+00 8.768179e-02 1.100264e-02 1.7523742160 -1.858692e+00
## [2975,] 9.449410e-01 -1.668638e+00 -4.578928e-01 2.2185989814 1.364733e-02
## [2976,] -4.623291e+00 1.328127e+00 -1.026674e+00 1.6598651699 -1.423146e+00
## [2977,] 4.771361e+00 1.788836e+00 7.061802e-01 0.6990047151 -8.847066e-01
## [2978,] 5.019446e+00 -2.254541e+00 1.103885e+00 1.2371060913 -1.289303e+00
## [2979,] -1.648514e+00 1.006889e+00 9.504622e-01 -1.4931359297 -2.420999e+00
## [2980,] -2.259376e+00 -2.139898e+00 8.540007e-02 0.6726849766 8.815418e-02
## [2981,] 3.299816e+00 4.763937e-02 1.206821e+00 -0.0839873643 2.703802e-01
## [2982,] -4.573067e+00 -1.826429e+00 6.014810e-01 1.0078500801 -1.059578e+00
## [2983,] -3.065529e+00 1.594218e+00 -6.834725e-01 1.3818157468 -2.530906e+00
## [2984,] 4.651177e+00 2.223312e+00 3.748805e-01 0.0938575527 -1.486431e+00
## [2985,] 1.047416e-01 -1.981565e-01 -3.925750e-01 -0.1645519254 2.980207e+00
## [2986,] -1.442620e+00 9.654169e-01 -6.351253e-01 -0.3498588796 1.081008e+00
## [2987,] 3.865926e+00 -3.511936e-01 1.634637e+00 2.0334813190 -1.239504e-01
## [2988,] -1.627614e-01 1.863731e-01 6.506890e-01 -0.1524497798 3.002337e+00
## [2989,] -2.295662e+00 -5.685305e-01 -7.720461e-01 2.3832036462 -1.432878e+00
## [2990,] -4.884126e-01 3.644260e+00 -5.953370e-01 0.0596079006 -1.482044e+00
## [2991,] 8.449138e-02 7.659768e-01 1.198476e+00 -1.8976150727 4.097347e-01
## [2992,] 1.048378e+00 -1.819722e+00 5.866849e-02 1.1638659689 1.137704e+00
## [2993,] -9.301199e-01 -2.220778e+00 9.491333e-01 0.7777351731 2.668421e+00
## [2994,] -2.151317e+00 3.037477e-01 -2.161456e-01 0.2521067624 -6.908745e-02
## [2995,] 2.621445e+00 1.583464e-01 1.059767e+00 2.0820030503 4.055417e-01
## [2996,] 1.007993e+00 -8.019113e-02 -4.818979e-01 0.2060506790 9.745241e-01
## [2997,] 8.155431e-01 1.003329e+00 4.165503e-01 0.4481595266 1.222148e+00
## [2998,] 1.881463e-01 9.495107e-01 -4.903461e-01 0.8582838508 1.346924e+00
## [2999,] -6.701331e+00 -1.260443e+00 -6.866004e-01 -0.6997516235 -1.219261e+00
## [3000,] 4.187059e-01 -3.907549e+00 4.169634e-01 0.0495317921 4.369838e-01
## [3001,] 2.583993e+00 7.465169e-01 1.975857e+00 0.4070315371 -7.839679e-01
## [3002,] 2.540437e+00 -1.277436e+00 9.619790e-01 0.7260963747 1.798446e+00
## [3003,] -5.338665e-01 9.603628e-01 3.901214e-01 -1.4209583827 -6.126731e-01
## [3004,] 3.579677e+00 -2.586245e-01 2.123971e+00 -1.4147974655 -1.443386e+00
## [3005,] -2.561439e+00 5.120235e-01 -1.073493e-01 1.0701462791 -1.118914e+00
## [3006,] 2.083997e+00 -2.188691e-01 1.524892e+00 -2.0659869264 -1.518187e-01
## [3007,] 4.549874e+00 -2.898838e+00 8.387475e-01 -2.4168243607 -9.682341e-01
## [3008,] 4.533134e+00 -7.272081e-01 1.557389e+00 1.0477481912 -3.917965e-01
## [3009,] -1.644768e+00 3.197419e+00 -1.182328e+00 0.1135675527 -8.043021e-01
## [3010,] 2.453256e+00 1.519505e+00 -4.080338e-01 -0.5906887204 7.784159e-01
## [3011,] -3.380256e-01 1.868362e+00 1.212876e+00 -1.4675097928 -3.080605e+00
## [3012,] -5.087387e+00 -1.344109e+00 -1.143472e+00 -1.3554062115 1.150400e+00
## [3013,] -2.654413e-02 -4.503412e+00 -1.316512e+00 -0.6081385707 -2.401141e-01
## [3014,] 1.312276e+00 7.533588e-01 2.678962e-01 -0.1139805722 1.562553e+00
## [3015,] 3.883164e+00 1.583081e+00 2.574519e-02 -0.3730779937 5.738210e-01
## [3016,] 3.416043e-01 4.255347e-01 8.068874e-01 0.1390820830 9.912374e-01
## [3017,] 2.677407e+00 -1.739042e+00 1.285823e+00 0.0743298547 3.836829e-01
## [3018,] 1.517507e+00 2.878732e+00 -1.095135e+00 -1.3073737871 1.262413e+00
## [3019,] 6.784554e-02 1.497020e+00 1.853848e-01 2.5035353718 -9.973919e-01
## [3020,] -6.628662e+00 -5.138339e-01 -5.278822e-01 -0.3977287870 -2.526871e+00
## [3021,] 2.703997e+00 3.531199e+00 -1.864984e+00 0.5747591707 1.178659e+00
## [3022,] 2.222740e+00 -8.755839e-01 2.522677e+00 -0.3651210099 -4.721271e-01
## [3023,] 3.953394e-02 5.000669e-01 1.022632e-01 -1.0370976823 4.815765e-01
## [3024,] 5.080641e-01 6.872634e-02 3.616565e-01 0.7541649612 2.967714e-01
## [3025,] 1.517142e+00 1.967730e+00 6.071230e-01 1.3207885486 -1.680930e+00
## [3026,] 1.517371e+00 -1.577826e+00 3.050178e+00 0.4220214643 -1.782916e+00
## [3027,] -3.382382e+00 -2.368422e+00 -1.033900e+00 -0.2297000358 8.298116e-01
## [3028,] -1.118176e-01 2.098870e+00 -1.255746e-01 -0.0398744319 6.898592e-01
## [3029,] -4.121097e+00 9.370657e-01 -1.540527e+00 1.7078632089 -3.595418e-01
## [3030,] -1.348546e+00 1.123220e+00 -6.837396e-01 -0.1891428446 7.737018e-01
## [3031,] 2.546636e+00 1.344055e+00 2.604864e-01 0.2732752120 -3.371665e-01
## [3032,] -5.204274e+00 -2.062122e+00 -6.011275e-01 -1.3538838839 7.977296e-01
## [3033,] -4.939838e+00 2.158944e+00 -1.761273e+00 0.7496747170 -1.244955e+00
## [3034,] -2.452952e+00 -1.479406e-01 -3.633692e-01 0.5653802559 -5.931110e-01
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## [3036,] 8.063353e-01 -1.456152e-01 2.825127e+00 -2.1654641646 -1.651133e+00
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## [3049,] 1.859380e-01 1.532624e-01 8.442169e-01 0.4479981281 -8.233083e-01
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## [3056,] -5.330495e-01 -7.830817e-01 8.181771e-02 1.8081772037 7.996528e-01
## [3057,] -4.276935e+00 -2.390315e+00 -4.353293e-02 -1.2663449949 2.032652e+00
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## [3092,] -8.142575e-01 8.996386e-01 -7.632903e-01 1.5262693889 7.113465e-01
## [3093,] -1.805585e+00 -2.157446e+00 5.121460e-01 -0.3078883297 1.839301e+00
## [3094,] -1.163048e+00 3.764866e-01 -2.160997e-01 0.2369027689 9.875919e-01
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## [3148,] 8.869931e-01 -1.447612e+00 4.698774e-01 1.1819825343 2.878095e+00
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## [3151,] 1.188945e+00 -6.273856e-01 3.402071e+00 1.3595295466 -1.945917e+00
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## [3159,] 9.370967e-01 2.665182e-01 -1.015528e+00 1.6546050678 -1.074078e-01
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## [3161,] -5.930006e-01 -2.299187e-01 4.830717e-01 1.9636308219 -6.666157e-01
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## [3177,] 1.689036e-01 1.553923e+00 -3.628044e-01 -0.3511223151 4.654591e-01
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## [3679,] -1.947420e+00 1.996177e-03 -6.774501e-01 -0.0455167170 8.249176e-01
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## [3688,] 3.484623e-02 4.175473e-01 9.937543e-01 2.6698991710 -1.463262e+00
## [3689,] -5.086467e+00 -4.184803e+00 7.035393e-01 -0.3994420958 7.826541e-01
## [3690,] -1.677798e+00 1.678791e+00 -1.504685e+00 1.0052731577 2.079696e+00
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## [4124,] -3.049269e+00 1.678084e-01 -3.577440e-01 1.8673188272 -2.205631e+00
## [4125,] -4.700019e+00 -1.773903e+00 -3.829252e-01 -0.5279157477 -4.682133e-02
## [4126,] -6.627241e-01 1.837590e+00 -8.838941e-01 0.0595829739 8.881239e-01
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## [4128,] -1.878485e-01 5.298995e-01 1.249485e+00 -1.1361373139 -1.180795e+00
## [4129,] 4.702784e-01 -7.769602e-01 3.278916e-01 -0.1001573396 6.152333e-01
## [4130,] -1.561258e-01 -8.179595e-02 3.815182e-01 0.1211062880 8.753435e-01
## [4131,] -1.166068e+00 1.452878e+00 4.795373e-01 0.6078564897 -2.046324e+00
## [4132,] -3.329579e+00 5.546892e-01 1.383379e+00 -1.5996335031 -3.000751e+00
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## [4136,] 7.779867e-01 -7.732770e-01 5.611340e-01 0.5692076149 4.440306e-01
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## [4140,] -4.269579e+00 -3.409400e+00 1.552072e+00 -0.2126840191 -2.004917e+00
## [4141,] 1.370528e+00 -2.213306e+00 4.729029e-01 1.3860096687 8.460603e-01
## [4142,] -1.870460e+00 2.853414e-01 2.777052e-01 -3.3260857239 -1.034251e-01
## [4143,] 1.889343e+00 6.708872e-01 1.312378e+00 0.9030740281 6.017060e-02
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## [4145,] -5.300547e-01 2.194277e+00 -1.114576e+00 0.7311196078 1.623396e+00
## [4146,] 4.669126e+00 -1.207082e+00 -6.174386e-01 1.2235962593 1.462069e+00
## [4147,] 1.927783e+00 6.990927e-01 8.766436e-01 0.6076257994 5.663211e-01
## [4148,] -4.432247e-01 1.667194e+00 -9.930248e-01 -0.1761980373 1.584921e+00
## [4149,] -2.953857e+00 -3.711891e+00 9.405035e-01 0.6194570169 -7.523251e-01
## [4150,] -1.011881e+00 -2.253875e+00 2.365312e+00 -0.2865671880 -1.464119e+00
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## [4152,] -2.921401e+00 -3.618549e+00 6.788700e-01 -0.0884925347 2.750057e-02
## [4153,] 8.023217e-01 -5.291871e-01 1.598640e+00 -2.1792351969 -1.846564e-01
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## [4156,] 7.250828e-01 1.922581e+00 1.303389e+00 0.6976807946 -2.448988e+00
## [4157,] 1.022095e+00 1.898713e+00 3.643232e-01 -2.6145771591 3.609841e-01
## [4158,] -4.209424e+00 1.686133e+00 -5.984838e-01 0.5044180723 -2.332647e+00
## [4159,] 3.643594e-01 1.275383e+00 4.840070e-01 -0.9278037663 -4.956065e-01
## [4160,] -6.643381e+00 3.416112e-02 -1.285874e+00 -2.1813463396 -2.638333e-01
## [4161,] 2.227047e+00 -1.832463e+00 1.952989e+00 1.4238026111 2.471964e-01
## [4162,] -2.126704e+00 -7.414389e-02 -2.280439e-03 0.4048018514 -8.834175e-01
## [4163,] -3.234048e+00 1.111850e+00 -1.282314e+00 0.0152029550 -1.925100e-01
## [4164,] 2.367549e-01 3.027766e-01 1.496578e+00 -2.1652300711 -1.710966e+00
## [4165,] -1.786777e+00 2.852819e+00 -9.494103e-01 -0.5133079198 -4.273388e-01
## [4166,] -5.936059e+00 1.885822e+00 -1.224780e+00 0.5588807655 -2.507261e+00
## [4167,] 2.289599e-01 1.318259e+00 1.092951e+00 -1.2352148594 -1.089673e+00
## [4168,] -8.429638e-01 1.294572e+00 -3.656285e-01 -1.2934421505 2.573327e+00
## [4169,] 8.160710e+00 -1.157075e+00 -3.952317e+00 -2.4761104702 -1.681880e+00
## [4170,] -6.470095e-01 6.800201e-01 -9.129900e-01 -0.7871794419 2.363590e+00
## [4171,] -4.916468e-01 -1.325903e+00 4.738084e-01 -0.1979105103 1.789690e+00
## [4172,] -1.430726e+00 -3.902645e+00 2.055905e+00 -0.1547491286 -2.139534e-01
## [4173,] 2.888940e-01 3.133855e+00 -3.041352e-01 -0.1188643119 -7.404971e-01
## [4174,] 3.036961e-02 -5.060382e-01 9.774739e-01 -1.4779646595 2.528558e+00
## [4175,] 1.713150e+00 5.711085e-01 1.169810e+00 0.8191065337 -5.009079e-01
## [4176,] 5.678681e-01 1.282706e+00 1.359534e+00 -0.2495626919 -1.243855e+00
## [4177,] -3.757244e+00 -3.393947e-01 -1.348752e+00 -0.2141552394 1.311749e+00
## [4178,] -3.974680e-01 -4.582597e+00 1.174974e+00 -0.5200783829 -4.388553e-01
## [4179,] 5.621658e+00 -2.146973e+00 2.387249e+00 -1.8658287718 1.325665e-01
## [4180,] -6.907437e-01 7.431536e-02 8.844865e-03 1.0817355510 -7.279306e-01
## [4181,] -7.521002e-02 -1.040668e+00 1.620771e-01 1.2952063311 -2.914581e-01
## [4182,] 2.735357e+00 -1.792153e+00 2.210235e+00 -2.7749787811 -1.145675e+00
## [4183,] 3.435883e-01 -1.177102e+00 1.962720e+00 0.2010452923 -4.977054e-01
## [4184,] 2.597361e+00 1.673563e+00 1.670079e-01 -1.0368417596 -3.475044e-01
## [4185,] -4.048286e-02 1.840665e+00 9.203505e-01 0.3936634720 -4.733471e-01
## [4186,] -1.515466e+00 -2.000884e+00 3.620220e-01 2.0478679785 -6.024137e-01
## [4187,] -3.575737e+00 1.723814e+00 -1.158059e+00 -0.1912008017 -6.941547e-01
## [4188,] 3.520869e+00 1.628855e+00 1.608964e+00 -0.7452866132 -9.473117e-01
## [4189,] -1.460943e+00 1.905462e-01 -1.169662e+00 1.6207311281 1.364877e+00
## [4190,] -1.864291e-01 6.686798e-01 2.305913e-01 0.6074072971 -5.313218e-01
## [4191,] -2.873981e+00 -9.005962e-01 -4.094511e-01 0.6655547229 -8.439531e-02
## [4192,] -2.247394e+00 -3.134451e+00 -1.403142e-01 0.3170066662 2.267211e+00
## [4193,] -2.452784e-01 8.601376e-01 9.581011e-01 -3.2600497636 -1.089253e+00
## [4194,] 2.754016e+00 -4.668131e+00 -1.791902e+00 1.1273523617 -4.196935e-01
## [4195,] 8.674337e+00 -4.137385e+00 -7.826128e+00 -0.9136754295 -2.070920e+00
## [4196,] 4.533770e+00 1.065143e+00 1.110866e+00 0.4217687917 -4.018049e-01
## [4197,] 7.056984e-01 1.372697e+00 -1.144173e-01 -0.5321289509 1.176805e-01
## [4198,] -4.224701e+00 -1.861216e+00 -1.115010e-01 0.4687803595 -5.933584e-01
## [4199,] -3.407023e+00 6.564162e-01 -9.522692e-01 0.4402860926 1.238927e+00
## [4200,] 2.336696e+00 1.863645e+00 2.411484e-02 -0.1720424228 3.043265e-02
## [4201,] -4.715430e+00 -7.155450e-01 -1.072280e+00 -0.9241959023 1.887351e-01
## [4202,] 4.994561e+00 -3.238067e+00 8.599103e-03 -0.4314279499 -3.506025e-01
## [4203,] -2.879735e+00 1.854749e+00 -1.294556e+00 1.4901135608 -2.470317e-01
## [4204,] -2.761695e-02 2.162811e+00 -1.244189e+00 -0.1753201588 7.905390e-01
## [4205,] 4.534989e+00 -1.629287e+00 5.424130e-01 1.2950813449 5.758412e-01
## [4206,] 2.565048e-01 2.556781e+00 -9.567776e-01 -0.9467730791 1.281312e+00
## [4207,] -9.056516e-01 2.523706e+00 -7.157279e-01 -0.0967038547 -6.589672e-01
## [4208,] 9.316541e+00 -3.477636e+00 -6.479179e+00 -3.6953516740 -2.981349e+00
## [4209,] 3.356545e+00 2.826689e+00 6.194161e-01 1.1070866261 -1.061916e+00
## [4210,] 2.489035e+00 1.956906e+00 6.219594e-01 0.5112776587 -7.574739e-01
## [4211,] -1.882061e+00 4.486279e-01 -1.392391e+00 0.4063626183 1.949507e+00
## [4212,] 2.495186e+00 1.295799e+00 9.715749e-01 0.2952794076 -1.251292e+00
## [4213,] -1.912289e+00 -1.810654e-01 -8.115413e-01 1.6663389643 -7.374672e-01
## [4214,] 3.209722e+00 -1.176426e+00 1.448837e+00 -0.4729837468 1.680508e+00
## [4215,] 6.440070e-01 4.628871e-01 1.022968e+00 -2.0810974924 1.030892e+00
## [4216,] 1.905850e+00 9.069073e-01 1.476083e+00 0.7345764697 -5.253303e-01
## [4217,] 9.988958e-01 1.370409e+00 4.875183e-01 0.6825555315 -5.013874e-01
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## [4219,] 1.075826e+00 -4.644158e-01 1.498925e+00 2.0056861722 -8.963542e-02
## [4220,] -6.514034e+00 -6.524151e-01 -1.192772e+00 -0.8591479519 -1.026910e+00
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## [4222,] -4.827630e+00 -3.706402e+00 -3.722638e-01 -0.8959394996 7.842908e-01
## [4223,] -1.240730e+00 -3.349426e+00 1.393836e+00 -0.1827199402 6.209418e-01
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## [4225,] -1.520395e-01 -1.048975e-01 3.864395e-02 1.9363172019 9.565124e-01
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## [4227,] -3.337962e+00 -2.900981e+00 1.716266e-01 1.2568383061 1.792545e-01
## [4228,] -1.660535e+00 4.597907e-01 -7.135372e-01 -1.1462050538 1.476579e+00
## [4229,] 2.194022e+00 -1.145010e+00 1.483067e+00 1.4555399901 8.971212e-01
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## [4232,] -4.545094e+00 -1.632649e+00 -3.470011e-01 -0.3404881282 -9.790349e-01
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## [4237,] -5.653745e+00 -2.072818e+00 -1.203563e+00 -1.6523626521 6.530835e-01
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## [4240,] -5.504597e+00 -2.562613e+00 -5.126502e-01 -1.7636965135 2.085025e+00
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## [4242,] 5.703491e-01 -3.466251e-01 1.626959e+00 -2.7316610846 -3.396827e-01
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## [4271,] -1.126700e-01 -4.000189e-01 4.270156e-01 0.1757475491 4.183517e-02
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## [4286,] 2.708937e+00 1.654481e-02 -6.006738e-02 2.5275950131 9.093250e-01
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## [4288,] -2.594420e+00 -3.259461e+00 5.983301e-01 0.1312021563 5.607626e-01
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## [4290,] -5.605500e+00 -8.772683e-01 -1.548674e+00 -1.1919058665 9.784183e-01
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## [4294,] -6.223313e-01 2.719279e+00 8.062511e-02 0.5588002987 -1.711363e+00
## [4295,] 4.047694e+00 -7.675292e-01 -7.993861e-01 0.1856085704 3.358237e-01
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## [4298,] 3.314243e+00 -1.889518e+00 4.493107e-01 0.5530171029 4.445669e-02
## [4299,] 1.303928e+00 9.754643e-01 1.126012e+00 1.3814686082 -1.809395e+00
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## [4301,] -8.453905e-01 7.946177e-01 -9.593722e-01 0.9521292454 1.164026e+00
## [4302,] 1.250332e+00 1.830353e+00 -2.715144e-01 -1.2347191385 5.422923e-02
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## [4304,] -1.462599e+00 9.430413e-03 -1.519853e+00 0.6753005578 9.495428e-01
## [4305,] -1.361520e+00 -1.035652e+00 -9.860952e-02 0.6743658414 1.236802e+00
## [4306,] -1.844461e-01 1.076391e+00 -1.894726e-02 -3.4181721180 -1.102624e-01
## [4307,] -2.045052e-01 4.841965e-01 -1.160388e+00 1.8461921706 1.541459e+00
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## [4309,] -1.777931e+00 -3.000974e+00 2.046033e-01 -0.1747315444 7.605344e-01
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## [4312,] -2.749217e+00 2.639801e+00 -1.758206e+00 -0.4405535017 2.947885e+00
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## [4316,] 2.328628e+00 -1.086602e+00 2.378717e-01 1.9061010649 1.473440e+00
## [4317,] -4.627062e+00 -2.242044e+00 -3.105595e-01 -1.2725623131 1.288231e+00
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## [4320,] -1.531961e+00 -1.065775e+00 8.385319e-01 0.6124296478 1.418909e-01
## [4321,] 8.619047e+00 -2.781989e+00 -2.014637e+00 -1.1537494836 -1.722937e+00
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## [4323,] -1.001166e-01 1.183211e+00 3.192255e-01 -1.2148232503 -9.587139e-01
## [4324,] -1.425176e-01 -7.467585e-01 8.642669e-01 1.5151310391 -4.939629e-01
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## [4329,] 1.876852e-01 4.109927e-01 1.293575e+00 1.5011042300 -1.997449e+00
## [4330,] -2.559079e+00 2.861242e+00 -1.291803e+00 -2.7546335088 1.322764e+00
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## [4332,] -4.336683e+00 -1.425307e+00 9.223431e-02 -0.3999701852 -1.283983e+00
## [4333,] 2.533950e+00 -6.695602e-01 1.217491e+00 1.5234569732 1.283580e+00
## [4334,] -3.959244e+00 -3.549173e+00 1.274655e+00 -0.3342516637 -9.078630e-01
## [4335,] -2.770673e+00 -1.717826e+00 -2.312529e-01 -0.3367302126 1.125685e+00
## [4336,] -1.516321e-01 -3.763935e+00 7.278701e-01 -0.0821664517 4.667875e-01
## [4337,] 1.062203e+00 1.699566e+00 3.260536e-02 2.4429724111 -1.009905e+00
## [4338,] -2.875941e+00 1.453824e+00 -1.894906e+00 -0.1018851509 1.474083e+00
## [4339,] 3.565070e+00 6.227781e-01 8.883472e-01 -1.6635362068 4.096231e-01
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## [4342,] -2.975669e+00 3.570336e+00 -1.466991e+00 -2.7314296959 1.126872e+00
## [4343,] -1.465632e+00 -1.486153e+00 9.786072e-01 0.7145106151 -5.675461e-01
## [4344,] -2.029027e+00 3.997336e-01 -4.522342e-01 -1.0336223302 3.418194e-01
## [4345,] -2.753501e+00 1.418394e+00 -1.043352e+00 1.6571802307 -3.233459e-01
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## [4347,] -2.267088e+00 -2.327391e+00 -3.899640e-01 -0.0429835161 9.975826e-01
## [4348,] -6.594122e+00 -1.213089e+00 -4.786050e-01 -0.7043080109 -1.622614e+00
## [4349,] 1.121844e+00 2.133473e-01 -2.617342e-01 0.4422746471 7.640636e-01
## [4350,] 2.659275e+00 -9.727116e-01 1.117705e+00 1.9507707949 1.760730e-01
## [4351,] 2.743965e+00 1.079265e+00 5.597743e-01 1.0288365318 8.087416e-01
## [4352,] 8.015318e-01 4.604646e-01 1.351335e+00 -1.7516975231 -2.209953e+00
## [4353,] 4.707888e+00 1.424708e+00 1.179862e+00 0.8971036356 1.529718e-01
## [4354,] -2.607191e+00 2.684130e+00 -1.875685e+00 0.1193554402 7.218350e-01
## [4355,] 9.829551e-01 2.878633e-02 6.598180e-01 -3.2840138994 -5.390753e-01
## [4356,] 5.227153e-01 1.645805e+00 1.125672e+00 -1.9690722051 -1.030543e+00
## [4357,] 1.697259e+00 1.596024e+00 9.197100e-01 -1.3013001549 -1.302985e-01
## [4358,] 5.932389e-01 7.100847e-01 1.067257e+00 -3.6608401948 9.428291e-01
## [4359,] 2.667478e+00 1.700845e+00 2.766673e-01 0.3844189876 -1.659733e-01
## [4360,] 4.097768e+00 -3.069103e+00 -4.973525e-01 -3.6022929386 -4.307624e-01
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## [4362,] -1.271985e+00 -1.234823e+00 -1.151110e+00 0.8492463244 9.831236e-01
## [4363,] 1.713923e+00 1.405897e+00 8.235739e-02 0.0054942230 1.470613e+00
## [4364,] -1.124113e+00 -2.991665e+00 1.723380e+00 0.8809866002 -8.996849e-03
## [4365,] -1.261950e+00 -6.314336e-02 -1.097106e+00 0.8930179528 6.017973e-01
## [4366,] 2.782289e+00 -5.149840e-01 3.493300e-01 1.1359930635 1.198257e+00
## [4367,] 4.900491e-01 3.311311e-01 -1.287170e-01 1.2017771721 1.687781e+00
## [4368,] -2.515379e+00 -2.098982e+00 -3.910434e-01 0.5531084538 1.350783e+00
## [4369,] 1.265527e+00 2.630404e+00 -4.617596e-01 0.7838419744 2.251583e-01
## [4370,] -6.155577e-01 -1.339163e+00 2.967884e-01 1.7104314919 2.289975e+00
## [4371,] -1.865123e+00 1.980414e+00 -8.090151e-01 -2.7889838789 6.596548e-02
## [4372,] 3.587352e+00 -1.187842e+00 2.767318e+00 0.1686820266 -6.477944e-01
## [4373,] 8.032390e-01 1.490233e-01 1.055059e-01 1.8846910609 1.040255e+00
## [4374,] -8.473909e-01 1.618166e+00 -9.775948e-01 -0.0434272804 2.587257e+00
## [4375,] -8.882890e-01 2.042179e+00 -5.874700e-01 0.5745431875 -5.296851e-01
## [4376,] 2.386427e+00 1.565056e-01 1.199596e+00 -1.1347137558 -4.520499e-01
## [4377,] -1.498545e+00 -1.626960e-01 3.228994e-01 1.7713395414 -1.522551e+00
## [4378,] -5.524644e+00 -3.047385e+00 1.974642e+00 -1.1223240145 -1.522687e+00
## [4379,] -1.186682e+00 5.662276e-01 7.988308e-01 0.3006892280 -1.875514e+00
## [4380,] -6.621975e+00 -2.161648e-01 -1.484887e+00 -0.1024493598 -6.457718e-01
## [4381,] 2.475794e+00 6.594998e-01 1.134724e+00 -0.8620009886 2.134585e+00
## [4382,] 1.464325e+00 6.955243e-01 1.547001e-01 0.3098378216 2.277854e+00
## [4383,] 1.626601e+00 2.120145e+00 -5.283265e-01 -0.1921397703 6.481330e-01
## [4384,] 6.533409e+00 -3.739502e-01 2.146478e+00 -1.7853798896 -5.850236e-01
## [4385,] -5.361752e-01 1.701896e-01 1.315421e+00 -3.1974106765 1.947680e+00
## [4386,] 3.175618e+00 -1.191077e+00 2.309087e+00 0.3036866588 -2.357441e-01
## [4387,] 2.021407e+00 -8.949760e-01 1.634267e+00 0.9913171883 2.196035e+00
## [4388,] -7.916941e-01 2.959738e+00 -6.077982e-01 0.1928663858 -1.654318e+00
## [4389,] -2.107496e-01 -2.397399e+00 -5.226910e-01 2.2780379788 3.976012e-01
## [4390,] 4.835577e+00 5.000031e-01 1.828896e+00 2.6023804318 -2.622469e-01
## [4391,] -5.247292e-01 -3.276626e+00 2.261006e-01 0.1072172859 -4.458555e-01
## [4392,] 4.134623e+00 1.611045e+00 9.922733e-01 -0.0661769251 -4.279229e-01
## [4393,] -1.183962e+00 2.750013e+00 -1.044903e+00 -0.4239223827 2.716253e-01
## [4394,] 2.136378e-01 6.101810e-01 1.120526e+00 2.2297387213 -2.259747e+00
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## [4400,] -9.762177e-01 3.635590e-01 -3.102629e-01 -0.3029727566 7.218737e-01
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## [4658,] -1.382347e+00 -1.506951e+00 2.688710e-01 1.3902142310 -1.979183e-01
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## [4672,] -2.126618e-01 -5.621191e-01 -4.684863e-01 2.8974121050 5.636030e-02
## [4673,] 2.169507e+00 -1.193582e+00 1.857398e+00 0.4372489599 1.796251e+00
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## [4677,] -3.566672e+00 1.769284e+00 -1.364374e+00 -0.1665790277 4.988521e-01
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## [4680,] -4.143310e+00 -3.302638e+00 1.523780e+00 0.1102615221 -8.382197e-01
## [4681,] 7.417460e+00 -3.253665e+00 -3.071971e+00 -4.0313746116 -2.961057e+00
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## [4683,] 3.132065e+00 -3.931071e-01 1.564265e+00 0.3077465833 1.421711e+00
## [4684,] -1.585683e+00 -6.022368e-01 3.341960e-01 1.3447363051 6.550875e-01
## [4685,] -1.547326e+00 2.333014e-01 1.189098e+00 -0.0958900448 1.406669e+00
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## [4687,] 4.826596e+00 -3.197538e+00 -8.208571e-01 -0.6983751067 -4.610513e-01
## [4688,] -5.252262e-01 -3.001205e+00 1.929469e+00 1.4384227113 -4.743111e-01
## [4689,] 7.827534e+00 -1.878890e+00 -2.886060e+00 0.5881595805 7.977085e-02
## [4690,] 2.391906e+00 2.952265e+00 2.817080e-01 0.7907733645 -6.323563e-01
## [4691,] -3.767304e+00 6.941483e-01 -1.523214e+00 0.8446812524 2.604181e-01
## [4692,] -4.006996e+00 2.507930e+00 -1.266370e+00 -2.6986529882 -1.909938e-01
## [4693,] -9.531025e-01 2.160762e+00 7.587910e-02 1.3191332659 -1.753592e+00
## [4694,] -1.688541e+00 -1.843535e+00 7.340648e-01 0.0922043199 6.907268e-01
## [4695,] -3.720833e+00 1.476234e-01 -8.504424e-01 1.9901073057 2.159579e-01
## [4696,] 6.492429e+00 -2.825587e+00 7.920657e-01 0.8369974847 1.944952e-01
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## [4698,] -3.575108e+00 -7.561977e-01 -4.847557e-01 0.2866986413 1.114704e+00
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## [4702,] 6.633186e-02 3.426666e+00 -2.801126e-01 1.5288796221 -2.017565e+00
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## [4704,] -7.190594e-01 -3.235059e+00 1.490641e-01 -0.4653307929 3.183746e-01
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## [4708,] -7.478292e-02 3.153020e+00 -6.526375e-01 0.6171030059 -1.373470e-01
## [4709,] 8.164478e-01 1.960423e+00 -7.689872e-01 0.8841522240 1.893370e+00
## [4710,] 1.006320e+00 6.748904e-01 1.240295e-02 1.2946775063 3.069187e+00
## [4711,] -3.231296e+00 3.873488e+00 -1.326318e+00 0.8633539546 -1.866460e+00
## [4712,] -1.723223e+00 7.342481e-01 -4.128261e-01 1.3236425689 -3.501306e-01
## [4713,] -1.768756e+00 -1.570170e+00 4.085629e-01 1.7978437007 -5.281315e-01
## [4714,] -6.114742e-01 -3.772189e-01 1.659068e-01 0.2720068930 -2.921243e-01
## [4715,] 2.386558e+00 1.132487e+00 -3.660339e-01 0.8682658229 7.309242e-01
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## [4717,] -2.308492e+00 2.575562e+00 -7.344589e-01 -3.1514036172 2.211085e+00
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## [4721,] 5.722766e-02 -7.436961e-01 2.702628e-01 0.6212082786 5.232338e-01
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## [4726,] 6.255224e-02 1.733182e+00 5.034180e-01 -1.5924615135 -5.766647e-01
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## [4732,] -1.146723e-01 1.040477e+00 2.939742e-01 2.4109121488 1.788045e-01
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## [4805,] 3.502816e-01 1.457246e+00 1.513597e+00 -0.9508825830 -2.557121e+00
## [4806,] -8.712393e-01 -1.630449e+00 1.238598e+00 1.4510293299 -2.216181e+00
## [4807,] 1.374373e+00 1.579326e+00 -2.366493e-01 0.9945102916 1.959708e+00
## [4808,] -2.071792e+00 -2.362253e+00 2.213706e-01 1.6379962384 1.358036e+00
## [4809,] -1.796475e+00 -4.098871e-02 1.426327e+00 -3.0062701830 -1.582510e+00
## [4810,] -3.163728e+00 -1.576546e+00 6.747250e-01 0.7979316000 -7.865235e-02
## [4811,] -8.216104e-01 -1.130436e+00 1.201532e+00 0.4721793209 1.205908e+00
## [4812,] -8.376320e-01 -3.959467e+00 4.156784e-01 -0.4361221055 2.812284e-01
## [4813,] 1.407198e-01 -2.237441e+00 1.004303e+00 0.2533343862 1.341618e+00
## [4814,] 2.205483e+00 2.020144e+00 3.388957e-01 -0.7625845072 -7.769559e-01
## [4815,] -1.776019e+00 4.186621e-01 3.710075e-01 1.0289045273 -9.708566e-01
## [4816,] -2.709493e+00 -1.284204e+00 2.543213e-02 -0.5205281336 -1.425874e-01
## [4817,] 2.957554e-03 1.076278e-01 5.238019e-01 0.1538057642 -3.025987e-01
## [4818,] -8.273432e-01 1.410155e+00 -1.975521e-01 1.9746788191 -1.615803e+00
## [4819,] -3.101857e+00 -1.372391e+00 -9.407287e-01 -0.2878844889 2.001986e+00
## [4820,] -2.382012e-01 8.449773e-02 1.427592e-01 1.5955818392 2.047336e-01
## [4821,] -3.349234e+00 2.198715e-01 -3.159490e-01 2.2232934471 -1.871890e+00
## [4822,] 4.395464e-01 -4.876179e-01 3.780916e-01 -1.1582539296 5.677133e-01
## [4823,] 2.118980e+00 2.363229e+00 7.196633e-01 1.4926315825 -1.545320e+00
## [4824,] -4.237960e+00 -2.684310e+00 1.073379e+00 1.0863354292 -2.461459e+00
## [4825,] -2.611908e-01 -1.628600e+00 2.665806e+00 -2.0419157853 -9.442689e-01
## [4826,] -4.859202e+00 -1.036615e+00 -1.219904e+00 -0.6247658005 3.304296e-01
## [4827,] -8.989048e-01 2.639764e+00 -5.755186e-01 -2.5940069237 6.504128e-01
## [4828,] 2.785677e-01 3.325998e-01 7.024029e-01 2.6393825179 -7.433561e-01
## [4829,] -4.209420e+00 4.163600e+00 -1.540201e+00 0.9030038920 -2.150504e+00
## [4830,] -5.807924e+00 -6.140675e-01 -1.119056e+00 -1.5255024239 3.643881e-01
## [4831,] -1.576487e+00 -1.651323e+00 3.228501e-01 0.6333897709 -5.501828e-01
## [4832,] -4.082295e+00 -3.699081e-01 -8.992488e-01 -0.1374407699 1.123467e+00
## [4833,] 6.609308e-01 1.202411e+00 4.525166e-02 -2.9970537689 -4.322070e-01
## [4834,] -1.070188e+00 -1.654339e+00 -5.941387e-02 0.5484521689 1.888867e+00
## [4835,] 1.779690e-01 1.732007e+00 6.240198e-01 0.0634949569 -1.888096e+00
## [4836,] 4.219605e+00 1.793098e+00 2.695294e-01 0.8757988377 1.403988e+00
## [4837,] 2.997278e+00 -1.025334e-01 1.045735e+00 0.1307247604 2.911068e-01
## [4838,] 8.375820e-01 1.854499e+00 4.662983e-02 -0.4504390683 1.052873e-01
## [4839,] 1.078085e+00 8.711556e-03 1.034482e+00 1.7350745651 -4.053360e-01
## [4840,] -6.260135e+00 -4.587614e-01 -1.149350e+00 -0.1203348862 -1.107837e+00
## [4841,] -3.058550e+00 -2.661377e+00 2.175537e-01 0.8187980760 1.447949e+00
## [4842,] -2.174604e+00 1.541570e+00 -2.472641e-01 -0.3184695203 -1.441071e+00
## [4843,] 3.230596e-01 -2.573669e+00 1.009212e-01 1.9334632605 1.338164e+00
## [4844,] 8.499873e-01 -5.365394e-02 8.419316e-01 0.6013424124 9.224721e-01
## [4845,] 5.414782e+00 1.318599e+00 -8.629126e-01 -0.0373308053 1.170820e+00
## [4846,] -1.572751e+00 -2.294137e+00 -5.169846e-01 -0.0435128034 6.784862e-02
## [4847,] 3.236197e-01 1.045078e+00 4.432866e-01 -1.2179785279 -1.519410e+00
## [4848,] -3.795331e+00 2.135759e+00 -1.947992e-01 -1.5159493742 -3.226205e+00
## [4849,] -6.166312e+00 2.323113e-01 -1.246317e+00 -1.0113420232 -8.041378e-01
## [4850,] 4.152772e+00 -6.091399e+00 -7.199114e-01 0.2315460387 -1.258766e+00
## [4851,] 2.458099e+00 4.351467e-01 6.308390e-01 1.5847459450 1.394185e-01
## [4852,] -5.743141e+00 -2.746298e+00 -5.046273e-01 -1.2755620340 6.955523e-01
## [4853,] 1.256204e+00 1.395431e+00 -2.982961e-01 0.0157304912 4.234848e-01
## [4854,] 8.239874e-01 -1.052436e+00 1.937189e+00 -3.0398303741 1.416448e+00
## [4855,] 2.613686e+00 2.772714e+00 -5.866368e-01 0.3381946356 -4.710613e-01
## [4856,] 1.195127e+00 -1.935268e+00 2.016666e+00 -0.8315429304 1.189464e+00
## [4857,] -1.316606e+00 -1.981682e+00 1.925529e+00 1.0402957127 -7.730008e-01
## [4858,] 2.490307e+00 1.649512e+00 1.221691e+00 -0.0781793279 7.914784e-01
## [4859,] 2.266822e+00 -1.953351e+00 7.652701e-01 -0.4307923904 1.507238e+00
## [4860,] -1.615070e+00 -2.313864e-01 -2.110096e-01 0.7863428988 -2.176586e-01
## [4861,] 1.763192e+00 3.018909e+00 -2.526265e-01 0.1189549141 5.009803e-01
## [4862,] 1.879102e+00 1.642284e+00 5.429466e-01 1.1507777894 -1.000772e+00
## [4863,] 8.134451e-01 2.785701e+00 3.283154e-01 -0.0248621400 -1.726952e+00
## [4864,] 6.401633e+00 -2.583559e+00 -1.607379e+00 -0.0128170201 -2.806130e-01
## [4865,] -7.975316e-01 -1.327182e+00 4.307546e-01 0.0735475555 -4.451469e-01
## [4866,] -6.101117e-01 1.316968e+00 1.116116e+00 -1.9945974956 -1.436910e+00
## [4867,] 3.303518e+00 8.379419e-01 3.868318e-01 -0.2199433376 6.623460e-01
## [4868,] 4.554067e-01 3.658542e-01 7.604864e-01 1.0517716067 -5.695918e-01
## [4869,] -1.232271e+00 1.982101e-01 -7.699052e-01 1.0999817233 1.549360e+00
## [4870,] -2.455030e+00 3.197746e+00 -1.169779e+00 -2.5422415901 -2.683636e-01
## [4871,] 1.147399e+00 -3.796001e-01 2.362262e-01 0.7579050818 3.872516e-01
## [4872,] 3.577824e+00 3.942113e-01 2.985964e-01 0.3455237085 1.587359e+00
## [4873,] -1.997816e+00 -2.690896e+00 -5.662263e-01 0.5765442085 1.423577e-01
## [4874,] 1.197085e+00 2.929604e+00 -8.469164e-01 1.6187635754 5.191791e-01
## [4875,] 2.419264e+00 1.645271e+00 5.188053e-01 -0.5043144228 -1.473155e+00
## [4876,] 1.924230e+00 3.242347e+00 -8.065737e-01 0.1187158414 9.169150e-01
## [4877,] -4.230572e+00 3.441890e-01 -1.096266e+00 -0.9000630968 4.647028e-01
## [4878,] 8.950928e+00 6.482270e-01 -2.294348e+00 -0.4809295430 -8.130730e-01
## [4879,] 4.266658e+00 4.369164e-01 9.949288e-01 1.7574750865 5.141200e-01
## [4880,] 2.336829e+00 2.539428e+00 -7.674335e-01 0.0522881939 -3.690424e-02
## [4881,] -6.970821e-01 1.191723e+00 5.963545e-01 0.0810001467 -1.902510e+00
## [4882,] -9.688816e-01 1.998944e+00 -6.460920e-01 -1.9784915693 8.685172e-01
## [4883,] -1.709737e-01 1.058995e+00 2.145153e-01 0.4651162836 8.357998e-01
## [4884,] -4.004569e+00 1.756253e+00 -7.733265e-01 -3.0561209234 -4.564577e-02
## [4885,] 2.940014e+00 -2.391657e+00 3.254745e+00 -1.8370318279 -1.134115e+00
## [4886,] 1.379248e-01 -1.108069e+00 8.079519e-02 -0.1504343332 7.674937e-01
## [4887,] -2.037524e+00 1.988804e+00 -6.330536e-01 0.0892209348 -5.793039e-01
## [4888,] 8.924040e-01 4.049450e+00 -8.761443e-01 0.7843769717 -1.435711e-01
## [4889,] 1.339949e+00 1.873186e-01 1.161796e+00 -0.6567368412 1.948002e+00
## [4890,] -3.695399e+00 -4.066870e+00 1.173651e+00 0.6501568891 -9.815870e-01
## [4891,] 8.245993e-01 1.120974e+00 3.428985e-01 0.9410369654 -3.967455e-01
## [4892,] -2.644466e+00 3.978426e-01 -3.305495e-01 2.3143864091 -6.659329e-01
## [4893,] 3.552307e+00 2.149406e+00 3.650086e-01 1.9191096187 1.752016e-01
## [4894,] 7.175243e-02 -6.156564e-01 8.007670e-01 -0.0091786946 7.260212e-01
## [4895,] -9.541737e-01 8.899762e-01 1.264351e+00 -0.6365828456 -2.219976e+00
## [4896,] 3.393723e+00 -1.006185e+00 1.736471e+00 0.6866340151 8.881717e-01
## [4897,] 8.378771e-01 -3.879482e-01 -6.682172e-01 2.1279588833 1.546718e+00
## [4898,] 3.639847e+00 -1.800228e+00 1.932552e+00 0.7717236233 -1.633061e+00
## [4899,] 1.769974e-01 2.577193e+00 4.501918e-01 1.9238889826 -2.320298e+00
## [4900,] -3.105058e+00 4.851121e-01 -1.324836e+00 -0.3397701331 1.277966e+00
## [4901,] -3.943048e-02 2.336397e+00 -7.557216e-01 1.2818957959 -3.365307e-01
## [4902,] -3.815797e+00 1.093149e+00 -1.061617e+00 -1.2464386098 2.621111e-01
## [4903,] -9.412037e-01 2.132386e+00 -6.315234e-01 1.9949388961 -1.556007e+00
## [4904,] -1.490060e+00 7.632003e-01 5.132516e-01 -3.0397261350 -7.852648e-01
## [4905,] 1.142851e+00 -2.172358e-01 1.424473e+00 -0.0109281569 1.532012e-01
## [4906,] 9.333741e-01 -7.614474e-01 -6.899710e-02 2.8878775572 1.238702e+00
## [4907,] 2.497909e+00 4.336816e-01 2.708041e+00 -0.4938002447 -3.233353e+00
## [4908,] 2.429120e+00 1.176554e+00 1.706745e+00 0.2638622179 -2.326771e-01
## [4909,] -1.047798e+00 -1.366817e-01 -3.040590e-01 -1.4106963016 8.085337e-01
## [4910,] 1.865058e+00 1.855445e-01 7.584629e-02 -0.1314836696 8.934916e-01
## [4911,] 2.541889e-01 -1.292441e+00 2.520961e+00 -2.5185084113 9.756887e-01
## [4912,] -1.487850e+00 1.105574e+00 -1.169071e-01 1.1905046462 -1.937645e+00
## [4913,] 3.986236e+00 -2.328190e+00 6.788022e-01 -0.3118226469 5.062352e-01
## [4914,] -2.170437e+00 -7.643732e-02 9.124407e-01 1.2264833343 -9.488790e-01
## [4915,] -6.085831e-01 -3.057651e-01 1.222266e+00 -2.7880306301 -3.070966e-01
## [4916,] -2.045689e+00 -5.202706e+00 2.492504e-01 -0.3098600493 -7.859327e-02
## [4917,] -1.202243e-01 2.413785e+00 -1.067260e+00 -0.3383876379 1.114393e+00
## [4918,] -1.827866e+00 2.703643e+00 -6.764668e-01 1.5246389687 -1.383888e+00
## [4919,] -2.842547e-02 2.271857e-01 -2.396990e-01 -1.2888177295 1.471813e+00
## [4920,] 1.742345e+00 1.523171e-01 9.778032e-01 0.4190932136 1.045059e+00
## [4921,] 1.155281e+00 -4.878139e-02 1.401091e+00 -0.8675579225 -1.049968e-01
## [4922,] 2.482859e+00 -3.448372e+00 8.687463e-01 1.0632663688 -1.011261e-01
## [4923,] 7.855656e-01 8.020902e-01 -9.300536e-01 1.1790165826 1.364146e+00
## [4924,] 1.863668e+00 9.283837e-01 1.212458e+00 1.3067958866 -9.044974e-01
## [4925,] -3.354824e+00 -4.490304e+00 6.998717e-02 -1.0752335481 1.563210e+00
## [4926,] 3.408060e+00 1.396157e+00 1.698660e+00 0.6431644653 -4.076535e-01
## [4927,] -5.154297e+00 -1.472026e+00 -5.431422e-01 1.3943532764 -2.136741e+00
## [4928,] 3.741336e+00 3.470404e-01 9.862819e-01 -0.8729393772 2.268494e-01
## [4929,] 5.356138e-01 -2.489039e+00 -4.630890e-01 0.5684262309 1.517842e+00
## [4930,] -2.811795e+00 2.978646e+00 -1.458253e+00 -2.8565328069 2.060376e+00
## [4931,] -6.395961e-01 7.437335e-01 -2.352505e-01 1.4608400738 -5.763765e-01
## [4932,] 7.133665e+00 3.276045e-01 -1.523505e+00 -0.6402810876 -5.564741e-01
## [4933,] 2.850972e+00 1.509278e-01 7.485624e-01 1.0522752807 1.113670e+00
## [4934,] 3.316304e+00 -1.507985e+00 7.697591e-01 0.1781419275 9.916585e-01
## [4935,] -8.445536e-01 -1.507291e+00 -2.916448e-01 0.3532898475 6.559254e-01
## [4936,] 2.271666e+00 4.512973e-01 9.490119e-01 -0.7938109804 1.447599e+00
## [4937,] 1.062345e+00 -1.321674e+00 1.818466e+00 2.1381030366 -4.219714e-02
## [4938,] 3.936048e+00 -1.613263e+00 -1.857450e+00 0.8124228726 7.160081e-01
## [4939,] -5.332789e+00 -1.539841e+00 -1.738866e-01 0.1145531243 -1.136718e+00
## [4940,] -1.902065e+00 3.738248e+00 -1.250725e+00 -0.8953119898 -5.391913e-01
## [4941,] 9.396865e-01 4.130074e-01 1.191064e+00 1.5490050662 -6.926337e-01
## [4942,] 1.226960e+00 2.415911e+00 7.692092e-01 -1.4603159229 1.455667e+00
## [4943,] 4.990532e+00 -3.555723e+00 -1.202075e-01 0.3255719178 -6.816561e-01
## [4944,] 1.004957e+01 -8.339118e+00 -1.279706e+01 -1.4726060449 -4.614895e+00
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## [4946,] -1.147661e+00 -4.291542e-01 -8.967849e-01 0.6115498658 1.214502e+00
## [4947,] -1.019386e+00 -5.722855e-02 -5.638636e-01 0.1426905444 2.280837e+00
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## [4949,] -2.432866e+00 -6.382238e-02 -8.514522e-01 0.3901903074 2.542141e+00
## [4950,] 6.448031e-02 9.241756e-01 6.122191e-01 1.3596060331 -3.611574e-01
## [4951,] -2.731673e-01 1.196905e+00 -2.780063e-01 0.9542177485 -4.698485e-01
## [4952,] 2.779206e+00 -3.436929e-01 1.088024e+00 1.8004800248 1.425873e+00
## [4953,] 1.103062e+00 5.214359e-01 -7.784788e-01 0.8887246221 1.018803e+00
## [4954,] 6.117507e-01 1.599124e+00 -3.078513e-01 -0.1235157249 6.011831e-01
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## [4957,] -1.614094e+00 1.224716e+00 -1.094419e+00 1.7839159805 -1.143776e+00
## [4958,] 1.422989e+00 6.753895e-01 -7.596015e-01 1.8829524232 1.303961e+00
## [4959,] 4.363164e-01 3.904102e-01 -3.562483e-01 0.0173790153 1.213683e+00
## [4960,] -2.638630e+00 2.026074e+00 -7.690819e-01 -0.2206055214 -9.759144e-01
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## [4963,] 1.923972e+00 9.119288e-01 5.752640e-01 0.5101304796 -4.696022e-01
## [4964,] 3.672848e+00 6.773115e-01 9.596832e-01 0.8095266908 1.178071e+00
## [4965,] 3.525284e-01 1.450476e+00 -6.385579e-01 -1.7236406235 1.170176e+00
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## [4967,] -2.825734e+00 2.133635e+00 -5.700750e-01 -3.0744219481 3.651502e-01
## [4968,] 2.853922e+00 8.211062e-01 1.829948e+00 -1.0813765088 -1.410754e+00
## [4969,] -3.301444e+00 -3.653576e+00 1.006891e+00 0.7014283541 -6.913066e-01
## [4970,] 1.171825e+00 9.048907e-01 -1.813787e-01 -0.3417506892 2.174179e+00
## [4971,] 2.028046e+00 3.225045e+00 -9.661936e-01 -0.7363825926 4.582344e-01
## [4972,] -5.604755e+00 -2.119567e+00 5.252609e-01 0.5245478880 -2.650862e+00
## [4973,] 1.928190e+00 -7.100580e-03 8.300419e-01 1.3243982288 -6.599442e-01
## [4974,] 1.342386e+00 6.744087e-01 -4.659418e-01 1.2209341882 8.032909e-01
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## [4976,] 1.706567e+00 -1.132853e+00 -6.596639e-01 2.5130658038 1.604333e+00
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## [5007,] 1.697507e+00 9.632348e-01 1.921396e-01 1.2997308900 -8.479976e-01
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## [5046,] -2.442423e-01 -6.878563e-01 2.139333e+00 -3.3756809587 9.992661e-01
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## [5052,] -1.672321e+00 3.180471e+00 -7.753612e-01 -0.9273313976 -1.120963e+00
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## [5058,] -2.665999e+00 -9.538674e-01 -1.064385e+00 -0.2030147921 2.960427e+00
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## [5060,] -7.092200e-01 -6.378036e-02 -4.956882e-01 0.0652371872 6.841781e-01
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## [5062,] -1.115772e+00 1.085266e+00 1.669769e-01 -3.0349608944 1.884687e+00
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## [5065,] -7.175213e-01 1.319318e+00 -1.381635e+00 1.5345893490 1.422628e+00
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## [5067,] 4.852272e+00 1.183525e+00 1.066018e+00 0.0858726936 7.483878e-01
## [5068,] -2.187812e-01 -3.134658e+00 -4.095970e-02 1.3136489889 -3.275537e-01
## [5069,] 4.058275e-01 -3.548790e-01 -1.522720e-01 -0.3550617125 9.616139e-01
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## [5149,] 2.877837e+00 -1.674431e-01 1.459944e+00 0.5022552195 8.120259e-01
## [5150,] -2.703878e+00 -1.917888e+00 -6.928141e-01 -0.5435938929 8.615693e-01
## [5151,] 1.966152e+00 1.557780e+00 2.946873e-01 0.4719105615 -7.221642e-01
## [5152,] -5.452845e-01 -6.664312e+00 -2.908451e-01 -1.4995635146 -4.876722e-01
## [5153,] -2.602292e+00 1.244501e-01 -5.482454e-01 1.7638526483 -3.831810e-01
## [5154,] -5.819499e+00 -7.668673e-01 -1.111994e+00 -1.4889348078 9.726578e-02
## [5155,] -1.414895e+00 1.290194e+00 1.119463e+00 -0.1999528458 -2.117974e+00
## [5156,] 4.880827e+00 -5.610652e+00 -1.848598e+00 -1.0394449663 -1.124191e+00
## [5157,] -5.700435e+00 -2.141694e+00 -2.792997e-02 0.6904136109 -1.294021e+00
## [5158,] -2.047803e+00 8.227662e-01 1.132614e+00 -1.5166819417 -1.173425e+00
## [5159,] -2.558433e+00 7.575668e-01 -1.072773e+00 1.0834760842 1.747563e-01
## [5160,] 7.235386e+00 -2.582899e+00 -1.267242e+00 -1.8192153904 -4.686832e-01
## [5161,] 5.410124e-01 7.565958e-01 9.155115e-01 -0.6374699514 4.933417e-01
## [5162,] 6.466618e-01 -2.431785e+00 7.920511e-01 -1.1991856405 2.910817e-01
## [5163,] 2.751336e+00 9.981433e-01 1.410838e+00 -0.6997623732 3.481367e-01
## [5164,] 4.735536e+00 -1.449929e+00 2.544993e-01 0.8659288258 5.616563e-01
## [5165,] -1.811153e-01 2.962317e+00 -6.377802e-01 0.6624717544 -1.056828e+00
## [5166,] -2.872796e+00 -3.141575e+00 1.981048e+00 -0.1889911289 -1.866648e+00
## [5167,] -3.192992e+00 1.488060e+00 -1.547482e+00 1.0005793562 -5.960998e-01
## [5168,] 1.441992e+00 -1.105300e+00 5.708247e-01 -0.5638721859 8.446365e-01
## [5169,] -2.061701e+00 8.607261e-01 -3.081032e-01 1.6234271448 -2.004706e+00
## [5170,] -1.259272e+00 3.695677e+00 -1.253262e+00 -1.1997413893 5.642668e-02
## [5171,] -1.680190e+00 -3.642793e+00 -7.481861e-01 0.7680912383 9.626926e-01
## [5172,] 1.199375e+00 -6.515903e-01 1.433813e+00 1.2482437744 -1.747271e+00
## [5173,] -1.782505e+00 1.018309e+00 -4.722134e-01 1.3002588143 -2.115041e+00
## [5174,] -2.047929e+00 -2.555140e+00 1.509922e+00 2.2199130010 -1.695070e+00
## [5175,] -3.950688e+00 -1.772230e+00 -4.497845e-01 -0.4130640405 3.584126e-01
## [5176,] -3.863473e+00 1.602373e+00 -6.774800e-01 1.5220708145 -1.916390e+00
## [5177,] -5.844381e+00 -2.545304e+00 4.004514e-02 -0.9198884426 -7.101892e-01
## [5178,] 2.525121e+00 -1.815332e+00 2.563226e-01 -0.1117965279 7.140082e-01
## [5179,] 3.920596e+00 2.648716e+00 8.878277e-01 0.0140625510 -8.626236e-01
## [5180,] -4.032346e+00 1.044204e+00 -1.209735e+00 -0.4180056713 9.421427e-01
## [5181,] 2.203720e+00 3.697548e-01 1.112714e+00 -0.5296018052 -7.589751e-01
## [5182,] 1.001994e+00 -6.951623e-04 5.305362e-01 -0.1749251409 5.939081e-01
## [5183,] -3.121788e+00 3.401921e-01 -7.945378e-01 3.1937947595 -1.203323e+00
## [5184,] 6.154167e-01 -1.101792e+00 1.364934e+00 1.2843823341 -6.802169e-01
## [5185,] -1.618636e+00 9.824615e-01 -4.323860e-01 1.1638541760 -4.333431e-01
## [5186,] 4.117028e+00 7.508349e-01 2.526267e+00 1.4165126153 -1.559429e+00
## [5187,] -9.499435e-02 4.949779e-01 -2.272997e-01 -1.2142512624 8.199728e-01
## [5188,] 2.088831e+00 2.347578e+00 -3.046970e-01 -0.8366126345 2.137210e+00
## [5189,] 6.873928e+00 -2.269540e+00 -4.676929e+00 1.1090315541 -4.475414e-02
## [5190,] 1.115827e+00 -1.849818e+00 1.861061e+00 1.4940870484 -1.517351e+00
## [5191,] -1.443038e+00 -1.549632e+00 1.345351e+00 0.6807996656 -7.204468e-01
## [5192,] 7.347595e+00 -2.222206e+00 -2.756413e+00 -2.0732645318 -1.158822e+00
## [5193,] -1.592768e+00 4.741419e-01 -3.640332e-01 0.1870541403 6.929801e-01
## [5194,] -2.596403e+00 2.997164e+00 -1.143863e+00 0.0485208182 -1.154565e+00
## [5195,] -1.901996e+00 2.192719e+00 -1.786207e-02 -1.0084254304 -2.580353e+00
## [5196,] 4.591236e+00 8.159071e-01 1.112475e+00 1.6270483014 -4.495776e-01
## [5197,] 4.580023e+00 -3.643723e-01 5.889189e-01 2.1304205021 1.238905e+00
## [5198,] -1.832521e+00 1.795627e+00 -4.208044e-01 -2.9304209687 2.109988e-02
## [5199,] 2.464001e+00 2.501082e+00 -5.255352e-02 1.3311749530 -7.105233e-01
## [5200,] 8.618029e-01 -8.289316e-01 -1.279745e+00 2.4007608000 1.585268e+00
## [5201,] -1.628997e+00 -3.508875e+00 1.193218e-01 -0.0726704325 -7.053937e-01
## [5202,] -2.727591e+00 1.076537e+00 -6.290341e-01 0.3466721598 -5.764839e-01
## [5203,] 2.009323e+00 1.307830e+00 2.717975e-01 0.2123399227 7.011600e-01
## [5204,] -2.012566e+00 6.328967e-01 -4.494254e-01 2.8812636115 -1.285642e+00
## [5205,] -3.917143e+00 4.978124e-01 1.839448e-01 0.7076183246 -1.923989e+00
## [5206,] 5.496642e-01 -1.724943e+00 1.812557e+00 0.4733485078 4.554030e-01
## [5207,] 2.671287e+00 2.576698e+00 4.248990e-01 -1.3896821369 -1.227498e-02
## [5208,] -4.504243e+00 -1.333604e+00 -5.157379e-01 -2.0486091543 1.831518e+00
## [5209,] 8.571293e+00 -2.873396e+00 -1.101943e+00 -1.5476304853 -1.158007e+00
## [5210,] 2.988609e+00 -1.191881e+00 2.568590e+00 -1.6102927511 6.528965e-01
## [5211,] -2.833645e-01 -2.195415e-01 5.042972e-01 1.3006546153 5.137431e-01
## [5212,] 1.276589e+00 -2.108719e-01 2.387862e+00 -2.6481468786 -5.396506e-01
## [5213,] 1.097327e-01 -4.101146e-01 1.013760e-01 2.8088820235 1.271117e-01
## [5214,] 5.693280e+00 1.660952e-01 9.156170e-03 -0.6007084856 -2.447310e-02
## [5215,] -1.490261e+00 -2.128820e+00 6.532598e-01 -0.3308507435 -2.404380e-01
## [5216,] -1.679377e+00 -1.864984e+00 1.844244e+00 0.7815533019 -1.172296e+00
## [5217,] 1.936392e+00 2.479110e+00 -3.039554e-03 -0.6237259348 -9.115257e-01
## [5218,] -3.488946e+00 1.925482e+00 -1.124775e+00 0.8183037852 -9.639662e-01
## [5219,] -5.297443e-01 1.752782e+00 4.811800e-02 -2.5057450127 -6.584493e-01
## [5220,] -6.369390e-01 -1.653101e+00 5.240683e-02 1.2286907451 1.979240e+00
## [5221,] -7.485167e-01 -1.139167e-01 -6.296827e-02 2.4629482676 -1.617394e+00
## [5222,] 8.044276e+00 -4.532050e+00 -1.099351e+00 -1.1700181137 -2.709398e+00
## [5223,] -9.791021e-01 -1.738591e+00 1.846113e+00 0.4317546010 -7.562264e-01
## [5224,] 7.585451e-01 1.626203e+00 1.167707e+00 -0.9515499124 -1.492074e+00
## [5225,] -2.660929e+00 1.571679e+00 -9.898186e-01 -0.1782474630 3.857848e-01
## [5226,] -7.784006e-01 1.524760e-02 -6.385037e-01 2.0115667506 1.380852e+00
## [5227,] -3.212726e-01 3.144312e+00 -3.755813e-01 0.3539398799 -1.815859e+00
## [5228,] -2.506694e+00 -7.732234e-01 -5.355750e-01 -0.3536752319 2.775614e-01
## [5229,] 2.019624e+00 -5.541649e-01 1.705949e+00 1.1856090030 -2.023806e-01
## [5230,] -4.466629e+00 1.672264e+00 -6.568221e-01 0.4201272348 -2.072695e+00
## [5231,] -1.324809e+00 3.005331e-01 -9.779681e-01 0.3832618203 1.340100e+00
## [5232,] 1.705884e+00 3.913220e-01 4.592840e-01 -1.3480510236 5.214224e-01
## [5233,] -5.286341e+00 2.290889e+00 -2.236084e+00 0.3447985039 -1.324418e+00
## [5234,] -3.000486e+00 -2.022489e+00 1.099241e+00 0.7500311780 -9.423319e-01
## [5235,] -3.542510e+00 1.694541e+00 -4.011994e-01 -2.5966272729 -1.188918e+00
## [5236,] 2.460082e+00 2.298349e+00 2.192874e-01 -1.5472518938 1.002306e+00
## [5237,] 6.606117e-01 8.118064e-01 4.212569e-01 -1.5597599184 -3.127172e-01
## [5238,] 3.024996e+00 1.624482e+00 -1.001905e+00 1.4078495331 1.223710e+00
## [5239,] 2.525355e+00 1.296582e-02 -1.934160e-01 1.9664585331 1.651294e+00
## [5240,] 3.011691e-01 -1.192579e-01 1.105037e+00 0.3241710689 7.198559e-02
## [5241,] -9.501251e-01 2.170394e+00 -6.602214e-01 -2.2886753818 1.919464e-01
## [5242,] 8.802210e-01 -6.776978e-01 2.118916e+00 -2.2702494256 7.680139e-01
## [5243,] -4.441351e+00 -2.346411e+00 3.799923e-02 -1.9139219708 2.049236e+00
## [5244,] 4.831983e+00 6.371312e-01 2.708746e+00 0.4850092252 -5.469515e-01
## [5245,] -9.355509e-03 2.568994e+00 -7.338093e-01 -2.0171566056 1.710684e-01
## [5246,] -2.049608e+00 -1.943329e+00 1.030461e+00 0.4721739056 -4.574123e-01
## [5247,] 1.664716e+00 3.776416e-01 1.409310e+00 0.7764682452 3.090792e-01
## [5248,] -3.273863e+00 -2.165324e+00 2.945863e-01 0.8592358399 -6.128195e-01
## [5249,] 2.610200e+00 -1.729441e-02 1.996854e+00 -1.6362679584 7.594927e-02
## [5250,] -1.011537e+00 9.236567e-01 -8.778897e-01 -0.0159884924 1.572713e+00
## [5251,] 2.305792e+00 1.429555e+00 -3.945955e-02 1.0851740500 1.111387e+00
## [5252,] 1.212050e+00 -3.205443e-01 9.270401e-01 1.4045082626 -1.166466e+00
## [5253,] 4.358832e-01 7.305056e-01 4.935674e-01 1.9962417819 -1.318535e+00
## [5254,] 1.069019e+00 6.826650e-01 -3.787898e-01 2.1946054854 -5.930325e-02
## [5255,] -1.286392e+00 3.824522e+00 -1.137760e+00 -0.0566262817 -4.067507e-01
## [5256,] -2.382018e+00 -2.497581e+00 1.169343e+00 -0.0993339872 -1.238513e+00
## [5257,] -3.193978e+00 -4.789306e+00 1.289855e+00 -0.1519133753 -5.700389e-01
## [5258,] -3.359410e+00 1.005310e+00 -1.884505e+00 2.3421857645 9.650354e-03
## [5259,] 1.436200e+00 -2.923934e+00 -1.738447e+00 0.6423163619 1.148159e+00
## [5260,] 2.974544e+00 6.574485e-01 1.889244e+00 -1.5943763309 -9.274756e-01
## [5261,] -1.500253e+00 -2.208943e+00 5.138050e-01 -0.5596380051 2.198178e-01
## [5262,] 1.954731e+00 2.710424e+00 -2.890846e-01 0.1301011824 5.112666e-01
## [5263,] -1.835174e+00 -6.811816e-01 7.171897e-01 1.7998707877 -1.304189e+00
## [5264,] 2.630573e+00 2.787627e+00 1.321859e-01 1.1993001801 -1.198158e+00
## [5265,] -3.167134e+00 -3.767709e-02 -1.238836e+00 -0.2721818242 6.780493e-01
## [5266,] 1.699746e+00 1.212120e+00 3.840023e-01 -0.5474309254 1.275108e+00
## [5267,] -7.167554e-01 1.826003e+00 -2.343601e-01 -0.1468433055 2.895750e-01
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## [5269,] 9.725620e-01 1.090028e+00 4.656276e-02 -2.7300987232 1.297089e-01
## [5270,] -7.236086e-01 -1.574780e+00 1.065946e+00 -0.5953795567 1.726534e+00
## [5271,] -1.828294e+00 -2.876408e+00 1.060262e+00 0.3980766232 -9.640681e-01
## [5272,] -3.051913e+00 -1.187501e+00 -2.079227e-01 -0.2848710959 1.435693e+00
## [5273,] -2.769249e-01 -1.352749e+00 7.963246e-01 1.0308233871 1.897819e+00
## [5274,] 4.545096e-01 -1.237597e+00 -4.058368e-01 0.6526753215 1.017344e+00
## [5275,] -2.108335e+00 4.349074e+00 -2.050271e+00 0.8719435617 -7.202959e-01
## [5276,] 4.108240e+00 1.004610e+00 4.767755e-01 0.0972709042 3.254156e-01
## [5277,] -1.527174e+00 2.960129e+00 -2.848867e-01 -1.5640423735 -1.763850e+00
## [5278,] -2.171677e+00 3.177673e-01 -3.522582e-01 -1.0594829514 1.366234e+00
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## [5280,] 1.328718e+00 -2.479031e-01 4.428022e-01 1.6432302900 3.853606e-01
## [5281,] 1.054462e+00 1.188031e+00 -4.895346e-01 1.2825630470 1.005394e-01
## [5282,] 5.453901e+00 -7.085018e-01 8.200260e-01 -0.8420203182 -1.032279e+00
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## [5285,] -4.613462e-02 -9.379972e-03 1.859347e-01 0.5106820033 1.261722e+00
## [5286,] -9.662863e-01 -1.121134e+00 2.769002e-01 1.1551648645 3.366987e-01
## [5287,] -2.366733e+00 -2.766371e+00 -2.375034e-01 -0.0211976179 1.239066e+00
## [5288,] -6.338553e+00 -3.982556e-02 -1.604238e+00 -1.8360209333 -9.626565e-02
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## [5293,] -3.414261e+00 2.845537e+00 -1.428158e+00 0.3255369236 -8.207965e-01
## [5294,] 7.958384e-01 -3.477789e-02 1.038824e+00 -2.1815283443 -1.323329e+00
## [5295,] 7.500907e-02 3.142935e+00 -2.888732e-01 -0.3574406915 -1.248759e+00
## [5296,] 1.934446e-01 -2.029245e+00 1.039431e+00 -0.1520340183 7.433648e-01
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## [5301,] 2.067510e+00 1.409805e+00 1.288669e+00 -1.5239701186 -1.709280e+00
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## [5305,] -6.780924e-02 -5.256401e-01 5.799181e-01 0.9276262099 2.218921e-01
## [5306,] 2.723592e+00 1.538284e+00 -1.579097e-01 0.0775288474 1.604913e+00
## [5307,] 5.002149e-01 3.340623e-01 -1.093484e-01 -0.4813306993 1.158096e+00
## [5308,] 3.904828e-01 2.168996e+00 -8.399234e-01 -0.1703682781 9.237420e-01
## [5309,] 1.141011e+00 2.978286e+00 -7.407115e-01 0.2551693425 3.119865e+00
## [5310,] -2.423497e+00 -7.251284e-01 -3.011482e-01 -1.8421900242 2.688593e+00
## [5311,] 6.126877e-01 -4.421641e-01 6.852098e-01 1.0405941558 1.599535e-02
## [5312,] -2.749552e+00 3.476326e+00 -1.418949e+00 -2.2479006579 8.805215e-01
## [5313,] 1.361243e+00 -3.792476e-01 3.571878e-01 1.6615432906 1.072705e-01
## [5314,] -2.694039e+00 -5.510646e-01 -9.758117e-01 -0.1568238349 7.786583e-01
## [5315,] -8.726666e-01 1.905158e+00 8.222861e-02 -1.8876669856 -1.554637e+00
## [5316,] -2.263504e+00 -2.752818e+00 -7.265082e-02 0.0561524790 -8.358671e-01
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## [5318,] -3.014215e+00 1.749149e+00 -1.674603e-01 -2.4128824956 -1.686371e+00
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## [5327,] -1.122913e-01 1.992000e-01 1.427147e+00 -1.0987589742 -1.250164e+00
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## [5359,] -5.555263e+00 -1.236722e+00 -1.546210e-01 -0.4574672500 -1.398854e+00
## [5360,] -5.870767e-01 -7.215925e-01 3.349222e-01 -0.6010745993 1.283287e+00
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## [5364,] -3.675692e+00 -2.485713e+00 3.287220e-01 1.3215481412 -1.086832e+00
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## [5368,] -1.240966e+00 -2.486616e-01 -8.485661e-01 2.2845363761 4.609257e-01
## [5369,] 1.123104e+00 1.416529e+00 1.056276e+00 0.1418445710 -1.990375e+00
## [5370,] -8.236715e-01 1.407376e+00 -7.166175e-01 -0.5027434818 6.675498e-01
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## [5372,] -6.675323e-01 -1.495819e+00 9.025496e-01 0.9517228227 -6.048484e-01
## [5373,] -5.467002e-01 -4.980038e-02 -1.174267e+00 0.9793649865 1.421272e+00
## [5374,] -2.086024e-01 -1.567548e-01 1.212574e+00 0.8624221703 -6.600512e-01
## [5375,] 1.746055e+00 1.280130e-01 -9.640756e-01 0.3154924717 1.436456e+00
## [5376,] 1.637884e+00 -3.147787e-01 -8.326063e-01 1.3925523635 7.563039e-01
## [5377,] -4.972373e+00 -6.128087e-01 -1.015543e+00 -1.6800252950 1.531663e+00
## [5378,] 1.066768e+00 -5.795771e-01 1.043857e+00 -3.1377028716 -9.450823e-02
## [5379,] -1.412927e+00 -1.666192e+00 1.249781e+00 -1.3463487759 2.424635e+00
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## [5381,] -5.016768e-01 -1.456097e+00 -6.170069e-01 2.9324624482 9.884392e-01
## [5382,] -1.569308e+00 -4.186973e-02 -8.952424e-01 1.6693006616 4.644665e-01
## [5383,] -3.906113e+00 3.103342e+00 -2.872316e+00 1.0743323687 8.265203e-01
## [5384,] 1.196375e+00 -1.657479e+00 1.509800e+00 0.9819282245 -5.470498e-01
## [5385,] -3.097936e+00 -2.583709e+00 6.446777e-01 0.7283062481 -1.291770e+00
## [5386,] 1.604004e+00 8.376071e-01 6.358771e-01 -2.2223878076 3.356183e-01
## [5387,] -9.725825e-01 -4.932686e-01 -1.419498e-01 0.7531717167 -4.242792e-01
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## [5390,] 7.392245e-01 3.025840e-02 9.545043e-01 0.2934921079 8.419957e-01
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## [5392,] -3.458684e-01 6.492799e-01 6.612729e-01 0.0103860323 -8.339788e-01
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## [5394,] 7.423366e-02 -2.143888e-02 -2.726726e-01 0.0922938605 6.692707e-01
## [5395,] 1.954889e+00 -1.137798e+00 1.077383e+00 -2.1940274949 -1.867952e+00
## [5396,] 2.473190e-01 2.864560e+00 -9.700993e-01 -1.0677590718 7.549541e-01
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## [5398,] 2.228696e+00 -7.302825e-01 3.090872e-01 0.3485180286 9.202261e-01
## [5399,] -2.885839e+00 1.707589e+00 -3.405007e-01 -1.9527707688 -6.807468e-01
## [5400,] -6.169563e-01 2.144432e+00 -1.072123e+00 -0.0866935978 3.146442e-01
## [5401,] 2.414514e+00 1.323756e+00 4.589430e-01 -1.0190900516 -6.354018e-01
## [5402,] -5.314229e+00 -8.435851e-01 -3.400551e-01 0.8668675820 -2.476017e+00
## [5403,] -4.508657e+00 -2.790316e+00 1.192997e-01 -0.4096201270 2.094613e+00
## [5404,] -1.416217e+00 3.083075e-01 6.064209e-01 -2.6594624964 -1.279110e+00
## [5405,] -2.994402e+00 -1.500837e+00 2.845219e-02 -0.1946013538 -3.237169e-01
## [5406,] -8.548443e-01 -6.074509e-02 1.420142e-01 0.7253760117 -4.077706e-01
## [5407,] 1.513743e+00 -1.082058e+00 2.073618e+00 -2.8133009563 -6.345451e-01
## [5408,] -3.938620e-01 3.343126e-01 -2.055082e-01 1.4496491239 3.392333e-01
## [5409,] -1.855817e+00 -6.869357e-01 -6.089484e-01 0.2873757768 8.180018e-01
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## [5411,] -6.719132e-01 9.112143e-01 4.666730e-01 0.4168408119 -1.247223e+00
## [5412,] 7.891797e-01 6.275800e-01 6.353857e-01 0.8139702823 4.561273e-02
## [5413,] -1.448266e+00 3.399281e-01 -3.581585e-01 -0.1822655036 -4.158832e-01
## [5414,] 5.892816e-01 3.105603e+00 -9.272422e-01 -0.0804936276 -6.664768e-01
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## [5666,] 4.157369e+00 1.003197e+00 1.061768e+00 -0.2243365592 1.498389e+00
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## [5678,] -1.433433e+00 3.024787e+00 -1.275028e+00 1.7527920656 -2.382131e-01
## [5679,] 1.211746e+00 -1.737670e-01 1.767060e+00 0.1264049881 5.648811e-01
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## [5683,] -1.770785e+00 -2.245146e+00 -4.014717e-01 -0.3655381327 1.406537e+00
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## [5687,] 1.253836e+00 -7.512778e-01 1.118251e+00 -0.2271887758 3.190642e-01
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## [5690,] -4.175585e-01 -1.310827e+00 7.790491e-01 -0.0378616695 -7.702185e-01
## [5691,] -2.377485e-01 -1.200448e+00 2.930039e+00 -2.7141971749 -4.076904e-01
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## [5699,] -1.819384e+00 -3.327094e+00 2.058289e+00 -0.0254275694 -4.848960e-01
## [5700,] 1.397054e+00 1.078622e+00 -1.595691e-01 -0.1292001695 2.153523e+00
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## [5703,] -3.989130e+00 -3.085367e-01 -1.093547e+00 0.5103352990 -6.644767e-01
## [5704,] 4.293640e+00 6.634027e-01 8.863680e-01 1.5235127416 -1.795409e-01
## [5705,] 1.787438e+00 1.872921e+00 2.912093e-01 0.8311604498 1.967338e+00
## [5706,] -3.491586e-01 -2.982301e-01 -7.630153e-02 1.6135558015 -3.397742e-01
## [5707,] 1.051784e+00 3.631060e+00 -1.606163e+00 0.3465453726 9.449942e-01
## [5708,] -5.283682e-01 2.856019e-01 7.491992e-01 0.7938935761 -3.885616e-01
## [5709,] -3.528880e+00 -2.207255e+00 6.224490e-01 0.6019616655 -2.094856e-01
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## [5711,] 1.132275e+00 1.548861e+00 5.587737e-02 -1.2569659748 2.259994e+00
## [5712,] 4.870469e-01 3.651263e-02 2.004024e-01 1.1170631063 7.233869e-01
## [5713,] -2.011647e+00 -1.496277e+00 3.274139e-01 -0.3856993865 4.484971e-01
## [5714,] -1.915816e+00 5.802130e-01 -7.594588e-01 1.9374744889 -3.184276e-02
## [5715,] 7.861808e+00 -2.863754e+00 -4.223598e-02 -0.8126770971 -9.353869e-01
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## [5717,] 2.268562e+00 1.195582e-01 8.844161e-01 1.9176424968 -8.748947e-02
## [5718,] 2.090754e+00 -4.188242e-01 1.192123e-01 2.4986105321 -2.895537e-02
## [5719,] 3.139642e+00 1.189338e+00 1.549200e+00 0.3070025809 -1.493223e+00
## [5720,] -5.767458e+00 -1.590364e+00 -6.727179e-01 -1.3585271862 -8.291157e-02
## [5721,] -1.057894e+00 -6.949952e-02 9.539662e-02 0.2358183771 3.211468e+00
## [5722,] -3.931154e-01 2.827182e-01 1.281811e-01 0.4535943768 -4.737016e-01
## [5723,] -2.160450e-01 2.434159e-01 1.246113e+00 -3.1472922833 2.025374e+00
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## [5725,] 6.734961e-01 8.749687e-01 9.796036e-02 -1.0612366377 1.127555e+00
## [5726,] 6.180290e+00 6.004976e-01 -4.983431e+00 -1.1281893761 -8.004083e-01
## [5727,] 5.162513e+00 1.345885e+00 2.365117e-01 2.1206494804 -8.825249e-02
## [5728,] -2.566066e-01 9.420421e-01 8.702529e-03 2.4974415447 -7.359882e-01
## [5729,] -1.997320e-01 -1.335072e+00 3.649562e-02 1.3864466071 2.300214e+00
## [5730,] 5.918883e+00 9.469618e-01 6.814005e-01 0.4668391533 -3.853762e-01
## [5731,] 3.096659e-01 -6.719389e-01 1.081751e+00 -2.2152109073 2.100178e+00
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## [5734,] -2.787936e+00 2.065925e+00 -2.242617e+00 0.7249927922 2.105029e+00
## [5735,] 5.144397e-01 1.007966e+00 2.897138e-01 2.8346919145 -7.999538e-01
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## [5737,] 9.321467e-01 -1.971854e+00 1.269037e+00 0.1430731806 1.009278e+00
## [5738,] 5.529698e+00 -2.652591e+00 1.394848e+00 0.0218428655 -7.682360e-02
## [5739,] -2.390921e-01 -1.489084e+00 3.396870e-02 1.2386445730 1.021231e+00
## [5740,] -1.682919e+00 -2.962059e+00 9.941958e-02 -0.4061655271 1.085674e+00
## [5741,] 9.228571e-01 -5.758376e-01 -6.900837e-02 1.2479188370 -1.724095e-01
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## [5743,] 1.138348e+00 5.329788e-01 4.282944e-01 0.1225637975 6.429735e-01
## [5744,] 2.337431e+00 -1.107163e+00 8.575942e-01 1.5165884980 -6.111307e-02
## [5745,] -8.473355e-01 -3.428455e+00 8.485739e-01 0.0524591985 5.681231e-01
## [5746,] 1.355918e+00 2.448799e+00 -4.558256e-01 1.2375459522 -6.279338e-01
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## [5750,] -2.674662e+00 -2.255684e+00 2.841101e-01 -0.1174580221 -7.825722e-01
## [5751,] -8.932785e-01 8.769519e-01 4.715370e-01 -2.3494851613 1.183889e+00
## [5752,] -1.127916e-01 4.195570e-01 -3.324223e-01 0.8393951966 9.542483e-02
## [5753,] -3.473824e+00 -1.808174e+00 -3.687356e-02 -0.7325400326 6.321508e-02
## [5754,] 2.600443e+00 -1.187845e+00 1.045821e+00 1.4100004051 2.943275e-01
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## [5756,] -7.286576e-01 1.318942e+00 -1.774756e+00 1.9328895841 1.541972e+00
## [5757,] -1.076106e+00 8.491266e-01 -6.650475e-01 3.0323996757 -1.061864e+00
## [5758,] 1.810313e+00 1.913897e+00 1.052955e+00 -0.5976778475 9.599489e-01
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## [5763,] 7.440408e-01 4.811638e-01 -1.248424e+00 1.2371715151 1.432655e+00
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## [5831,] 1.955478e+00 5.533175e-01 4.261691e-01 0.0884857409 1.158987e+00
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## [5833,] -2.412794e-01 -6.520882e-01 1.779609e+00 -2.6851248513 3.750810e-02
## [5834,] 1.423935e+00 1.886805e+00 6.325460e-01 0.3858492519 -2.006051e+00
## [5835,] 2.624440e+00 -1.547923e-01 5.107760e-01 0.8783618454 1.473973e+00
## [5836,] 1.271602e+00 1.076927e+00 1.110977e+00 0.6623042054 3.348520e-01
## [5837,] -6.418131e+00 1.105776e-01 -9.999965e-01 0.0356041140 -2.496850e+00
## [5838,] 2.635905e+00 1.076877e+00 5.898553e-02 -0.0989586819 7.224594e-01
## [5839,] 1.245525e+00 2.773937e-01 1.224570e+00 -2.2871207782 -7.123469e-02
## [5840,] 3.424222e+00 2.726313e+00 -3.517699e-01 -0.4885984616 8.773740e-01
## [5841,] -2.095998e+00 1.562098e+00 -6.112737e-01 0.6704178426 -1.038745e+00
## [5842,] 6.203462e-01 -1.798067e+00 1.092613e+00 -0.2746316501 5.258804e-01
## [5843,] 5.102391e+00 -2.131092e+00 -1.103670e+00 0.8409914920 1.401580e-01
## [5844,] -1.119464e+00 1.723551e+00 -1.058237e+00 0.1501396235 1.371142e+00
## [5845,] 2.930092e+00 6.473207e-01 1.028329e+00 -0.1311127946 4.925119e-01
## [5846,] -5.804343e-01 -1.621650e-01 9.459985e-02 1.6073997313 1.544992e-02
## [5847,] -2.022728e+00 -8.072945e-01 2.865378e-01 1.5387734209 2.209132e-01
## [5848,] -4.785240e-01 2.432597e+00 -3.116218e-01 -1.1363111775 -1.635710e-01
## [5849,] -1.135870e+00 7.186113e-01 -3.732872e-02 -0.5428463532 1.667559e-01
## [5850,] 1.896778e+00 6.467179e-01 9.437464e-01 -1.0830689328 4.391324e-01
## [5851,] 3.844985e+00 1.374902e+00 2.397225e-02 0.4660038695 5.977268e-01
## [5852,] 1.044654e-01 -7.801372e-01 3.384322e-01 0.6772579794 -2.229027e-01
## [5853,] 9.703052e-01 8.253586e-01 -4.266026e-01 0.2806262444 9.560121e-01
## [5854,] 1.140780e+00 -3.563415e+00 1.120105e+00 -0.2718536387 6.609080e-01
## [5855,] 8.949571e+00 -6.972230e-01 -4.161924e+00 0.1421541379 -1.031662e+00
## [5856,] -1.799812e+00 -6.136686e-01 1.539668e+00 1.5287031556 -2.058199e+00
## [5857,] 1.057878e+00 4.570470e-01 1.459182e+00 0.1614764926 -1.272972e-02
## [5858,] -2.059978e+00 -2.074200e+00 1.099221e+00 -0.1381096433 1.668006e+00
## [5859,] 1.215287e+00 -2.342163e+00 -3.715628e-01 1.3303277793 1.750469e+00
## [5860,] -1.810611e+00 7.760384e-01 1.171847e-01 1.3486137778 -1.329476e+00
## [5861,] 1.676814e+00 -6.110462e-01 1.903983e+00 0.2591866626 3.655457e-01
## [5862,] -3.367380e+00 -4.541334e+00 9.453681e-01 -0.0207366173 7.800140e-01
## [5863,] 4.888817e-01 -2.050658e+00 8.804642e-01 0.9374165780 1.610067e+00
## [5864,] -7.298633e-01 2.373897e-01 -3.044097e-01 0.8661959003 7.113192e-01
## [5865,] 3.431454e-01 3.740859e+00 -1.206249e+00 1.2918475247 -3.191340e-01
## [5866,] 7.130062e+00 -5.291089e+00 -4.597431e+00 -0.0603545206 -9.757517e-01
## [5867,] -8.191946e-01 1.204760e+00 -6.093649e-01 0.3408299231 -2.810215e-01
## [5868,] 2.453015e+00 -7.163484e-01 5.513525e-01 -1.9213251648 1.900243e-01
## [5869,] 1.860192e+00 2.444836e-01 1.757151e-01 0.4017068673 1.478900e+00
## [5870,] 9.902403e-01 -2.101995e+00 6.127451e-01 0.8069153211 2.360908e+00
## [5871,] 3.897184e+00 -2.972727e-01 2.301005e+00 -1.4658855599 1.004148e+00
## [5872,] -3.403926e+00 1.237907e+00 -1.421974e+00 -0.2786298905 3.111037e+00
## [5873,] 2.046413e+00 1.031830e+00 9.510628e-01 -1.2953837285 -6.112534e-01
## [5874,] 1.775495e+00 7.497875e-02 8.317057e-01 0.3088253059 1.382753e+00
## [5875,] 1.307554e+00 -7.156144e-01 1.225787e+00 1.0434247261 -4.832461e-02
## [5876,] 2.671237e-01 7.834705e-01 -5.060884e-01 1.5838916836 -1.061207e-01
## [5877,] -6.177086e-01 -3.520558e-01 -2.694015e-01 0.3928203497 4.195158e-01
## [5878,] 2.865251e-01 1.649138e-01 1.135001e+00 0.2521442705 -6.665174e-01
## [5879,] -1.573865e-01 -1.781671e+00 5.794297e-01 1.7070339413 -6.488517e-01
## [5880,] 1.800613e+00 -2.185540e+00 2.893143e+00 -2.9971163301 -2.216525e-01
## [5881,] -8.712141e-01 -8.888619e-01 4.431511e-01 -1.0797211398 1.177266e+00
## [5882,] 3.444007e+00 8.525894e-01 9.061238e-01 -0.2634881688 -6.849902e-01
## [5883,] 1.188959e+00 8.093532e-01 1.586197e+00 -0.4497645491 5.415623e-01
## [5884,] -1.238013e+00 -8.163237e-02 8.791629e-02 2.0284932774 -1.898430e+00
## [5885,] -6.564172e-03 1.909616e+00 5.360419e-01 -2.3868746675 -6.980782e-01
## [5886,] 6.790484e-01 -4.531952e+00 -1.724315e+00 1.3440514721 4.905771e-02
## [5887,] -2.618301e+00 -2.290074e+00 8.650502e-01 1.7797114489 -1.892707e+00
## [5888,] 2.046115e+00 -6.796447e-01 1.512557e+00 0.4757359800 2.759148e-01
## [5889,] 2.310545e+00 -3.938716e-01 8.745374e-01 -0.0540762634 -5.727414e-01
## [5890,] 3.199637e-01 -1.647044e+00 -3.938172e-01 0.5697844464 1.753800e+00
## [5891,] -2.968343e+00 7.271378e-01 -4.710586e-01 1.9633674662 -5.458034e-01
## [5892,] 2.071614e+00 7.141785e-01 3.787315e-01 0.5987999762 -4.698798e-02
## [5893,] 4.003774e+00 -4.970205e-01 9.034563e-01 -1.0036467291 -8.302617e-01
## [5894,] -1.340266e+00 1.848958e-01 -4.893754e-01 3.5421184351 -8.060361e-01
## [5895,] -4.872385e-01 2.070567e+00 -6.662751e-01 1.1114280220 2.524469e-02
## [5896,] -5.569543e-01 -1.895693e+00 4.093170e-01 0.4302551478 5.979052e-01
## [5897,] -3.815956e+00 1.235292e+00 3.858724e-02 -3.2182775936 -1.336663e+00
## [5898,] 1.697282e-01 1.985322e+00 -2.091888e-01 -0.0314195763 -2.619040e-01
## [5899,] -2.511403e-01 7.308349e-01 -3.818950e-01 0.2994444068 1.975337e+00
## [5900,] 9.074767e-01 -8.003213e-01 2.636613e+00 -2.2635582235 -7.088250e-01
## [5901,] -8.193152e-01 -1.834637e+00 3.431884e-01 1.0371089047 3.143236e-01
## [5902,] 2.976474e+00 1.047617e+00 1.436745e+00 1.1856181660 -1.671209e+00
## [5903,] -4.070894e+00 -3.688541e+00 6.453512e-01 -0.2729001835 -1.302651e-03
## [5904,] -1.552090e+00 8.539914e-01 -8.331036e-01 0.4110336707 1.553158e+00
## [5905,] 4.682322e+00 -5.680496e+00 -2.917368e+00 -1.4761727627 -1.081698e+00
## [5906,] 1.486044e+00 1.156854e+00 -5.799062e-01 0.0952299205 1.442235e+00
## [5907,] -2.078808e+00 2.072849e+00 -1.069772e+00 -2.2764658195 6.754894e-01
## [5908,] -2.527980e+00 1.417123e+00 -4.618888e-01 0.8963914087 -2.210012e+00
## [5909,] -2.514065e+00 1.012229e+00 -2.576632e-01 1.9084738415 -4.065347e-01
## [5910,] -2.681958e+00 1.477347e+00 -1.024360e+00 -1.6139092543 4.196803e-01
## [5911,] 2.739744e-01 -5.760009e+00 -3.522206e+00 0.1285560959 -3.353399e-01
## [5912,] -3.219405e+00 1.311220e+00 -1.721397e+00 2.1472988031 2.204011e-01
## [5913,] 9.328393e-01 -1.518951e-01 7.938415e-01 0.3574285016 8.926117e-01
## [5914,] -1.633033e+00 2.623171e+00 -1.049265e-02 -0.8670831408 -2.904407e+00
## [5915,] 1.174827e-01 1.248121e+00 6.032894e-01 -3.3825481770 1.122326e+00
## [5916,] 4.160061e+00 -1.224573e+00 -4.696629e-01 0.8995830450 6.699299e-02
## [5917,] -3.350318e+00 -1.092693e+00 3.300817e-01 0.8761570665 -8.597752e-01
## [5918,] 2.072622e+00 2.764884e-01 6.707893e-01 -0.3533544605 1.059756e+00
## [5919,] -1.164033e-01 -1.109632e+00 -1.823998e-01 1.0387157006 1.083241e+00
## [5920,] 2.548962e+00 1.116975e+00 -5.062396e-02 2.6969913504 1.012609e-01
## [5921,] -1.455123e+00 -7.454719e-01 7.023198e-01 1.1725097992 -1.913126e+00
## [5922,] 8.661131e-01 2.246926e+00 1.198045e-02 -0.5939411041 2.285472e-01
## [5923,] 1.052593e+00 -2.274691e-01 2.666433e+00 -1.9097809137 -1.364039e+00
## [5924,] 2.673219e-01 -7.283524e-01 -8.845446e-02 1.0971913274 1.277511e+00
## [5925,] -2.325813e+00 -1.592860e+00 -5.410891e-01 0.6156728016 1.440270e+00
## [5926,] 1.421164e+00 9.609622e-01 3.827494e-01 1.0071396527 3.727597e-01
## [5927,] -3.067330e+00 -2.184905e+00 -2.479810e-01 0.9071510557 5.888207e-01
## [5928,] 3.828485e+00 -2.706877e+00 1.655482e+00 -0.0859292095 -3.839940e-01
## [5929,] 2.785983e-01 9.888444e-01 4.998553e-02 1.3903890917 8.050291e-01
## [5930,] 1.961859e+00 -4.182915e-01 -3.942751e-01 2.2645403691 7.254291e-01
## [5931,] -5.348684e+00 -2.575240e+00 1.745580e-01 -0.4174565579 -1.890038e+00
## [5932,] 1.999160e+00 2.127412e+00 -4.974946e-01 -0.7012403134 2.170624e+00
## [5933,] -2.837106e+00 1.078171e+00 -8.420068e-01 0.6062275910 2.159672e+00
## [5934,] -2.137563e+00 6.119284e-01 1.318864e+00 -2.5012722955 -1.509613e+00
## [5935,] 1.957976e+00 4.058994e-02 -1.395186e+00 2.0259252847 1.823201e+00
## [5936,] -3.236824e+00 -2.473263e+00 1.439444e-01 -0.0228452825 -9.140840e-01
## [5937,] -2.569558e+00 1.564550e+00 -8.877390e-01 1.1417663820 -1.809753e+00
## [5938,] -6.122473e+00 -1.956151e-01 -1.515791e+00 -0.3202272907 -1.114691e+00
## [5939,] 9.659897e-01 4.196747e+00 -1.498020e+00 -0.0183837855 3.246060e+00
## [5940,] 1.124889e+01 -7.215084e+00 -1.065117e+01 -2.7405418616 -4.101114e+00
## [5941,] 1.136262e+00 1.970847e+00 4.446850e-01 0.9360772332 -6.096532e-01
## [5942,] -3.967656e+00 3.304214e+00 -1.195209e+00 0.5272685193 -2.172137e+00
## [5943,] -1.920490e+00 -2.216519e+00 4.155040e-01 0.4449663530 6.967590e-01
## [5944,] 2.098852e+00 2.210604e+00 4.714580e-01 1.3371792120 -1.485382e+00
## [5945,] 1.368997e-01 -1.345246e+00 -5.296753e-01 1.5138721320 1.286488e+00
## [5946,] 5.032278e+00 -2.048831e+00 -1.295267e+00 -3.2853544955 -1.104391e+00
## [5947,] -2.974857e+00 3.876867e+00 -1.272767e+00 -0.8480689842 2.975677e-01
## [5948,] 1.132419e+00 -1.877268e-01 -1.082944e-02 -0.0541292168 -7.267914e-02
## [5949,] 5.218832e+00 -7.478022e-01 -1.191373e+00 -0.9465042775 1.831575e-01
## [5950,] 1.248668e-01 2.932643e+00 -9.100733e-01 -0.0003500278 2.915290e-01
## [5951,] -4.103351e-01 1.833952e+00 4.851795e-01 -2.4847107253 -1.825303e+00
## [5952,] 2.358161e+00 2.273864e+00 -1.033373e-02 0.9208478049 4.302622e-02
## [5953,] -2.902668e+00 -4.737254e-01 -5.214609e-01 0.9980267939 -7.059106e-02
## [5954,] -3.685634e+00 2.367821e+00 -1.489110e+00 0.7603757468 -1.950070e+00
## [5955,] 2.632844e+00 7.655293e-01 3.387228e-01 1.7733069245 -4.592981e-01
## [5956,] 6.706776e-02 -4.618605e-01 9.448404e-01 0.0453190893 4.468481e-01
## [5957,] -2.044096e+00 3.123200e+00 -1.604466e+00 -1.2534203612 2.190287e+00
## [5958,] 2.254385e+00 -2.690775e+00 -8.008959e-01 0.5982811951 5.255638e-01
## [5959,] 4.246779e+00 -4.612374e+00 1.853206e+00 -1.0801690538 -4.979854e-01
## [5960,] -4.774360e-01 -2.171630e-01 1.302190e+00 0.2063723194 -9.216749e-01
## [5961,] 3.002254e+00 1.800087e+00 -5.781540e-01 -0.3842244893 1.113726e+00
## [5962,] 1.914079e+00 1.667003e+00 6.063177e-01 -1.5756455412 -9.141835e-01
## [5963,] 8.571863e-01 -1.863411e+00 1.353829e+00 -0.3400308651 9.178915e-01
## [5964,] 9.014415e+00 -1.209490e+00 -3.989120e-01 -0.6595609534 -2.318868e+00
## [5965,] -2.802490e+00 -3.594529e+00 8.970698e-01 -0.8732332164 2.564610e-01
## [5966,] 2.565614e+00 -1.423989e+00 1.994510e+00 2.0192854224 -8.589790e-01
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## [5968,] -2.090432e+00 -9.749360e-01 -8.610458e-01 0.0373416256 1.320634e+00
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## [5970,] 1.392153e+00 -7.732874e-01 1.442225e+00 1.3694168430 -3.955399e-01
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## [5972,] 1.355264e+00 5.290081e-01 1.245103e+00 0.5432435361 -5.203086e-01
## [5973,] 7.028727e-01 6.287274e-01 4.149526e-01 -3.0854540930 -4.957486e-01
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## [5975,] -4.665455e+00 1.674451e+00 -1.728321e+00 1.7221452892 -1.589185e+00
## [5976,] -5.710126e-01 7.822722e-02 3.440581e-01 3.4914579668 -1.800435e+00
## [5977,] -1.341142e+00 -3.139312e+00 1.440407e+00 0.1931415322 8.731928e-01
## [5978,] -9.326080e-01 7.269217e-01 9.859185e-02 -3.3951285838 -8.030634e-02
## [5979,] 1.348057e+00 1.030597e+00 4.995957e-01 0.5991655811 -5.153980e-01
## [5980,] 5.562777e+00 -1.704920e+00 -1.736978e+00 -2.2333392265 -8.608850e-01
## [5981,] -3.729310e+00 -2.955865e+00 7.111091e-01 -1.4093238850 3.166479e-01
## [5982,] 1.456418e+00 -4.909287e-01 1.520473e-01 0.2908188574 9.904921e-01
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## [5984,] 1.398740e+00 1.412171e-01 5.347853e-01 -0.8135440833 1.398384e+00
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## [5986,] -1.534061e+00 -2.910258e-01 -3.561198e-01 1.1504545861 1.242917e+00
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## [5988,] -1.229711e+00 3.048479e+00 -7.444748e-01 0.9688617937 -1.394795e+00
## [5989,] 1.866523e+00 1.570320e+00 1.072011e+00 1.0834510267 -1.787092e+00
## [5990,] 1.954980e+00 2.002734e+00 -7.708236e-01 -0.3554144743 9.560692e-01
## [5991,] -2.349956e+00 3.909807e+00 -5.125945e-01 0.1398121856 -2.652022e+00
## [5992,] 1.822966e+00 4.574381e-01 4.152270e-01 -0.4004840621 2.440594e-01
## [5993,] 6.367611e-01 9.464930e-01 1.318704e+00 -2.3853293817 -1.484985e+00
## [5994,] -4.408962e+00 -1.791628e+00 -4.804813e-01 -0.2364653976 -9.878137e-01
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## [5996,] -6.238214e+00 3.762663e-01 -2.273104e+00 -1.1252026271 1.939580e+00
## [5997,] 4.249598e+00 2.258693e-01 -4.115513e-01 -0.9811814090 1.404141e+00
## [5998,] -2.440195e+00 1.724342e+00 -5.778368e-01 -3.7046888500 2.014780e+00
## [5999,] -2.410526e+00 4.598368e+00 -2.055706e+00 -0.8700801544 1.451468e+00
## [6000,] 7.393326e+00 -8.380825e-01 -1.917148e+00 -1.2814848415 -8.173384e-01
## [6001,] 1.292061e+00 -4.520367e-01 1.229195e+00 0.8778667942 1.285501e+00
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## [6007,] 4.269194e-01 -3.798195e-01 -4.228993e-01 1.2746485118 1.828560e+00
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## [6009,] 1.540986e+00 1.199172e+00 2.576847e-01 0.7750619737 2.766749e-01
## [6010,] 1.451238e+00 5.329574e-01 1.293100e+00 1.4770024680 -1.498330e+00
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## [6012,] -2.675360e+00 4.649804e-01 -9.712260e-01 -0.8069591363 1.248788e+00
## [6013,] -2.405342e+00 -3.940345e+00 1.492971e+00 -0.3654332402 5.893282e-01
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## [6017,] 7.500112e+00 -3.214993e+00 -4.569623e+00 -1.1981694689 -1.092601e+00
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## [6020,] -2.548730e+00 1.239625e+00 -8.714996e-01 1.2588860067 -3.357494e-01
## [6021,] -6.825689e-01 5.485983e-01 -3.534162e-01 1.1028970114 -2.146125e-01
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## [6023,] -3.053259e+00 -2.761801e+00 -5.748962e-01 -0.6559415702 1.879840e-01
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## [6027,] 1.814806e+00 -7.337321e-01 9.238684e-01 0.7162239433 1.737882e+00
## [6028,] -2.682939e+00 -1.284469e+00 7.589455e-03 0.0328686034 -4.456549e-01
## [6029,] 1.639711e+00 6.549574e-01 1.578852e+00 0.0457212833 5.603022e-01
## [6030,] -5.589995e-01 -2.556878e+00 3.046674e-01 0.0577075565 4.223681e-01
## [6031,] -2.481678e+00 -5.449170e-01 -7.569440e-01 0.2570293942 5.063298e-01
## [6032,] 9.858785e-01 -2.403563e-02 1.504597e+00 2.4831670557 -9.794940e-01
## [6033,] -1.096469e+00 2.596320e-01 -6.181517e-01 0.7676366355 1.229883e+00
## [6034,] -3.424509e+00 -2.019137e+00 -2.287370e-02 -0.6567747691 2.125334e+00
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## [6036,] 1.529231e+00 9.578490e-01 6.232140e-01 0.0809829365 5.229164e-01
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## [6038,] 4.244201e-01 -6.337095e-02 2.880745e-02 1.2158777576 -1.711915e-01
## [6039,] 5.500541e+00 -9.937474e-01 -1.859747e+00 1.3194273371 -1.836457e+00
## [6040,] -3.468391e+00 2.524174e+00 -2.426141e+00 0.7242519528 8.688226e-01
## [6041,] 4.117793e+00 2.825917e-01 1.761652e+00 1.9125178165 -4.763530e-01
## [6042,] -5.098128e-01 2.685507e+00 2.904333e-01 -2.3008188414 -1.498907e+00
## [6043,] 3.658489e+00 2.855678e-01 2.401076e+00 -0.3932722788 -9.057073e-01
## [6044,] -1.957947e+00 -1.277598e+00 -1.875559e-02 -0.8331288430 3.371740e+00
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## [6046,] -2.209191e+00 -6.539193e-01 -6.468762e-01 1.7143686519 -3.940084e-01
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## [6049,] 3.994884e+00 -9.457188e-01 -1.288867e+00 2.0073079654 8.784591e-01
## [6050,] 8.637440e+00 6.120684e-01 -2.945605e-01 0.0077036110 -1.985660e+00
## [6051,] -3.382237e-01 1.570565e+00 -1.068213e-01 -0.2759444604 -6.053907e-01
## [6052,] -1.937170e+00 1.178407e+00 4.283691e-01 -2.0080785457 -1.752611e+00
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## [6054,] -4.571377e+00 -1.150222e+00 -9.052014e-01 -0.5443349751 7.529142e-01
## [6055,] -4.800837e-01 3.256400e+00 -1.118119e+00 -1.0853288815 5.188686e-01
## [6056,] -1.838371e+00 4.334301e+00 -9.168907e-01 1.0949670287 -2.597863e+00
## [6057,] -3.960315e+00 2.843292e+00 -1.526084e+00 -2.4391918988 -1.397605e-01
## [6058,] 4.657158e+00 -1.675937e+00 8.114852e-03 0.8732814700 -3.310466e-01
## [6059,] 2.193402e+00 -1.477858e+00 1.724030e+00 -4.1075045701 -3.995230e-01
## [6060,] 5.706467e+00 -2.726322e+00 -1.991609e+00 0.1517724502 -3.036251e-01
## [6061,] -3.388775e+00 -2.589328e+00 -6.762876e-01 -0.4490000130 5.114185e-02
## [6062,] -1.156711e+00 2.362260e+00 -1.285164e+00 -0.2471606739 8.139338e-01
## [6063,] -2.595264e+00 -2.303985e+00 4.891516e-01 0.7559174276 -3.078304e-01
## [6064,] 4.083227e+00 -2.702507e+00 8.435697e-01 0.5195582874 -1.169957e+00
## [6065,] -5.282960e+00 -1.394889e+00 2.138203e-01 -0.8464911807 -1.569029e+00
## [6066,] -1.220443e+00 -9.244837e-01 -2.489858e-01 1.0725154162 1.385739e-01
## [6067,] 2.910909e-01 2.981330e+00 -4.831225e-01 -0.0868430633 -8.998997e-01
## [6068,] 2.074584e+00 2.260931e+00 7.261880e-01 0.9566396087 -9.412137e-01
## [6069,] -5.205401e+00 -1.122751e+00 -1.164195e+00 -1.2395675128 3.031879e-01
## [6070,] 8.153140e-01 3.002905e+00 -1.119555e+00 -0.7802518399 1.530212e+00
## [6071,] -1.554350e+00 -4.022549e+00 2.220952e+00 -0.2632717994 -6.401998e-01
## [6072,] -1.699406e+00 1.199724e+00 -8.941737e-01 0.2528368358 -2.764542e-01
## [6073,] 1.064169e+00 -2.968590e+00 1.114257e+00 0.6795912393 1.007224e+00
## [6074,] -5.259747e+00 -1.806486e-01 -1.922026e+00 -1.1135597324 4.871288e-01
## [6075,] 1.632408e+00 -6.480514e-01 1.313395e+00 -3.6665581380 -5.252975e-01
## [6076,] 6.247257e-01 -5.142409e-02 1.924163e+00 -2.8545067188 -1.935678e+00
## [6077,] 9.513617e-01 -3.533197e-01 6.960302e-01 0.4047894323 2.620170e+00
## [6078,] 2.162076e+00 -8.946212e-02 -3.833037e-01 0.1657801803 1.068618e+00
## [6079,] 7.082153e+00 -2.291778e+00 -3.842610e+00 1.0083648568 -1.634326e-02
## [6080,] -3.412875e-01 -4.233178e+00 6.437876e-02 1.0137333254 7.379800e-01
## [6081,] -2.568981e+00 1.086438e-01 1.155564e-01 0.7563172330 9.664199e-03
## [6082,] 1.260672e+00 -1.795593e+00 1.747250e+00 -2.8085542590 -3.509001e-01
## [6083,] -5.785932e+00 -1.314603e-01 -1.601179e+00 -0.6570615944 -1.518209e-01
## [6084,] -1.342216e+00 -1.193876e+00 -2.629255e-01 1.7781594277 8.791059e-01
## [6085,] -6.897184e+00 -1.486850e+00 -1.445870e+00 -0.3028845499 -5.109117e-01
## [6086,] 5.534678e-01 1.785493e+00 6.762258e-01 1.8080445534 -1.497213e+00
## [6087,] -3.818529e-01 -2.098890e-01 7.534321e-01 0.6031628445 -4.298068e-01
## [6088,] 1.256957e+00 6.990056e-01 1.402352e+00 -1.7387121464 -1.516112e+00
## [6089,] -2.360521e+00 -1.103720e+00 5.377468e-01 -0.7717677596 9.187318e-01
## [6090,] 6.091465e-01 -6.720160e-03 1.203299e+00 -3.4020995987 4.742917e-01
## [6091,] 1.762193e+00 -3.578917e-01 1.514814e+00 2.6183472765 9.869479e-03
## [6092,] -2.307828e+00 5.817072e-01 -1.030500e+00 -0.2415948242 7.397426e-01
## [6093,] 1.479635e-01 1.622887e+00 -4.354599e-01 -1.3013756856 9.309382e-01
## [6094,] 1.637292e+00 2.451932e+00 7.625793e-02 1.8890476857 -1.356375e+00
## [6095,] -2.625183e+00 -1.119341e+00 4.019336e-01 1.4588285143 -1.866729e+00
## [6096,] 1.928376e+00 3.965760e-01 5.801686e-01 -1.6157977932 -1.594827e+00
## [6097,] -2.308661e-01 2.121562e+00 -8.197561e-02 -1.9446774077 2.629706e-01
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## [6099,] -1.981105e+00 9.790267e-01 -1.676217e+00 0.6591684296 2.676326e+00
## [6100,] -1.649332e+00 -2.343839e+00 7.608915e-02 0.1172467593 1.366313e+00
## [6101,] -1.429750e+00 2.794652e-01 -9.241937e-01 0.3276879589 3.444193e+00
## [6102,] -3.897698e+00 4.192355e-01 -1.757671e+00 1.0100040181 1.221301e+00
## [6103,] 5.213145e-01 1.320948e+00 -9.286726e-01 0.4135029330 1.118658e+00
## [6104,] -3.681071e+00 -2.899044e+00 3.039760e-01 1.3412630752 -7.484075e-01
## [6105,] 2.912799e+00 1.171018e+00 8.508395e-01 0.0746659702 -8.371242e-02
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## [6108,] 2.989841e+00 -3.574568e+00 6.798535e-01 -0.6197653522 -1.413317e-01
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## [6110,] 5.892035e-01 1.887123e+00 7.396155e-01 -0.5504527690 5.179263e-01
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## [6224,] -3.923291e+00 1.679055e+00 -2.599775e+00 0.7794903535 1.256897e+00
## [6225,] 5.706842e-01 1.591439e+00 2.637902e-01 1.6879794019 -8.216413e-01
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## [6228,] -2.452482e+00 -1.468041e-01 -3.111950e-01 0.6815821785 -2.584387e-01
## [6229,] -9.509206e-01 1.410178e+00 -8.143410e-01 -0.1401871882 8.401617e-01
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## [6233,] -2.549840e+00 3.612852e+00 -1.497301e+00 -1.5397079425 9.747211e-01
## [6234,] -1.425455e-03 -3.038215e-01 4.540598e-01 1.5464512998 3.090441e-01
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## [6237,] 2.861163e+00 2.880994e+00 3.675023e-01 0.9561226316 -4.044211e-01
## [6238,] -3.528295e+00 1.248912e+00 -1.152868e+00 -1.7287539050 2.412135e+00
## [6239,] 1.229604e+00 8.051506e-01 1.675570e-01 2.2901097869 3.278533e-01
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## [6242,] -2.031984e+00 1.744629e+00 -1.620945e+00 0.4432874903 1.099537e+00
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## [6245,] 3.869043e+00 4.626154e-01 3.939844e-01 1.3460942785 9.714842e-01
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## [6250,] -3.480753e+00 -2.149553e+00 -8.467717e-01 1.2188408739 -1.589288e-01
## [6251,] -5.763977e-01 -3.438487e-01 1.077495e+00 -2.6201349183 -1.064550e+00
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## [6256,] -4.613852e-01 -2.451793e-02 -4.536287e-01 2.0887821169 -5.370476e-01
## [6257,] 5.003455e-01 -2.235403e-02 3.547534e-02 0.6181274287 3.375797e-01
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## [6260,] -7.317557e-01 3.596363e+00 -7.474332e-01 0.0775600054 -8.549440e-01
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## [6264,] -6.576258e+00 -1.085754e+00 -7.024524e-01 -1.1770210843 -1.761207e+00
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## [6275,] -6.953412e-01 -1.646882e+00 1.040657e+00 1.4613777567 4.446560e-01
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## [6517,] 1.144737e+00 -3.480201e+00 1.213165e+00 0.2940430464 -1.261148e+00
## [6518,] -2.164457e-01 1.281191e+00 -3.080204e-01 -3.1305776790 5.242161e-02
## [6519,] -9.237220e-01 1.420066e-01 -3.830164e-01 0.2792724027 4.912796e-01
## [6520,] -1.465086e-03 1.107811e+00 1.096172e+00 1.8859829873 -1.719737e+00
## [6521,] 1.569682e+00 -6.009648e-01 5.322856e-01 0.4018969750 4.172055e-01
## [6522,] -7.725804e+00 4.753738e-01 -2.057439e+00 -1.7916717980 -2.242906e-01
## [6523,] 6.848279e-01 1.609102e+00 -6.914718e-01 0.3393188725 2.240459e+00
## [6524,] -7.247169e-01 -1.300430e-01 1.645822e-01 -0.4059544162 3.031811e-01
## [6525,] 2.394539e+00 5.572087e-01 1.491615e+00 1.3503415276 -3.697431e-01
## [6526,] 5.331373e+00 -2.912574e-01 2.166070e+00 1.2418116647 1.099226e+00
## [6527,] -1.895781e+00 7.377521e-01 -4.189247e-01 -0.7177194047 3.404897e-01
## [6528,] -3.638700e+00 -2.740795e+00 3.049650e-01 0.7644342976 -6.934867e-01
## [6529,] -1.758819e+00 1.734465e+00 -6.335897e-01 0.7688562091 -3.087782e-02
## [6530,] -3.104799e+00 1.402364e+00 -1.144236e+00 -0.1559910362 2.746865e-01
## [6531,] -6.433197e+00 -1.101153e+00 -6.176495e-01 -2.3109627593 9.945317e-01
## [6532,] -1.721205e+00 -6.089572e-01 -9.609968e-01 0.6095864548 8.684345e-01
## [6533,] -6.001990e+00 -3.698486e-01 -1.110779e+00 -0.6877440008 -8.754727e-01
## [6534,] -2.099367e+00 -3.772287e+00 -9.319494e-01 -0.1823864376 4.751825e-01
## [6535,] 1.941034e+00 -1.497223e-01 3.880000e-01 0.3093298079 9.237335e-01
## [6536,] 1.144257e+00 9.078891e-01 5.526987e-01 -1.0866949635 4.497513e-01
## [6537,] 8.472309e+00 -7.910320e+00 -8.409291e+00 -1.3760920478 -2.959038e+00
## [6538,] 1.986254e+00 1.151415e+00 4.959839e-01 -0.4045142455 1.031014e+00
## [6539,] 1.461037e+00 1.977189e+00 -2.913898e-01 -1.7316362219 7.372677e-01
## [6540,] -1.451343e+00 1.495096e+00 -1.105289e+00 0.1618558088 5.591508e-01
## [6541,] 1.359121e+00 9.470393e-01 4.791493e-01 0.7430553040 1.811866e+00
## [6542,] 1.362277e+00 -2.665592e+00 -9.611660e-02 0.3611799160 5.086348e-01
## [6543,] -1.522293e+00 -3.125548e+00 1.278713e-02 0.7790458618 -8.577314e-01
## [6544,] -2.243330e+00 -2.290012e+00 1.713815e+00 0.9438328362 -2.306687e+00
## [6545,] 1.937866e+00 4.587896e-01 2.134001e+00 -1.3308236665 -1.030998e+00
## [6546,] -2.759142e+00 -2.980062e+00 1.687786e+00 0.4880116769 -1.071624e+00
## [6547,] 1.993281e-01 8.426735e-01 9.102280e-01 -3.3302862776 1.886210e+00
## [6548,] 1.045886e+00 2.224979e+00 -6.262830e-01 1.7723489649 1.783223e-01
## [6549,] -1.136086e+00 3.395821e+00 -7.008051e-01 0.5485183723 -8.287411e-01
## [6550,] -2.617624e+00 2.511030e+00 -1.148015e+00 -1.3406326883 1.154532e-01
## [6551,] 1.166749e+00 -2.061033e-02 2.297626e-01 1.2315908577 -3.821815e-01
## [6552,] -1.905661e+00 1.503009e+00 -4.124849e-01 1.0946715128 -1.043832e+00
## [6553,] 1.312435e+00 6.369336e-01 9.924394e-01 -2.3762563205 -1.294210e+00
## [6554,] 3.664778e-01 9.680944e-01 2.434630e-01 0.3723870284 9.670969e-02
## [6555,] -7.285237e-01 1.859214e+00 -8.135249e-01 -1.0948938352 5.487469e-01
## [6556,] 3.231396e+00 -2.684965e-01 3.097120e+00 -2.0711436178 2.660092e-01
## [6557,] 3.234682e+00 1.076645e+00 9.378880e-01 -0.7645272855 -6.805982e-01
## [6558,] -1.948996e+00 4.630039e-01 -3.386887e-01 1.1676027486 -4.817924e-01
## [6559,] -2.632094e+00 -1.333893e+00 -3.028100e-01 1.2173946442 -7.311539e-01
## [6560,] -7.470557e-01 1.904176e+00 -1.057294e+00 -0.4553676071 1.143081e+00
## [6561,] 4.396616e-01 1.857263e+00 -4.139658e-01 -1.9707132618 1.087469e-02
## [6562,] 3.338834e+00 -1.940976e+00 1.877331e+00 -3.3070162357 -9.047506e-01
## [6563,] 1.464711e+00 -4.538142e-01 1.600963e+00 -0.1859747013 2.176148e+00
## [6564,] -1.183268e+00 -1.981481e-01 1.114100e+00 -0.4890164250 4.694459e-01
## [6565,] -5.463012e+00 5.216773e-01 -1.395730e+00 -0.1366739896 -6.285003e-01
## [6566,] 1.893152e+00 -2.358521e+00 2.368713e+00 -0.2763691755 5.961360e-01
## [6567,] 1.895937e+00 2.267252e+00 -2.133976e-01 -0.0607678617 1.112867e+00
## [6568,] 2.955480e+00 2.630816e-01 5.741964e-01 0.5615653933 1.754688e+00
## [6569,] 1.222372e+00 -3.947019e-01 6.571061e-01 1.3551777331 -9.431661e-01
## [6570,] 2.275440e+00 -1.088075e+00 1.806011e+00 -0.4999898190 -4.226834e-01
## [6571,] -3.616410e+00 1.354819e+00 -1.456278e+00 3.0737677735 -1.237968e-01
## [6572,] 1.802153e+00 -3.299607e-01 1.519198e+00 1.6672242723 -5.958000e-01
## [6573,] 1.607178e+00 1.754056e+00 1.150552e+00 1.4065473956 -7.023648e-01
## [6574,] -8.057311e+00 6.345437e-01 -1.331193e+00 -0.3225239774 -2.526056e+00
## [6575,] 3.655732e+00 1.769965e+00 4.547668e-01 0.8819406177 -5.068433e-01
## [6576,] -2.380380e+00 1.736277e+00 -7.085174e-01 -2.0403792954 -1.460102e-01
## [6577,] 5.767515e-01 -1.258201e+00 -8.928838e-01 1.7167596191 1.816277e+00
## [6578,] -2.494412e+00 4.888104e+00 -1.239058e+00 0.9349036353 -2.420688e+00
## [6579,] -4.477910e+00 -1.702152e+00 -6.029859e-01 -1.7766643750 2.378462e+00
## [6580,] 2.380041e-01 -1.532658e+00 4.551982e-01 2.2396337785 1.302120e+00
## [6581,] -1.918678e-01 1.708768e+00 2.224922e-01 -0.7223581325 2.701952e-01
## [6582,] -5.713661e+00 -6.562881e-01 -1.531487e+00 -0.4485595297 -4.453100e-01
## [6583,] 3.215483e+00 -1.136129e+00 1.177398e+00 1.4292036764 7.305855e-01
## [6584,] 4.114474e+00 -4.176065e+00 4.092397e-01 -0.1772922389 -1.164383e-01
## [6585,] -4.711465e-01 1.006714e+00 1.842467e-01 0.9160898293 -4.745151e-01
## [6586,] 6.243973e+00 2.156552e-01 -2.392039e-01 -1.2519884239 -2.358408e+00
## [6587,] -2.272621e-01 -3.157415e-01 6.205142e-01 1.1688230691 -1.909609e+00
## [6588,] 6.639519e-01 3.149947e+00 -1.009773e+00 -0.7038591442 1.189442e+00
## [6589,] 3.019467e+00 -1.216304e+00 2.726527e+00 1.1970202934 -3.717530e-01
## [6590,] 3.382114e-01 1.629659e+00 3.006012e-01 -2.4455164963 8.026819e-01
## [6591,] 4.454869e+00 1.528500e+00 1.520329e+00 1.6475222318 6.900002e-03
## [6592,] 4.858672e+00 2.182239e+00 1.279565e+00 0.1693538027 7.895272e-02
## [6593,] 3.264798e+00 -9.084113e-01 2.201104e+00 -0.5404328715 -1.493611e+00
## [6594,] -2.880018e+00 -2.675780e+00 -3.884045e-01 0.3971762620 1.431547e-01
## [6595,] 2.741642e+00 6.923890e-01 6.683687e-01 -0.6371702388 4.046210e-01
## [6596,] -1.868179e-01 -1.766434e+00 7.422005e-01 -0.4714804047 1.256348e+00
## [6597,] 1.960678e+00 8.637404e-01 -1.819995e+00 2.3606580332 1.346378e+00
## [6598,] 5.021431e+00 -2.355229e+00 -1.028376e+00 1.9113597628 1.044995e+00
## [6599,] -8.365469e-01 -2.475073e+00 1.614861e+00 1.0597151186 -5.333697e-01
## [6600,] -3.700395e+00 -1.522041e+00 -4.832472e-01 -1.3475910844 2.385881e+00
## [6601,] 5.008331e+00 -3.771384e+00 -1.637527e+00 0.6594371007 -3.987979e-01
## [6602,] -3.603955e+00 -2.069765e+00 -1.970712e-01 -0.0028663189 -9.853393e-01
## [6603,] 3.348615e+00 1.816734e+00 3.259293e-01 -1.7565638053 5.125123e-01
## [6604,] 3.379870e+00 -2.116721e+00 7.544758e-01 0.3796410951 1.764687e+00
## [6605,] 1.362736e-01 -1.397691e+00 1.408528e+00 -0.1206550604 -1.096310e+00
## [6606,] -2.185070e-01 6.902818e-01 -6.522963e-01 0.3381261218 7.315307e-01
## [6607,] -1.317911e+00 1.818796e-01 1.357233e+00 -1.9481238872 -1.844715e-01
## [6608,] 4.361534e+00 -1.088686e+00 1.398767e+00 -1.9071561263 -4.521652e-01
## [6609,] 7.143624e-01 1.638561e-01 6.875411e-01 -0.8422819620 1.783090e+00
## [6610,] -1.124875e+00 9.461921e-01 -6.097683e-01 -0.1800342362 2.836741e-01
## [6611,] -3.083426e+00 -2.323173e+00 1.375082e-01 -1.4588153227 -9.374985e-02
## [6612,] -2.067078e+00 -2.107914e+00 -4.958943e-01 0.2028930095 1.621584e-01
## [6613,] -6.808757e-01 2.796380e+00 -1.305018e+00 -0.0455229170 1.064984e+00
## [6614,] 1.204120e+00 5.571982e-01 1.180429e+00 0.7636329888 2.428292e-01
## [6615,] 3.782702e+00 1.819736e-01 4.047318e-02 1.6120238588 5.304239e-01
## [6616,] -3.956329e+00 -2.561094e+00 6.464779e-01 1.1124031862 -2.114983e+00
## [6617,] -3.208687e+00 -1.373238e+00 6.269946e-01 0.4187271319 -1.146418e+00
## [6618,] -4.219164e+00 1.597781e+00 -1.828569e+00 1.0980537198 1.401144e-01
## [6619,] 2.736305e-01 3.736874e-01 3.451834e-01 0.6146559967 5.483348e-01
## [6620,] 2.016386e+00 3.247537e+00 -8.162785e-01 -0.3129858098 -4.060650e-02
## [6621,] 3.892838e+00 -1.658602e+00 -7.153996e-01 0.8219414201 -4.120071e-01
## [6622,] -1.299998e+00 7.575262e-01 -1.272770e+00 0.6804561319 1.158367e+00
## [6623,] 1.656521e+00 1.752809e+00 8.749864e-01 -0.2748451809 -5.821024e-01
## [6624,] 1.409542e+00 1.347465e+00 3.401260e-01 -1.8053640505 1.616036e+00
## [6625,] -2.752822e+00 3.011779e+00 -3.084997e-01 -1.4012683274 -1.419405e+00
## [6626,] 3.309928e+00 1.955105e-01 -4.487873e-01 1.8626787036 1.374498e+00
## [6627,] 3.594263e-01 -1.839472e+00 1.093948e-01 0.4324491190 1.373510e-01
## [6628,] -2.188709e-01 2.748176e+00 -1.938534e-01 -0.6344079072 -6.683584e-01
## [6629,] 1.441391e+00 -1.353938e+00 5.974565e-01 1.1377389060 -4.424364e-02
## [6630,] 3.031875e+00 2.616072e+00 2.193507e-01 0.4976934316 -1.611155e-01
## [6631,] 2.673073e+00 -1.130979e+00 -4.694115e-01 2.5376317368 1.714360e+00
## [6632,] 2.395129e+00 4.839309e-01 -1.416179e+00 1.9572903457 1.079487e+00
## [6633,] -2.541086e-01 -6.582185e-01 1.302299e-01 -1.7835145031 2.873445e+00
## [6634,] 7.236945e-01 1.669775e+00 4.068390e-01 1.7647437387 -2.053730e+00
## [6635,] 3.106658e+00 2.487895e+00 2.735271e-02 -0.0583576442 8.365321e-01
## [6636,] -3.349170e+00 1.077716e+00 -1.667190e+00 0.7134604462 7.980896e-01
## [6637,] 3.368204e+00 2.070158e+00 4.822585e-01 0.1655831963 1.809988e-01
## [6638,] -2.770026e+00 1.867054e-01 -1.356700e+00 0.1886968746 1.618452e+00
## [6639,] 1.892073e+01 -1.081380e+01 -2.368501e+01 -7.7296768283 -9.311174e+00
## [6640,] -3.506327e+00 -1.127791e+00 -4.120638e-01 0.5412880348 -2.022840e-01
## [6641,] 2.226586e-01 1.412568e+00 9.892407e-01 1.4283624799 -1.961985e+00
## [6642,] -2.180105e+00 -1.411239e+00 4.189003e-01 0.1098224540 8.930942e-01
## [6643,] 4.382938e+00 -4.274824e-01 1.328212e+00 0.3915576923 9.663408e-01
## [6644,] -2.660916e+00 2.789944e-01 8.820467e-01 -3.8309625676 9.361000e-01
## [6645,] -2.414076e+00 1.622130e+00 -9.329288e-01 -0.2981487870 1.287692e+00
## [6646,] -3.094114e+00 3.501698e+00 -1.209860e+00 0.3272267666 -2.145421e+00
## [6647,] 1.707450e-01 6.165536e-01 1.881872e+00 -0.5120248105 -1.295909e+00
## [6648,] -2.653195e+00 -1.591120e+00 4.811187e-01 1.4690650007 -1.898781e+00
## [6649,] -3.077890e+00 8.417805e-01 -1.519653e+00 -0.0873909671 2.549304e+00
## [6650,] -2.847447e+00 2.645606e+00 -1.335265e+00 0.1198780579 -4.777673e-01
## [6651,] 5.796663e+00 4.715969e-01 -2.385862e+00 0.1913620910 7.353872e-01
## [6652,] -1.835286e+00 -4.168144e-03 -1.534383e-01 0.8967904195 -6.999489e-01
## [6653,] 1.943025e+00 6.520186e-01 -3.719684e-02 -0.6533354882 1.268850e+00
## [6654,] -2.443614e+00 2.043439e+00 4.725682e-02 -2.1670690869 -1.290886e+00
## [6655,] 2.489440e+00 -2.691966e-01 -1.425419e+00 1.5048792196 1.424847e+00
## [6656,] -4.507936e+00 -3.957668e+00 2.089379e-01 0.2189182779 -5.436904e-01
## [6657,] -2.072651e+00 5.185828e-01 -1.787066e-01 0.0088204236 3.314204e-01
## [6658,] 3.340076e+00 1.281671e+00 1.796407e+00 0.6192049066 1.061990e-01
## [6659,] -7.618697e+00 1.193586e+00 -1.477554e+00 -0.1400960097 -2.725704e+00
## [6660,] 3.644315e+00 -7.239008e-01 9.055256e-01 0.9496699689 5.340543e-01
## [6661,] 7.878302e-01 3.700827e+00 -9.987677e-01 -0.3168987973 -1.003950e+00
## [6662,] -3.743106e+00 -2.204015e+00 2.519140e-01 0.7733135540 -9.449104e-01
## [6663,] -4.984486e-01 4.719835e-01 -5.194427e-01 2.1909521848 2.427542e-01
## [6664,] 4.647968e+00 -1.465933e+00 2.293231e+00 -1.3523336949 -3.159615e+00
## [6665,] 6.200593e+00 2.024849e+00 -3.345295e-01 -0.1187918959 3.702094e-01
## [6666,] -6.123588e-01 -2.235403e+00 -2.444852e-01 1.8388364379 1.432987e+00
## PC6 PC7 PC8 PC9 PC10
## [1,] -0.9679890022 -9.659014e-01 -0.2154274026 8.927282e-02 4.282681e-01
## [2,] -1.6016307127 -1.698325e+00 -1.1167130268 1.216441e+00 5.461555e-01
## [3,] 0.1979074845 1.114240e+00 0.7647969976 5.828307e-01 6.978701e-01
## [4,] 1.7409180065 -6.167689e-02 -0.2100295139 -5.091993e-01 -1.211541e+00
## [5,] 0.7175220193 1.305025e-01 -0.8658315333 -4.926124e-01 -1.231583e+00
## [6,] -0.1942788094 -1.240351e+00 -0.0812495199 4.890303e-01 1.647095e+00
## [7,] 0.2505249177 -2.844154e+00 1.3034125833 -1.778582e+00 1.618869e+00
## [8,] -0.8942491781 8.543066e-02 0.0862208241 6.238087e-01 4.303967e-01
## [9,] -0.2681912297 1.944310e-01 -1.6168612180 2.805294e-01 1.466623e-01
## [10,] 0.0505991759 2.804768e-01 -1.7915357255 -2.033518e-01 1.358908e-01
## [11,] -1.0152142693 7.328058e-01 0.7243082899 1.767754e-01 5.238307e-03
## [12,] 0.4914835371 -2.312215e+00 -0.7606375546 -5.117266e-01 3.410816e-01
## [13,] 1.2073645899 4.242055e-01 -1.6498365232 -6.870834e-02 8.805904e-02
## [14,] -0.4011663236 -6.370410e-01 1.2024193366 -7.298270e-02 -7.185220e-01
## [15,] -0.4473834430 1.688959e-01 0.1013818596 -8.319510e-01 -1.965315e+00
## [16,] 2.5303424853 -4.544029e-02 1.1465298268 -2.951004e-02 -7.977676e-01
## [17,] -1.0261981567 -1.269270e+00 -1.9059168201 1.387064e-01 1.223534e+00
## [18,] 0.1454880244 1.192496e+00 -0.0039249845 8.057188e-01 9.380395e-02
## [19,] 0.2539993280 -2.746011e-01 1.1092407990 1.024306e+00 -2.999263e-01
## [20,] -0.5096293642 -1.386114e+00 -1.0160799671 1.839737e+00 9.845703e-01
## [21,] 1.1435888479 -5.700087e-01 0.3876471303 -5.684503e-01 8.357022e-01
## [22,] 1.2575175360 1.035887e+00 -0.5638913361 -1.434327e+00 -4.108540e-01
## [23,] -0.4743195149 1.252495e+00 -0.6667032555 -5.035446e-01 -1.228937e-01
## [24,] 1.4001174406 -7.294232e-01 0.2283172245 -8.465473e-01 -7.679690e-02
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## [477,] 0.4050532308 6.590819e-01 1.6113849939 3.787784e-01 7.620552e-01
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## [630,] 1.5815147666 -8.042217e-02 -0.1027495780 -3.277673e-01 -1.333816e+00
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## [635,] -1.0774402559 8.555730e-01 -0.6498067355 -5.114110e-01 9.962951e-03
## [636,] 1.9157869613 -1.760527e+00 0.4807988142 2.969535e-01 -1.294454e-01
## [637,] 1.2159430659 -4.021018e-01 -1.5057757318 -2.524698e-01 4.878380e-01
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## [644,] -0.9553148054 -2.758845e+00 -1.4597692959 1.711153e+00 -4.974279e-01
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## [647,] 1.2129254260 -1.021799e-01 0.1568640514 -3.103722e-02 -1.356564e+00
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## [650,] -0.5534732818 -1.690313e-01 0.3152427985 -3.342827e-01 3.157194e-01
## [651,] -0.4259873115 -8.673963e-01 0.5766749214 4.003348e-01 -2.976548e-01
## [652,] 0.5435308575 9.544249e-01 0.2246658920 5.496132e-01 4.862237e-01
## [653,] 3.3384163383 5.076223e-01 -0.0697392578 1.282682e+00 -4.779219e-01
## [654,] 1.1917883760 -3.479580e-01 0.0202628765 -1.716492e+00 5.643092e-01
## [655,] -0.3354685134 1.340985e+00 -0.5712682282 -6.366759e-02 8.930371e-01
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## [657,] -0.1895265560 4.234394e-01 -0.2144272692 4.767899e-01 1.260989e-01
## [658,] -0.9826787367 -7.070746e-02 0.3779770714 4.164539e-01 -8.790206e-01
## [659,] 0.7402955601 -9.512922e-02 -0.6094088780 -1.981378e+00 -1.815448e+00
## [660,] -0.4149703058 3.971287e-01 0.0881447891 -4.250275e-01 1.243371e+00
## [661,] 2.2041564745 2.364657e-01 0.5116021813 2.692577e-01 -7.910049e-01
## [662,] -0.4640619070 1.723220e-01 1.3951903376 1.557919e-01 -1.454836e+00
## [663,] -0.7967553959 7.870836e-02 0.8911429333 4.275743e-02 7.026118e-01
## [664,] -0.6124887379 -1.184683e-01 0.5778974342 -1.337998e-01 6.498997e-01
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## [666,] -0.5695727268 1.851609e-01 -0.0446365781 7.944963e-01 -8.664743e-01
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## [668,] -0.0101079562 4.776878e-01 0.3426885081 7.590270e-01 -1.032395e+00
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## [738,] -0.9882630297 -2.479020e+00 -1.2985687111 1.032159e+00 1.858414e+00
## [739,] -0.4884827399 -1.146839e+00 0.5574211043 -1.653648e-01 9.039138e-01
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## [743,] -0.2989951581 -1.165585e+00 -2.0076315936 2.042717e+00 5.715971e-01
## [744,] 2.1626118309 1.181826e+00 -0.3220848719 8.686322e-02 2.180275e+00
## [745,] -0.6423026076 -1.326831e-01 0.2892689852 4.980460e-01 5.608092e-01
## [746,] -0.4512512198 -1.143346e+00 1.0456651069 -2.342389e-01 2.463841e-01
## [747,] 0.3780903151 -5.596121e-01 -1.4014173336 1.419053e+00 -3.058078e-02
## [748,] 0.3526684968 1.149251e+00 -0.8187201966 -6.177552e-01 1.769225e+00
## [749,] -0.8139161283 -6.827229e-01 -0.6799190679 -4.467065e-02 6.293558e-01
## [750,] 0.0902692092 -2.888009e-01 0.6137676166 2.262002e-01 8.301454e-01
## [751,] 1.6441223878 -3.703597e-01 -0.0347136416 -1.135072e+00 -1.155411e+00
## [752,] -0.3856572569 -1.057022e+00 -0.3825293221 1.258028e+00 9.680665e-01
## [753,] -0.5793845229 -4.891770e-01 1.0526682577 1.247344e+00 1.056420e+00
## [754,] -1.0161487486 -1.751847e-01 0.7396039527 1.114571e-01 -6.695083e-01
## [755,] -0.5288398878 9.488232e-01 0.6757914478 -4.876493e-01 5.386097e-02
## [756,] 2.5523605552 -3.723614e+00 2.3253435205 -1.425105e+00 2.355788e+00
## [757,] 1.6445631508 5.937141e-01 0.7619609952 -7.898625e-01 2.052849e-01
## [758,] -0.8708308247 7.888221e-01 0.6772015038 2.512877e-01 1.736361e-01
## [759,] -1.0699061385 -1.661559e+00 -1.4609599407 1.442623e+00 1.002833e+00
## [760,] 0.4667596747 5.038875e-01 -0.7807522073 6.755697e-01 2.794483e-01
## [761,] 0.1029588449 3.344329e-01 -0.2372270494 1.636019e+00 -5.135872e-01
## [762,] 0.1039443072 8.461067e-01 1.7742795844 2.022970e-01 5.794309e-01
## [763,] 0.7762682647 9.910139e-01 0.2493019263 -1.141764e+00 -1.641779e-01
## [764,] 1.3656757824 6.579538e-01 0.3540183391 -1.302284e+00 -1.331316e-01
## [765,] 0.4326999164 -6.309528e-01 1.8529531864 6.302489e-01 3.492519e-01
## [766,] 1.4196945216 -1.039767e+00 -0.5935812296 -2.791268e-01 5.688811e-01
## [767,] -1.2505358071 1.438552e+00 -0.7280767054 -1.096866e+00 8.110155e-01
## [768,] -0.8115010924 1.011864e-01 1.5494805599 -7.343591e-01 2.868338e-01
## [769,] 1.0349496563 8.846324e-01 -0.0872262196 -6.516888e-01 -1.142001e-01
## [770,] -1.9805820225 1.083067e-01 -0.4218708899 -1.624641e+00 -4.542612e-01
## [771,] 1.3513032521 8.666026e-01 0.3588434735 1.774064e-01 2.428841e-01
## [772,] -1.1604195229 -6.258488e-01 -1.3560459790 -2.547099e+00 -9.285853e-01
## [773,] -0.4053613259 1.816094e-02 0.3798782512 1.520042e-01 2.782445e-01
## [774,] 0.2553365953 -2.487393e+00 -0.9794464564 1.255960e+00 -7.679266e-01
## [775,] -0.7002377965 -8.890589e-01 0.0052837981 5.713906e-01 4.594869e-01
## [776,] -0.0497643754 -2.104559e-02 0.5568792229 -9.979472e-01 8.494980e-01
## [777,] -1.0152107743 -7.853567e-02 0.7344789459 4.714728e-01 -7.548638e-01
## [778,] 1.1939583864 1.745226e+00 -1.2343345771 -5.487337e-01 1.788422e-01
## [779,] 0.0256121555 8.376004e-01 0.0275903413 1.986345e+00 7.368567e-01
## [780,] 1.6151643021 -9.961717e-01 0.1522073882 -8.416037e-01 -5.963272e-01
## [781,] 2.0878421694 1.146430e-01 -0.5974106420 -1.884393e-01 -1.186523e+00
## [782,] -1.2268245205 1.309335e+00 -0.8408113561 4.302692e-01 -6.110770e-01
## [783,] -1.1306088674 8.718199e-01 0.6129634527 -3.468437e-01 -1.780106e-01
## [784,] -0.5591085149 4.744113e-01 0.2029407788 -4.172454e-02 -7.288522e-01
## [785,] -0.8650410869 -2.109581e+00 -0.1475031182 6.167451e-01 8.588963e-01
## [786,] 0.0058239890 1.121844e+00 -1.0826638489 -1.686338e+00 -7.680684e-01
## [787,] -0.8026112612 1.401590e+00 0.3313917347 2.375675e-01 -3.774718e-02
## [788,] 0.8643464181 -4.528672e-01 -1.8069135514 -2.804680e-01 3.507907e-01
## [789,] 0.7841128059 6.408249e-01 -2.6754335099 -8.088333e-03 1.710486e+00
## [790,] 0.9244286595 1.717942e+00 -0.7647080479 -1.298950e+00 -1.344272e+00
## [791,] 1.1991217859 -1.476382e-01 -0.6366603164 -6.977841e-01 -1.311598e+00
## [792,] -1.0206505720 2.424102e-01 0.5528118020 3.140384e-01 -8.404222e-01
## [793,] -0.9360309896 7.415019e-01 -0.0130641983 8.174189e-01 -2.926787e-01
## [794,] -0.6399489278 -6.267302e-01 0.0038925836 1.127521e-01 -5.706577e-01
## [795,] -0.1154461863 1.113916e+00 -1.7518573261 -2.138871e+00 -1.082642e+00
## [796,] 0.6495255252 8.445101e-01 -0.5068323871 -2.350669e+00 -7.066440e-01
## [797,] -0.1894030203 4.359531e-01 -0.9551534405 7.715582e-01 4.305757e-01
## [798,] -1.1844673273 1.242895e+00 -0.8727473653 3.928555e-01 -2.100094e+00
## [799,] -0.4781215535 4.588846e-01 -0.8764536447 7.098825e-01 1.679624e-01
## [800,] -0.9428390339 -9.419201e-01 -0.3705831054 8.349690e-01 5.204179e-01
## [801,] 0.7821261023 1.195787e+00 0.5740862960 2.229714e+00 7.971293e-01
## [802,] 0.9986738411 -8.402088e-01 -1.1023328238 -5.671225e-01 7.523124e-01
## [803,] -0.7461948559 5.309439e-01 1.3337051043 -5.972320e-01 1.226089e-01
## [804,] -0.4219763851 -1.993033e-01 0.1947071589 1.242254e+00 -8.183451e-01
## [805,] -0.6019878260 -7.149906e-01 0.8109375625 -1.640696e+00 6.753845e-01
## [806,] -0.7684837146 6.742010e-01 0.9294920054 -6.299267e-01 3.783388e-01
## [807,] -0.4760221045 -4.486386e-01 0.0057402094 -7.820303e-01 7.999891e-01
## [808,] -0.3765926690 -7.858271e-01 1.3463258478 2.284563e-01 -5.191216e-01
## [809,] -0.7072599170 -2.859931e+00 1.0963797561 1.439366e+00 1.643805e+00
## [810,] -0.5349464012 4.989159e-01 0.8001421327 -3.314805e-01 6.185235e-01
## [811,] -0.3052558922 -2.247431e-02 -0.1285249497 1.181218e+00 -1.341420e-01
## [812,] 1.3417867078 -8.514651e-01 1.9899324495 6.717659e-01 1.527497e-01
## [813,] 1.1640023758 1.282292e+00 -2.3328290576 -1.394703e+00 7.333334e-01
## [814,] -0.3968830889 -4.265151e-01 -0.8107421627 -5.524800e-01 2.884670e-01
## [815,] 0.8035324979 5.554306e-01 0.4562143184 -1.295855e+00 1.321745e-02
## [816,] -0.3069108059 -4.748449e-01 -0.3588848266 2.510445e-01 7.170002e-01
## [817,] 1.0854133631 -3.913506e-01 0.1524238758 -8.301895e-01 -6.908981e-01
## [818,] 0.0853109676 9.727174e-01 0.9785924321 -7.111196e-01 -1.020782e-01
## [819,] 0.4109362438 1.511147e+00 -0.0492202912 2.551823e-01 1.852195e-01
## [820,] -0.7455276857 6.653954e-02 1.1480060551 5.269452e-01 -1.060417e+00
## [821,] -1.5879236383 8.824096e-01 -0.9426344844 -4.163620e-01 1.611468e+00
## [822,] -1.1777404895 1.650369e+00 -0.0664236767 9.062292e-01 -5.757801e-01
## [823,] -0.8589115977 -6.344645e-01 0.3455440432 -1.412401e+00 8.481942e-01
## [824,] -0.9372466635 -1.129128e-01 0.6684096018 5.917824e-02 2.140816e-01
## [825,] 0.9248498552 9.150488e-01 -0.5267166565 -4.496764e-01 7.094008e-02
## [826,] 0.7419246282 -6.653935e-01 0.2612550197 4.622037e-01 -3.645612e-03
## [827,] -0.7525489329 1.009723e+00 -2.7738633920 -2.271712e+00 5.179200e-01
## [828,] 0.9051667696 1.193833e+00 -0.2611263016 1.198076e+00 -2.088864e-02
## [829,] -0.9739459010 -3.252776e-01 -1.4571188859 -4.331648e-01 2.588735e-01
## [830,] -0.8156866018 1.423473e+00 0.0144632513 1.098655e-01 -2.214611e-01
## [831,] 0.9434253900 1.776065e+00 -0.6374214751 8.937472e-01 2.634359e-01
## [832,] -0.9814742817 -2.456588e+00 -1.3085134080 1.392896e+00 -7.785780e-01
## [833,] -1.0549871897 -4.298208e-01 -0.2156999818 -6.518882e-01 9.023393e-01
## [834,] -0.4103971962 -6.791535e-01 0.7418044795 5.855304e-02 6.892100e-01
## [835,] -0.0178829886 -1.767411e+00 -0.6350954228 4.411649e-01 6.252998e-01
## [836,] -0.5500192848 -1.195812e-01 -1.0635715839 -3.069220e-01 2.721210e-01
## [837,] 0.9223038902 1.585792e-01 2.0685180809 -2.809797e-01 1.434666e+00
## [838,] 0.1503393524 1.106563e+00 0.0667235666 7.963927e-01 2.333465e-01
## [839,] 0.8761297605 -7.629038e-01 -1.1297096598 -1.829437e-02 4.093708e-01
## [840,] -0.5711981319 -2.062664e+00 0.4951601523 9.054290e-01 -8.846605e-01
## [841,] -0.1114169744 -1.964811e+00 -0.1015273963 2.182888e+00 1.256017e+00
## [842,] -2.4208135231 -2.043961e+00 -2.4626090768 -5.752586e-01 1.892597e-02
## [843,] -1.1228210103 2.460770e-01 -0.7325704745 3.517305e-01 -1.193927e+00
## [844,] 0.6132820461 -1.626508e-01 0.5174832008 1.621117e-01 1.209715e-01
## [845,] -0.1854686208 -8.397015e-01 0.9778534638 1.567812e-01 -7.794556e-01
## [846,] 1.2565395150 2.683174e-01 0.7098540669 -9.584884e-01 -2.558914e-01
## [847,] -1.2651765314 1.019786e-01 -0.0092516012 7.463628e-01 -1.057569e+00
## [848,] -0.7249214279 6.082854e-01 -0.3650351102 7.636164e-01 -3.203628e-02
## [849,] -0.5166205715 8.267318e-01 -0.7070731503 7.451026e-01 3.114308e-01
## [850,] -0.7361239339 3.524841e-01 -1.2155975862 7.574795e-01 5.903870e-01
## [851,] 1.6981748253 3.368328e-01 0.0426976844 9.742596e-01 -1.035681e+00
## [852,] -0.9100924853 6.844950e-01 0.4817239601 -1.389959e-01 4.754447e-01
## [853,] -0.4626125806 9.542964e-01 0.9215544559 -2.713439e-01 -1.679424e-01
## [854,] -1.3035177545 -2.336409e+00 -0.0562074075 1.059648e-01 6.652172e-01
## [855,] 1.2804964019 2.893506e-01 -0.1420760183 -1.157981e+00 3.241844e-01
## [856,] 0.7949995904 1.202828e+00 -0.1753895470 -6.399158e-01 -5.676656e-01
## [857,] -0.5057834854 3.827875e-01 0.6090137076 -4.680125e-01 5.463907e-01
## [858,] -0.9801615439 -4.122147e-01 0.1308428050 -5.404199e-01 -1.252396e+00
## [859,] 0.0787026720 9.658267e-01 -0.5423416543 9.731808e-01 3.000476e-02
## [860,] 0.6927460639 1.177949e+00 -0.9484809493 1.046179e+00 -8.507175e-02
## [861,] 1.4450441837 1.098625e+00 -1.1187699466 -1.117238e+00 1.354031e+00
## [862,] -1.5501097545 1.056706e+00 0.1054482972 -6.574563e-01 -8.991440e-01
## [863,] 0.7477267564 -9.881481e-01 -0.0024158135 -8.864564e-01 -7.669279e-01
## [864,] 0.8473543367 -2.934611e-01 -0.7968665897 -4.199341e-01 2.122804e-01
## [865,] 1.6639991266 -4.780094e-01 0.7166497617 -2.326308e+00 7.433166e-01
## [866,] -0.1582821416 4.224187e-01 -1.6216866843 4.500109e-01 2.773087e-01
## [867,] 1.0373763519 -1.892936e-01 0.7946270972 5.186874e-01 8.608263e-01
## [868,] -1.0264014727 -5.525771e-01 -1.5079136669 -3.093813e-01 -1.266053e-01
## [869,] 0.6997154074 1.894201e+00 -1.2151468109 1.671438e+00 7.510843e-01
## [870,] 0.3286467526 1.420890e+00 -0.5443312590 4.268903e-01 1.146747e+00
## [871,] -0.0436487501 -1.890053e-01 1.4144124025 -3.406541e-01 3.485697e-01
## [872,] -0.2929118744 4.508699e-01 -2.5814453964 -1.538630e+00 -1.150903e+00
## [873,] -1.0431233392 5.638791e-01 -1.2821078792 3.623253e-01 -3.504193e-01
## [874,] -0.7367367683 1.138543e+00 -1.7337141933 2.094170e-01 1.688656e+00
## [875,] 1.4989576512 4.409078e-01 -0.1331975981 1.390879e-01 -1.242041e+00
## [876,] 0.6808197922 -3.046378e-01 -0.0889741561 -1.872029e+00 5.173657e-01
## [877,] 0.5374219209 7.349428e-01 0.5914550023 -1.694499e-01 5.638316e-01
## [878,] 0.1237900583 -2.170817e-01 1.0442235572 -4.513557e-01 -1.028371e+00
## [879,] -0.8861350577 8.525139e-01 1.0186481114 -7.795644e-01 2.765275e-02
## [880,] -1.1381331654 1.616297e-01 -0.3087300614 -1.822439e+00 7.307154e-01
## [881,] -0.6408531759 -3.640846e-01 0.3631820137 2.139363e-02 -6.871277e-01
## [882,] 1.6378814237 4.193151e-01 0.4034180762 2.271567e-01 1.091404e-01
## [883,] -0.3350922241 -2.162926e-01 1.2903275879 1.348038e-01 -9.140679e-01
## [884,] 0.5094443193 1.871047e+00 -1.2314769454 1.062371e+00 5.942442e-01
## [885,] 0.3226388304 -5.508895e-01 0.6154668172 -6.819089e-01 1.735534e+00
## [886,] 0.0645500179 2.483943e-01 -1.9601834391 -2.096843e+00 -4.114264e-01
## [887,] 0.2385880347 -4.065190e-01 0.8119481583 6.954923e-01 -2.512132e-01
## [888,] 0.6848660817 -2.474703e-01 1.1146112747 9.015863e-01 -2.637626e-02
## [889,] 1.1953805203 3.527450e-01 -1.9398398197 -6.004762e-01 6.707405e-02
## [890,] 0.0892191887 -8.782057e-01 1.5272356604 5.671072e-01 9.991028e-01
## [891,] 0.3151012539 -2.589383e-01 1.0254349455 6.391336e-01 -3.717911e-01
## [892,] 0.0753540517 -3.625510e-01 1.8970348200 8.756062e-01 -3.466690e-01
## [893,] -0.0047529492 -2.002748e-01 -1.2406269726 -1.701702e+00 -5.351454e-01
## [894,] -0.6298014640 4.347248e-01 -0.4846183776 1.188474e+00 -8.145447e-01
## [895,] -0.2666973756 1.775457e-01 0.2919288437 5.074466e-01 4.458015e-01
## [896,] -0.2157376325 1.497778e+00 -0.9118920801 9.254425e-01 1.549664e+00
## [897,] 2.0318473178 2.732681e-01 0.2824225273 -6.919707e-02 -1.365133e+00
## [898,] -0.7867368394 7.809554e-01 0.6660953240 3.470480e-01 -8.185263e-02
## [899,] -0.6910711199 -1.962798e+00 -0.7755891641 4.309227e-01 6.227868e-01
## [900,] -0.3282717787 -4.343478e-01 -0.4547981409 -1.661918e-01 -1.441550e+00
## [901,] 1.8404711657 1.612644e+00 -0.7296676416 -6.230038e-01 -6.097019e-01
## [902,] 0.5438432047 5.800221e-01 0.8347964354 1.496814e+00 4.754599e-01
## [903,] -0.3869232080 7.319531e-02 0.3808450348 7.038248e-01 -9.602331e-01
## [904,] -1.3525701937 -5.019091e-01 -0.1645931571 -9.715169e-01 7.219860e-01
## [905,] -1.6279349174 -1.192114e+00 0.0371212766 -7.589135e-01 5.362915e-01
## [906,] 0.2074893584 4.878396e-01 1.8055464355 -3.333838e-01 6.096431e-01
## [907,] -1.2227923369 5.678559e-01 -0.7399612912 -3.221482e-01 7.496372e-02
## [908,] -0.8199374347 4.645368e-01 -0.5940327387 1.274347e+00 3.845543e-01
## [909,] -0.5623759947 -3.467533e-01 1.1073604583 -3.231804e-01 -7.199061e-01
## [910,] -0.3326894766 -1.559679e-01 0.2131781143 1.688759e+00 8.155186e-01
## [911,] -0.5894092037 5.837746e-01 1.6239954223 -1.061038e+00 -2.885214e-02
## [912,] 0.5367490658 3.055631e-01 -0.0887178300 7.703746e-01 -5.541563e-01
## [913,] 0.4445035732 -1.017518e+00 0.3021372780 2.200213e+00 5.723240e-01
## [914,] 0.8130890182 5.783829e-01 -0.3330889392 1.823605e+00 1.026877e+00
## [915,] 1.0287660575 1.011587e+00 -0.1254080090 -5.818449e-01 -1.517717e-01
## [916,] -0.4583133789 -1.689464e+00 -1.1163129552 1.170799e+00 7.012560e-01
## [917,] 1.9773979936 6.549016e-01 -1.5566585038 -1.450058e-01 -4.125999e-01
## [918,] 0.4226318710 -6.002446e-01 0.3240143388 1.231722e-01 7.540463e-01
## [919,] 1.4322987651 -2.112943e+00 -2.1286187694 1.388236e+00 -1.237097e+00
## [920,] -0.5337150071 5.021706e-01 1.0188219305 -7.381615e-01 1.541565e-01
## [921,] -0.5433514061 5.283646e-01 0.7323215739 5.361493e-01 -1.218614e+00
## [922,] -0.3255565569 5.991208e-02 -0.1069127834 8.167037e-01 7.471560e-01
## [923,] 0.3514016141 6.133449e-01 0.0188899778 1.619885e+00 -2.809627e-02
## [924,] -0.8162163516 -1.753472e-01 0.2027889483 -1.711554e-01 3.321533e-01
## [925,] 1.2471647063 -1.913062e+00 -1.1067515952 1.172365e+00 6.439228e-01
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## [927,] -0.6467758828 9.394985e-01 0.3625109618 -6.472120e-01 1.852028e+00
## [928,] 1.3757050829 -1.987673e-01 0.2051621433 -5.712286e-01 2.479357e-01
## [929,] -0.1431644295 -2.065325e-01 1.1746761895 1.546259e+00 8.536011e-01
## [930,] 1.4714713712 -2.382623e+00 -1.3269916355 1.476815e+00 -7.501102e-01
## [931,] -1.0558121107 -1.644774e+00 -1.3630029018 6.136678e-01 4.750809e-01
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## [933,] -0.2085417712 3.132492e-01 -1.0776710876 -1.338718e+00 2.156184e+00
## [934,] 0.9318716711 -1.528202e+00 -1.1193505883 -1.065864e+00 3.578506e-01
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## [936,] -0.6002503461 -3.009351e-01 1.1439936541 -1.383828e+00 2.998711e-01
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## [939,] -1.2406630238 6.071890e-01 0.1457445384 -1.331935e+00 -2.087957e-02
## [940,] -0.8886367098 8.026704e-01 -0.1831126715 -1.399133e+00 -3.742991e-02
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## [943,] -1.7611863289 1.568805e+00 -1.0830972658 3.917497e-01 -1.130151e-01
## [944,] 0.0423111651 9.476857e-01 -1.3195011151 1.332261e+00 1.651867e-01
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## [947,] -0.5040644138 6.140635e-01 -1.2626556178 1.962357e-01 2.045781e+00
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## [949,] 0.3458719861 -1.143721e+00 1.1290374481 -3.208570e-02 1.618362e+00
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## [952,] 0.2304984543 4.409163e-01 -0.0208595576 -2.765275e-02 1.705836e+00
## [953,] 1.3363320165 1.227516e+00 0.6376462991 -1.120252e+00 -6.775770e-01
## [954,] -0.7390430162 -1.106913e+00 1.4818064344 -5.275667e-01 -7.611564e-01
## [955,] 0.0257151674 -6.520814e-01 -0.9231067510 1.076004e+00 4.632826e-01
## [956,] -0.2516566933 1.803613e+00 -0.3713187660 3.085387e-01 8.937705e-01
## [957,] -0.0556221779 2.568461e-03 1.8981654962 1.443067e-01 1.417265e+00
## [958,] 0.8828679203 -2.058242e-01 -0.4018044259 1.260051e-01 1.646512e+00
## [959,] -0.8580952044 -8.424259e-01 -0.5162404738 -5.145903e-01 -5.097706e-01
## [960,] 0.7762032780 1.149784e+00 -0.8268718800 -9.173013e-01 -3.881828e-01
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## [963,] -0.6530224315 -7.260093e-03 0.3051861157 3.166787e-01 3.395293e-01
## [964,] 1.8649830408 4.390457e-01 0.5593623985 3.012913e-01 9.215609e-01
## [965,] -1.0227523375 1.601778e+00 0.1036617045 1.194913e-01 -3.965672e-01
## [966,] -0.7912760565 1.742302e+00 -0.8575438199 3.749389e-02 6.376287e-01
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## [968,] -0.5624878657 7.726289e-01 -1.0500206115 5.000883e-01 3.376291e-01
## [969,] -0.7146686066 5.488153e-01 1.5920828098 -6.736058e-01 2.364070e-01
## [970,] 0.5942739071 -1.016858e-01 0.1807811710 -5.828014e-01 -3.498751e-01
## [971,] -1.1350466929 -2.309687e-01 -0.5963171141 4.356474e-01 -9.674692e-01
## [972,] 1.0111989332 3.428880e-01 -0.8386966843 6.665085e-01 -2.393424e-02
## [973,] -0.2240040133 -2.936885e-02 0.9326024640 3.180917e-01 1.756028e-02
## [974,] 2.3616113878 -3.867486e-01 -0.5049976775 -3.280512e-01 1.048358e+00
## [975,] -0.8087175590 6.013954e-01 0.4783597094 -5.473852e-01 1.839504e-01
## [976,] 0.8835338835 7.784053e-01 -1.0577947795 8.808395e-01 5.161470e-01
## [977,] 0.5300711829 -6.031385e-01 -0.0817636512 3.189981e-01 7.819007e-01
## [978,] -0.0829423158 1.194613e+00 -0.2507579110 9.672457e-01 4.576483e-01
## [979,] 0.7130267246 1.291895e+00 -0.9421776202 1.291840e+00 -2.671484e-01
## [980,] -0.0169010748 5.322726e-01 -2.2313242198 -9.695085e-01 -7.283545e-01
## [981,] 1.6047226981 1.539862e+00 -1.0379232422 -1.728236e+00 -1.063368e+00
## [982,] -0.3841555076 -8.886357e-01 0.5626763761 7.081322e-01 -1.032688e+00
## [983,] -0.7932013354 -8.925894e-01 -1.1392406394 3.408853e-01 8.852823e-01
## [984,] 1.1282331482 3.703422e-01 -0.4289194529 1.189624e+00 1.405945e+00
## [985,] -0.6852372193 8.849765e-01 -0.1805785560 1.477675e+00 -1.315688e+00
## [986,] -1.6063764951 -1.926891e-01 -0.3528367766 -1.405217e+00 1.632561e+00
## [987,] 1.3779108800 -5.812623e-01 -1.5533121649 -1.294149e+00 3.523528e-01
## [988,] 0.9200084519 1.120267e+00 -1.7968702201 -1.181357e+00 5.765108e-01
## [989,] 1.0709437561 8.319877e-02 -1.6648958694 -6.752202e-01 2.558401e-01
## [990,] -0.8403364464 6.724669e-01 0.9347264748 -2.875818e-01 1.477463e-01
## [991,] -0.9831574050 5.266620e-01 -1.2392357997 1.580240e-01 -3.861004e-02
## [992,] -0.4802417740 -7.781477e-01 0.0150290966 6.316182e-02 -5.009204e-01
## [993,] 0.3346252973 1.533326e+00 0.2999103854 -2.218509e-01 5.124676e-02
## [994,] 1.6015064602 8.927107e-01 -0.0587525318 -4.062018e-01 9.264822e-01
## [995,] 1.5857318512 -2.681295e+00 -1.9153430455 5.514780e-01 -8.921793e-01
## [996,] -0.2346418631 -5.562057e-01 0.1674648095 6.507937e-01 -3.421837e-01
## [997,] 0.6030289920 -6.213719e-01 -1.0226737496 -5.126040e-01 -1.450883e-01
## [998,] 0.7030382506 -8.097705e-01 -0.3619606630 -4.973592e-01 -1.386344e+00
## [999,] -0.6143690525 6.798502e-01 0.4703355504 5.030045e-01 -1.354379e+00
## [1000,] 0.6343341373 6.910007e-01 0.8815833903 5.692397e-01 1.019579e+00
## [1001,] -0.0753948984 -2.910616e-01 1.3990777309 -3.043614e-01 -1.063943e+00
## [1002,] -2.2478814494 3.085229e-01 -2.3675012035 -5.236922e-01 -3.716935e-01
## [1003,] 0.5656263949 1.368528e-01 -1.5354689744 -6.066742e-01 1.000632e+00
## [1004,] 0.6415018396 -3.021899e-01 0.9798461455 -7.930886e-01 1.114890e+00
## [1005,] -0.1010517613 -1.224934e+00 0.1064538529 2.102555e+00 -7.306802e-01
## [1006,] -0.7042277404 -2.570334e-01 0.6794072671 5.984935e-01 -7.120006e-01
## [1007,] 0.5314047861 2.850903e-01 0.3053234005 4.128137e-01 -7.593906e-01
## [1008,] 0.9560147723 6.899231e-01 -0.4730377920 -1.370685e+00 9.069719e-02
## [1009,] 0.6842462408 -7.477064e-02 0.6311652499 1.195594e-01 -7.243399e-01
## [1010,] -1.0190821479 -9.199894e-01 0.6781404275 -1.393231e+00 4.922504e-01
## [1011,] -0.1088486705 8.902297e-01 0.9313697371 3.612008e-01 1.128886e-01
## [1012,] 1.3160266509 -4.358597e-01 -0.7174790140 -1.290604e+00 -1.330810e+00
## [1013,] -0.2451991803 5.511208e-02 -1.8561874703 1.934777e-02 2.796749e-01
## [1014,] -0.6559990609 3.030863e-01 0.6401091030 -1.041188e-02 4.796870e-01
## [1015,] 0.9629445022 -5.690175e-02 0.2264270991 -7.327625e-01 -1.386020e+00
## [1016,] -1.4243177406 -4.637432e-01 -0.1850024862 -1.095660e+00 1.126596e+00
## [1017,] 1.0875358097 7.894611e-01 -1.0735123088 -1.669870e+00 2.172724e-01
## [1018,] 0.3960205129 2.814260e-01 -1.2007256699 3.999767e-01 -2.171483e-01
## [1019,] 0.3580095193 4.323433e-01 -0.2079289781 1.163476e+00 -3.109051e-01
## [1020,] 1.1116382494 1.019572e+00 -0.8046666428 2.099353e-01 -1.434961e-01
## [1021,] 0.3599271352 5.646450e-01 1.3006801790 4.985719e-02 7.809335e-01
## [1022,] 0.0777282392 1.384340e+00 -0.3958013352 6.276961e-01 3.443329e-01
## [1023,] -0.4222087435 -4.318879e-01 1.8415199345 -5.797372e-01 -1.213581e+00
## [1024,] 1.6658670413 4.237919e-01 -0.0327427311 -1.191629e+00 4.610938e-01
## [1025,] -0.7361981224 -4.019539e-01 0.6764147268 4.063447e-01 -8.117047e-01
## [1026,] 1.0578732702 4.205886e-01 -1.5482900234 -2.150674e-01 -1.611140e-01
## [1027,] -0.1014820411 -4.355721e-01 -0.0160748010 -4.135707e-01 -5.710428e-01
## [1028,] -0.3514660677 -3.519977e-02 1.6762955979 -7.595896e-01 4.298933e-01
## [1029,] -0.9146657325 5.212124e-01 -0.0084911791 1.209603e+00 -1.098331e+00
## [1030,] -0.8638466551 -4.019425e-01 -1.4649373700 1.797394e+00 7.798713e-01
## [1031,] 1.2999842535 1.971597e+00 -0.3967968111 9.906069e-01 -2.277169e-01
## [1032,] -0.6115739213 -1.635091e+00 -0.4353670703 1.959562e+00 1.002431e+00
## [1033,] -0.4366270027 -3.130312e+00 -0.2126835804 2.339030e+00 1.552682e+00
## [1034,] 1.2573303236 9.501027e-01 -0.1896753141 -9.326531e-01 7.623036e-02
## [1035,] -0.0566816301 -6.320918e-02 -0.5198665415 -7.894457e-01 5.937674e-01
## [1036,] 1.2185312312 8.872920e-01 -0.7831014133 -1.969827e-01 -1.197743e-01
## [1037,] 0.2724252817 1.476742e+00 -1.8522382502 -2.432736e+00 -1.622636e+00
## [1038,] -0.0433587147 2.752373e-01 0.2488930106 7.007706e-01 -1.126790e+00
## [1039,] 0.8341533826 7.490871e-01 -0.7454527885 -1.234489e+00 1.454818e+00
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## [1043,] -0.6399547268 1.182116e+00 0.6303254538 3.003112e-01 8.788522e-02
## [1044,] -0.0574657775 -1.333314e+00 0.7598159458 -1.862247e+00 5.999885e-01
## [1045,] -0.4302022215 2.758556e-02 -1.0425843071 7.322701e-01 7.128402e-01
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## [1099,] 2.3813370523 2.914775e-01 -1.4497245376 -6.466687e-01 2.214457e-01
## [1100,] -1.4993197094 5.875295e-01 -0.1225178540 -6.788543e-01 1.117155e-01
## [1101,] -1.0504950605 2.681350e-01 -0.8868641711 -8.461133e-02 1.018151e-01
## [1102,] 0.7160294401 1.073474e+00 -2.3624557067 7.601428e-01 3.415464e-01
## [1103,] 2.2627896700 7.805350e-01 -0.8092106855 -4.724631e-01 7.117737e-01
## [1104,] 0.6063700141 5.258126e-02 -0.2317587497 8.533916e-01 -6.403076e-01
## [1105,] -1.8559970824 1.143329e-01 0.8096974066 -1.161445e+00 -2.418011e-01
## [1106,] 0.7949116646 1.817695e-01 -0.8865835106 1.078460e+00 1.249608e+00
## [1107,] -0.6340192324 -5.173481e-01 0.3761639719 -5.647178e-01 -7.623970e-01
## [1108,] -0.7832082652 9.452532e-01 -0.2065766308 2.129185e-01 1.599391e+00
## [1109,] 1.3799468907 -3.241128e-01 -0.7420531963 -1.551959e+00 -1.169858e+00
## [1110,] 2.7325919266 -1.184811e+00 0.0704839385 8.996463e-01 8.815913e-01
## [1111,] -0.4436513677 -7.135190e-01 0.1928467666 -7.495110e-01 -4.255396e-01
## [1112,] -0.6827476978 -6.118987e-01 -2.0863426141 1.570601e+00 2.619394e+00
## [1113,] 0.2198324909 -2.829966e-01 0.7280091824 5.533497e-01 -2.735302e-01
## [1114,] -0.6183052047 -1.602204e-01 -1.2072643228 3.586690e-02 1.118494e-01
## [1115,] -0.6781715415 -8.972173e-01 0.7567188722 2.725885e-01 1.043403e+00
## [1116,] 0.9660177604 9.623894e-01 -0.8901882156 -6.646086e-01 3.717715e-01
## [1117,] -0.8601293535 1.070773e+00 1.1381212587 2.429546e-01 -3.071420e-01
## [1118,] -0.0273627130 1.140145e+00 1.0791538557 9.405718e-01 7.469434e-01
## [1119,] -0.0390266309 1.879235e-01 -0.9966769663 8.404299e-01 6.909321e-01
## [1120,] 0.2656244477 -6.732576e-01 2.0111071141 6.356176e-01 -3.308565e-01
## [1121,] -0.6917749322 1.324430e+00 -0.4643664329 -3.145196e-02 -5.849413e-01
## [1122,] 1.5520900907 7.530120e-01 0.5066743344 -9.267148e-01 2.936808e-01
## [1123,] 0.3730922820 2.375636e-01 -0.8499685609 6.174895e-01 1.590497e+00
## [1124,] -0.7339524211 -1.087048e+00 2.0437815100 -7.488873e-01 -6.286847e-01
## [1125,] 0.3818854434 -2.672959e+00 -0.3498936819 -1.544477e+00 8.602585e-01
## [1126,] 0.3723557741 -1.704390e+00 -0.6364566835 -1.997890e+00 4.948989e-01
## [1127,] -0.8259381867 -3.124990e-01 -0.3145314832 1.275231e+00 -1.211351e+00
## [1128,] -0.6176210123 1.117863e-01 0.6850024204 -1.226811e+00 4.771005e-01
## [1129,] -1.2087345875 -8.233207e-01 1.6294758642 -6.927457e-01 -3.567770e-01
## [1130,] -0.5165947770 8.238151e-01 -0.5425326321 -3.465187e-01 1.770049e+00
## [1131,] 0.4985094150 -3.701660e-01 1.8243011421 5.418546e-01 -2.023426e-01
## [1132,] -0.6362614642 5.218542e-01 -0.1265122580 1.149058e+00 -1.222378e+00
## [1133,] -0.9266927204 1.594832e+00 0.5600653404 3.100983e-01 -4.206567e-01
## [1134,] 0.8868164508 -8.565389e-01 -0.1006531713 5.103309e-01 8.236271e-01
## [1135,] -0.1295045857 -1.678065e+00 0.7004768751 -8.471251e-01 1.142376e+00
## [1136,] -0.4019763302 1.850045e-01 0.9771804931 -1.117426e+00 5.612491e-01
## [1137,] -1.8604452535 1.291293e+00 -1.2843729880 1.000181e-01 -9.023787e-01
## [1138,] -2.0242232034 -4.701394e-01 -1.3612826743 -1.543404e+00 -2.618934e-01
## [1139,] -0.4041129054 1.801112e-01 0.0100042202 1.839759e-01 -1.151086e+00
## [1140,] -0.6817646596 5.659964e-01 -0.0541857630 6.977412e-01 2.277416e-02
## [1141,] -0.1227389476 9.691490e-01 0.6397402847 -5.746621e-01 6.688468e-02
## [1142,] -1.1988029552 1.150178e+00 0.3856852811 4.861060e-01 3.052135e-01
## [1143,] -1.2183699409 -5.651476e-01 -0.0263509811 5.090439e-01 8.571251e-02
## [1144,] -0.8699757239 9.018902e-01 0.4679294175 1.781658e-01 5.990257e-01
## [1145,] -0.7719886223 5.457574e-01 1.0270583552 -1.333571e+00 2.782902e-01
## [1146,] 1.9510552961 -7.641524e-01 -0.1826777244 4.334857e-01 -1.130065e-01
## [1147,] 1.1267822072 -1.010275e+00 -1.1712383388 -1.114693e+00 -1.149799e+00
## [1148,] 0.4624788417 2.662216e-01 -0.1130565352 -1.105957e+00 -4.281093e-01
## [1149,] -0.1459162381 2.372044e-01 -0.2219659017 7.915140e-01 7.971622e-01
## [1150,] -0.8949088304 1.353320e+00 0.4694658171 4.901290e-01 -1.961151e-01
## [1151,] -0.7632539918 -1.878184e-02 0.2947817823 -4.271887e-01 1.241100e-01
## [1152,] -1.5016296577 -2.691146e+00 0.3124333928 -2.602177e+00 -2.636044e-01
## [1153,] -0.0005959765 -7.605935e-01 -1.2978777753 1.067462e+00 1.541079e+00
## [1154,] -1.8277001328 3.057791e-01 0.0506136514 -1.265494e+00 5.937939e-01
## [1155,] -1.6576211999 1.167050e+00 -0.9868780664 -1.336697e+00 -7.809290e-01
## [1156,] 1.0069743298 4.842905e-01 -1.3485106516 2.116523e-01 -8.176841e-01
## [1157,] -0.5868996815 -3.419496e+00 0.8747804705 -1.882638e+00 1.734668e+00
## [1158,] 1.3831140761 -1.421867e+00 -0.1468523594 -7.502831e-01 -9.709453e-01
## [1159,] 1.6372713058 3.414551e-01 0.9682384635 -2.449056e-01 -1.364221e+00
## [1160,] -0.6190661561 7.242921e-01 -0.0081787414 1.228687e+00 -1.002596e+00
## [1161,] -1.5639754839 1.012480e+00 -1.1248240844 -8.498498e-01 1.147173e+00
## [1162,] -0.5862248690 -2.350889e-01 -0.2395221948 8.680379e-01 -1.549021e-01
## [1163,] -0.4488092973 -9.869674e-01 0.5721336556 -2.086300e+00 8.113823e-01
## [1164,] 0.2409370030 8.621280e-01 0.2556725543 3.404500e-01 9.350992e-01
## [1165,] -0.4610501381 -9.639968e-01 -0.1885941671 -1.749875e-01 -1.033105e+00
## [1166,] -0.2822179997 -5.747332e-01 0.0724633934 3.008800e-01 8.574656e-01
## [1167,] -1.5169548459 5.886355e-01 -1.3510406480 -8.427270e-01 -6.377598e-01
## [1168,] -1.0811118377 -1.490560e+00 -0.7036933544 -1.145320e+00 5.633146e-01
## [1169,] 1.8039043756 -1.169673e+00 0.7510394298 -1.474084e+00 -5.152996e-01
## [1170,] -0.4952665415 1.481306e+00 0.5065850066 4.615045e-01 -1.622256e-01
## [1171,] 0.1249364134 -4.967102e-01 1.3072068638 -1.222560e-01 -5.414087e-01
## [1172,] -1.0623343095 -1.142275e+00 0.5701650964 -8.993297e-01 -1.066467e+00
## [1173,] 0.9988132468 -1.830827e-01 2.1548962046 1.739181e+00 1.021776e-01
## [1174,] -1.3635080580 -3.642382e-01 -1.0102191978 -1.660790e-01 1.322642e-01
## [1175,] -0.8073632138 2.569363e-01 1.5182601048 -6.014678e-01 3.389520e-01
## [1176,] 1.2954191552 4.155980e-01 -0.0182053128 -3.625700e-01 -1.529486e+00
## [1177,] -0.7770644609 1.304302e+00 0.3090590185 7.054213e-02 -2.053272e-01
## [1178,] -0.6417957610 -7.415783e-02 -0.9168665401 6.304365e-01 4.535051e-01
## [1179,] 1.0467406400 1.447179e+00 -0.8929380455 -3.079966e-03 -3.367208e-01
## [1180,] -1.0245636886 -8.455035e-01 0.3370444006 -1.978388e+00 8.741456e-01
## [1181,] 1.2135683034 1.390496e-01 -0.7216767058 -5.753066e-01 -1.093928e+00
## [1182,] -1.0464047274 9.055672e-01 0.8126744092 5.411217e-03 1.685658e-01
## [1183,] -0.7624870682 -8.679624e-01 -0.4779362286 8.489249e-01 6.371549e-01
## [1184,] 0.3474162115 1.105346e+00 0.1521225423 -1.460793e-01 -1.046166e-01
## [1185,] -0.7665963472 1.434659e+00 -0.6535101477 -6.112667e-01 -5.844858e-01
## [1186,] -0.3989233773 -7.861101e-01 0.7218729643 1.100012e-01 -4.004376e-01
## [1187,] 0.1490889751 2.175866e-01 -0.0550509779 3.568691e-01 4.857624e-01
## [1188,] 1.3985353412 9.543341e-01 -1.7420199518 -4.174295e-01 1.555566e+00
## [1189,] -0.2819820588 -6.152629e-01 0.7295762152 -8.065493e-02 -2.846963e-01
## [1190,] -0.5806350664 3.693059e-02 0.7869542364 1.061671e-01 -1.112958e+00
## [1191,] 0.0107297413 -3.053337e-01 -0.5966775646 -1.953176e-01 5.508013e-01
## [1192,] -0.5473752361 -7.306139e-01 -0.7863820635 1.009745e+00 3.549838e-01
## [1193,] 1.2699031314 6.286327e-01 0.0787603012 -1.307049e+00 -2.352113e-01
## [1194,] 2.3942507685 -6.623473e-01 0.6995898574 2.690437e-01 -3.564461e-01
## [1195,] 0.2631328413 -2.364929e-01 1.4429498929 8.424267e-01 -3.624026e-01
## [1196,] -0.2900996174 -1.274558e+00 1.1481614115 -1.285946e+00 -6.332199e-01
## [1197,] -2.1638741735 -3.105374e-01 0.6706672539 -6.223936e-01 -4.357098e-01
## [1198,] 0.2145305019 -2.833232e-01 0.0513858994 1.252814e+00 3.084149e-01
## [1199,] -0.1264162516 5.798079e-02 -0.8847923905 6.893170e-02 -1.029119e+00
## [1200,] 0.8391960805 1.136641e+00 -1.5127802349 -5.345961e-01 1.312855e+00
## [1201,] -0.6183766429 -4.161155e-01 1.2903055856 -6.559664e-01 -1.232541e+00
## [1202,] 0.0441337820 5.602115e-01 0.7895224830 6.640988e-01 4.845389e-01
## [1203,] -1.1643934282 1.902473e+00 -1.1108416437 1.653996e+00 1.643880e-01
## [1204,] -0.3579662929 1.525158e+00 -0.1238797130 1.596800e-01 9.388214e-01
## [1205,] 0.3866848835 9.135795e-01 -0.7293593114 -2.944279e-01 6.705930e-02
## [1206,] -0.5708848788 -8.589917e-01 1.2764046804 -1.193158e+00 8.296390e-01
## [1207,] 0.7238782175 -9.972009e-02 0.0211176809 1.132786e+00 1.493625e+00
## [1208,] -0.6330732621 -5.846163e-01 -0.9757198676 5.961552e-01 1.038809e+00
## [1209,] 0.3644199349 -1.045594e-01 1.0052088370 1.549408e+00 -4.157233e-01
## [1210,] 0.1477640612 8.770561e-01 0.7118857380 1.447588e+00 9.756101e-01
## [1211,] 1.1532777352 1.774273e-01 -0.9571264590 -1.763377e+00 8.413382e-02
## [1212,] -0.1304409448 -8.685502e-01 0.7820975933 -3.176294e-01 6.017197e-01
## [1213,] -0.0297204639 -8.793711e-01 -0.6040189758 -1.099515e+00 8.154168e-01
## [1214,] 0.1231020011 4.250662e-02 -1.4239275487 -1.361143e+00 -1.953801e+00
## [1215,] 0.5293608881 -1.947664e+00 -1.0024921686 -9.193578e-02 -1.170952e+00
## [1216,] -0.0536972396 3.663396e-01 -1.0678208193 -2.763819e-01 7.303123e-02
## [1217,] 0.1072810323 -8.157043e-01 1.1094091060 9.279028e-01 1.391579e+00
## [1218,] -0.5027643617 -1.084206e+00 0.2616199206 1.248614e+00 -5.432761e-01
## [1219,] 0.8390850834 -1.146364e+00 -1.6360906314 1.000441e-01 -1.567167e+00
## [1220,] -1.0405381490 -1.147322e+00 -1.8955801348 1.352439e+00 1.138361e+00
## [1221,] 0.5791936272 5.426014e-01 -0.1106513136 -2.328156e-01 1.240976e-01
## [1222,] 0.7821599820 3.491523e-01 0.4427138988 1.282633e+00 -9.556083e-01
## [1223,] -0.1839958980 7.190429e-01 1.3571694484 -7.333229e-02 7.214065e-01
## [1224,] 2.0729237139 6.689443e-02 0.6360818239 -1.724477e-01 -1.449998e+00
## [1225,] -0.7038753168 3.424829e-01 0.8029617488 -3.908979e-01 1.201813e+00
## [1226,] -0.3194962678 1.031849e-01 0.6381781894 -5.901223e-01 9.896044e-02
## [1227,] -2.3251697428 1.304216e+00 -1.0188482026 -2.527601e-01 -2.063351e-01
## [1228,] -0.2719332198 -4.701863e-01 0.7337294790 7.148006e-02 -7.109222e-01
## [1229,] -1.0402788606 -7.545938e-02 0.0758812893 -1.245647e+00 5.092206e-01
## [1230,] -0.8810620929 -6.965619e-02 -1.0254571910 3.728653e-01 -4.121713e-01
## [1231,] -0.7372657247 1.039716e+00 -0.6353817693 5.839279e-01 5.508787e-01
## [1232,] 0.7494386660 1.518074e+00 -0.4929307852 2.706575e-01 1.053517e+00
## [1233,] 0.3596829288 1.634704e-01 0.4341749411 6.912346e-01 -7.412912e-01
## [1234,] 0.0491178680 7.342495e-02 -1.2500670629 1.638217e+00 9.914134e-02
## [1235,] -0.1225894135 8.622685e-01 0.5156840150 5.683981e-01 1.545322e+00
## [1236,] 0.4295656004 -2.692844e-01 -0.7908527766 5.991371e-01 8.271658e-01
## [1237,] -0.8441253011 -5.381616e-01 -0.3184546500 -6.806511e-01 8.356513e-02
## [1238,] 1.2784909710 8.023964e-01 -0.3246427524 -8.481690e-01 1.572262e-01
## [1239,] -0.6265204135 -8.413887e-02 -0.1572962368 1.514702e+00 -1.122851e+00
## [1240,] -0.6180821714 4.299181e-01 0.5647484070 -3.554822e-01 5.850991e-01
## [1241,] 0.7643529922 2.755935e-01 0.9660943574 1.775402e+00 -3.948925e-01
## [1242,] 2.1723497676 -4.995685e+00 -0.4860050320 -1.496299e+00 8.941222e-01
## [1243,] -0.8753859529 -1.319478e+00 -1.0115994679 1.149794e+00 -1.082888e+00
## [1244,] 0.2392810708 -1.988800e+00 -2.6517855749 -3.623631e-01 -5.449300e-02
## [1245,] 1.2044897760 1.852809e-01 0.2343610593 9.265907e-01 1.260290e+00
## [1246,] -0.3488722085 1.836840e-01 0.4356409995 5.870387e-01 -8.636872e-01
## [1247,] 0.0144932891 4.025574e-01 1.1456065883 -8.119448e-01 5.046205e-01
## [1248,] 0.9813905801 2.650394e-01 0.0409644851 1.028386e+00 -9.039988e-01
## [1249,] -0.5910473170 4.772001e-02 0.5624288657 -1.080058e-02 3.852398e-01
## [1250,] -0.4391695342 -1.425546e+00 -0.1133385969 1.265510e+00 -7.189862e-01
## [1251,] -0.7833741875 -9.063635e-01 -1.0296038202 1.020765e-01 4.393319e-01
## [1252,] 2.0922767028 -5.159821e-01 0.1534035237 3.549154e-01 -3.876077e-01
## [1253,] -1.0304210976 -5.444198e-01 0.6514437690 -1.240472e+00 -1.208600e+00
## [1254,] 0.6495696778 5.440363e-01 0.1354066488 -1.406510e+00 -1.053321e-01
## [1255,] 0.2189894445 3.585119e-01 1.6868440693 -9.102295e-01 5.841399e-01
## [1256,] -1.6611261556 3.270298e-02 0.5752317245 -1.797026e+00 -8.759740e-02
## [1257,] -0.2099920026 -2.988242e-01 0.6242187864 5.906396e-01 -4.238918e-01
## [1258,] -0.1767789759 1.953769e+00 0.0701526393 1.033738e+00 -2.186633e-01
## [1259,] 0.2991987800 3.306712e-01 0.9109684206 1.702502e+00 -6.798681e-01
## [1260,] 0.1144448229 2.476382e-01 1.1875359769 -9.863588e-02 1.575749e+00
## [1261,] 1.2995304370 -1.551324e-01 -1.1877213164 -2.192246e-01 2.114736e-01
## [1262,] 0.6729757224 -1.798169e+00 -1.0843257804 -3.795307e-01 6.398505e-01
## [1263,] 1.8813596548 2.083315e-01 -0.0301252903 5.545090e-01 4.036105e-01
## [1264,] -0.4402119570 3.948477e-01 -0.3703915144 5.098389e-01 4.641562e-01
## [1265,] -1.0885643917 3.121964e-01 1.2520821939 -6.368974e-01 8.587963e-01
## [1266,] -0.6159233463 9.558092e-01 -1.4531149971 -8.048957e-01 1.338009e+00
## [1267,] 0.8364092016 9.427895e-01 -2.4003124854 -4.740161e-02 8.574534e-02
## [1268,] 0.3234203286 1.580249e+00 -0.5600735395 -9.212793e-02 1.041457e+00
## [1269,] 0.9737752592 9.233892e-01 -0.1797926630 -9.181201e-01 -3.201565e-02
## [1270,] 0.3369152294 7.033819e-01 0.5795506221 -6.332214e-02 8.062253e-01
## [1271,] 2.1081485981 -4.267799e-01 -0.8004966055 5.383735e-01 6.637328e-01
## [1272,] -0.5725357809 -2.179581e-01 0.8576621186 -1.692621e-01 6.647522e-01
## [1273,] 1.2822664070 -5.074033e-01 -1.6130229302 -2.985344e-01 6.528947e-01
## [1274,] 0.2751239576 -7.313007e-01 1.5791030977 7.763448e-01 -7.634829e-01
## [1275,] -1.2645553631 -1.081070e+00 -0.0052886583 -2.934538e-01 -3.290757e-01
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## [1277,] 1.3989115223 -7.365045e-01 -1.5192135615 3.661558e-01 2.081196e-01
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## [1640,] -0.9956284737 6.977980e-01 0.3220261034 6.339870e-01 3.049731e-01
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## [1644,] -1.0542670753 -7.046150e-01 -0.7565484056 -1.324175e-01 7.305331e-01
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## [1649,] -0.3536357531 -2.416996e+00 0.1460146191 8.591198e-01 3.176914e-03
## [1650,] -0.8993759888 9.942463e-01 -0.4261179839 4.425223e-01 3.581579e-01
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## [1655,] -1.5174475450 -3.501432e-02 1.8749376463 -5.819938e-01 8.926449e-02
## [1656,] 0.9105991499 -4.130553e-01 -0.2871706324 -1.293617e+00 2.330987e-01
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## [1658,] -0.8941522649 2.074089e+00 -1.1152778973 6.470236e-01 -2.536346e-01
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## [1661,] 1.7832311822 1.324457e+00 -1.5208590762 3.463425e-01 2.269684e+00
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## [1663,] -0.6895822698 1.238644e-01 0.3040075488 8.974069e-01 -8.957752e-01
## [1664,] 0.6310816439 3.979724e-01 -1.7629084152 -1.749447e-01 7.248640e-01
## [1665,] -1.0256986102 2.370854e-01 0.6778993767 -2.031573e-01 6.727743e-01
## [1666,] -1.0496347636 -1.960237e+00 0.1698839709 3.283910e-01 -8.735909e-01
## [1667,] -0.7987860121 3.007969e-01 1.0724929371 -9.958790e-01 3.354362e-01
## [1668,] -0.5196179805 -5.469041e-01 -0.3287122763 -9.944648e-01 9.018850e-01
## [1669,] 1.1403441928 -3.250570e-02 -0.8788982348 1.509740e-01 -1.143393e+00
## [1670,] -0.6210127026 -3.018978e+00 1.5180868386 -1.824022e+00 1.600729e+00
## [1671,] -0.4661346721 -2.176107e+00 -1.9755179375 1.813199e+00 7.730353e-01
## [1672,] -0.3570832317 6.790157e-01 0.2757466496 -1.190964e-01 7.070429e-01
## [1673,] -0.8941875948 -5.641854e-01 0.1527124358 4.075772e-01 1.060162e-01
## [1674,] 1.9888975852 -1.115483e+00 0.7964426966 -1.676566e-01 -1.723816e-01
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## [1677,] 0.3180560182 -6.917898e-01 1.7492551574 9.177533e-01 8.217361e-02
## [1678,] 1.6303660498 -2.170183e-01 -1.7273791818 -1.065685e+00 -1.978980e+00
## [1679,] 1.0005627190 -9.333940e-01 0.4341577101 -1.066803e+00 6.721969e-01
## [1680,] -1.5168386114 1.411384e+00 -0.6829103480 -3.441950e-01 -7.062044e-01
## [1681,] -0.5199920507 -1.158614e+00 1.7565114756 -7.976950e-01 9.783996e-01
## [1682,] -0.8490547621 -3.924335e-01 -0.7860232167 1.116269e+00 2.213315e-01
## [1683,] -0.7060725398 -2.744814e-01 0.7538159737 1.155340e-02 -7.538547e-01
## [1684,] -0.5148636254 -1.432075e+00 -0.3044659977 1.351895e+00 -8.946911e-01
## [1685,] -0.0026140432 6.849439e-01 0.7055071421 2.670410e-01 4.139127e-01
## [1686,] -0.9355987530 -7.479304e-02 -0.7089516323 1.906116e+00 -1.382351e+00
## [1687,] -0.7939193493 -1.735837e+00 0.0204269913 -1.368486e+00 8.867924e-01
## [1688,] -1.5169722663 1.141678e-01 -0.0473362279 -8.994354e-01 -1.993407e+00
## [1689,] -0.7824142924 -5.231781e-01 0.5832179041 3.128811e-01 -7.180217e-01
## [1690,] -0.4876845814 -4.921541e-01 -0.2405811455 6.602194e-01 4.110815e-01
## [1691,] -0.5488863231 -2.228419e-01 -0.2619183643 -2.564124e-01 3.675391e-01
## [1692,] -1.5151462910 -2.257000e+00 -1.4323631414 1.161427e+00 9.271877e-01
## [1693,] -0.5327432968 1.684878e+00 0.4640606049 1.752230e+00 3.984138e-01
## [1694,] -0.0671190879 1.103228e+00 -1.8676806780 -1.924325e+00 -6.200662e-01
## [1695,] -1.5328806299 7.326838e-01 -0.5692598483 2.094436e-01 1.876023e-01
## [1696,] 1.3843737233 9.021976e-02 0.1616347265 -1.019836e+00 -1.325503e+00
## [1697,] -0.9440997587 3.020426e-02 0.0036051951 4.090138e-01 2.799296e-01
## [1698,] -0.8443299613 1.034209e-01 -0.2075947248 1.521626e-01 3.822107e-01
## [1699,] -0.1181586422 5.013467e-02 1.1622938619 1.230597e+00 -3.791631e-01
## [1700,] -0.3064078978 -1.032903e-01 0.9733026292 5.882664e-01 6.544660e-01
## [1701,] 0.3701839106 1.535964e+00 0.4271241261 5.985836e-02 -3.794344e-02
## [1702,] 1.7747933374 -1.106669e+00 -1.3598859528 1.327798e+00 6.105951e-01
## [1703,] -1.9649176438 1.605959e-01 -1.1969778303 -7.396455e-01 -1.880747e+00
## [1704,] 0.2240809163 4.196817e-01 0.3156900942 9.297820e-01 -8.195550e-01
## [1705,] -0.7213081782 -4.090468e-01 0.4063197561 5.809762e-01 -4.569402e-01
## [1706,] -0.5172796604 -9.261939e-01 0.6596780363 2.060066e-01 -1.014184e-01
## [1707,] -0.9121149454 8.323019e-01 -0.1530560376 1.273384e+00 -1.237789e+00
## [1708,] 1.6607995990 -4.608702e-01 -1.6271655251 8.007366e-01 -2.833553e-01
## [1709,] 1.7878055205 5.480047e-01 0.7769807850 2.073338e-01 7.169949e-01
## [1710,] 1.4688186955 3.950436e-01 -0.4683073251 6.746575e-01 5.289590e-01
## [1711,] 0.4869824762 -1.346988e+00 0.0543792251 5.647708e-01 1.463850e-01
## [1712,] 0.7142366780 1.486953e+00 -0.2632400343 -1.199402e+00 -7.532661e-01
## [1713,] -0.1842449735 -4.068687e-01 0.6259213284 -2.318792e-01 -6.922750e-01
## [1714,] -0.0624122246 -8.184595e-02 -0.1530876644 -4.111958e-01 -9.998058e-01
## [1715,] 1.0241175797 -4.636277e-01 -0.0346666964 -4.486942e-01 -9.923229e-01
## [1716,] -0.8649273049 -8.588043e-01 0.9161184935 7.569482e-02 -1.288440e+00
## [1717,] 0.7570664244 -2.390736e+00 -1.9558383677 -5.929298e-01 6.297597e-01
## [1718,] 0.8366932808 -8.249913e-01 0.7671641480 1.224279e-01 -4.347102e-01
## [1719,] 1.5273685785 3.466331e-01 -0.4881262807 -3.437581e-01 -1.469503e+00
## [1720,] 0.2621059839 -8.858471e-01 1.0699124130 -1.587589e-01 1.193191e-01
## [1721,] 1.5331663093 -1.329963e+00 -1.6812409115 1.817608e+00 1.145588e+00
## [1722,] 0.8127651109 -4.854552e-01 1.0576129080 9.735904e-02 -1.490377e-01
## [1723,] -0.5813422916 1.542215e+00 -0.0459193782 -5.070766e-02 -1.576051e-02
## [1724,] -1.4066297205 2.268799e-01 -0.4670414981 9.086399e-01 1.218867e-01
## [1725,] -0.8336935664 -9.544027e-01 0.1531312324 -6.567716e-01 -6.797676e-01
## [1726,] 0.3905646331 -1.204454e-01 1.2283433744 8.451804e-01 8.325552e-01
## [1727,] -1.1834057834 6.268750e-01 0.0625548816 4.735697e-01 1.489790e+00
## [1728,] 0.0275422775 4.549447e-01 1.3100164367 1.361028e+00 -8.453889e-01
## [1729,] 0.2431981055 1.501600e+00 -1.0763107570 7.172547e-01 1.352240e+00
## [1730,] -0.2845398370 1.062042e+00 1.5659796706 8.389409e-01 2.531759e-01
## [1731,] 0.0173834956 -7.254839e-02 -1.1238074970 -1.366136e+00 -2.795541e-01
## [1732,] -0.4160656476 6.186482e-01 0.3721245452 1.387699e-01 -1.314634e+00
## [1733,] -0.6973202156 -2.894931e-01 1.0689545332 -2.867859e-01 -1.047954e+00
## [1734,] 1.2669583105 3.799132e-01 0.0770363250 -1.272173e-01 5.342171e-01
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## [1738,] 0.3164350963 -6.389698e-01 0.8792954611 -1.405242e-01 -5.588312e-01
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## [1741,] 1.5011507573 9.023320e-01 0.7383988183 3.098309e-01 2.162585e-01
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## [1748,] 0.8954101573 1.221007e+00 -0.4159998825 -5.261668e-01 -1.375455e-01
## [1749,] 2.5472434613 9.778661e-01 -1.2372065687 6.028958e-01 -1.605925e+00
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## [1753,] -1.0340259754 -1.130513e+00 -0.8924357178 1.122819e+00 2.125220e-01
## [1754,] -0.2183036373 4.557858e-01 -0.9960347351 4.601994e-01 -6.638458e-01
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## [1757,] -1.0572704219 8.335305e-01 -0.3723958486 -5.992817e-01 -1.015157e-03
## [1758,] -0.2799167740 -2.063002e+00 -0.7589203626 1.781499e+00 1.066345e+00
## [1759,] 1.4057154299 -1.879606e+00 0.6910691249 -1.478871e+00 -1.722068e-01
## [1760,] -0.9400206925 -1.626284e+00 -0.2276825425 1.039657e+00 -9.434839e-01
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## [1765,] 2.2513328703 8.236152e-01 -0.1914879467 -9.308029e-01 -1.620320e-02
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## [1769,] 0.2069920475 6.401557e-01 1.2010303067 1.317460e-01 5.889657e-01
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## [1786,] -0.7363807961 -1.784839e+00 -1.9303201746 1.894163e+00 -1.064994e+00
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## [1799,] 1.8322695050 4.586477e-01 -1.1176184909 -4.111955e-01 -6.653124e-02
## [1800,] 0.1839123435 4.617086e-01 1.9790274158 -2.209989e-01 7.646478e-01
## [1801,] -0.7798722931 -7.240750e-01 1.4050611847 -9.824197e-01 7.578941e-01
## [1802,] -0.9854989732 -2.066709e-01 0.5196288940 -2.962278e-01 9.610990e-01
## [1803,] 1.0576410882 -7.098788e-02 0.5223613484 -9.445624e-01 -1.613113e+00
## [1804,] -0.9166382413 8.461144e-01 1.0501390033 -3.538147e-01 2.087641e-01
## [1805,] 1.6041942384 2.990367e-01 -1.6056201058 -1.481656e-01 2.855703e-01
## [1806,] 1.5400088478 1.159040e+00 0.3777910651 3.652568e-02 2.417979e-01
## [1807,] -1.0073455470 -3.372193e-01 1.4813364502 -1.871094e-01 -9.710665e-01
## [1808,] 0.0268487006 1.257799e+00 -0.1259608100 2.869177e-01 1.233977e+00
## [1809,] -0.8308626101 -1.156744e-01 -0.3242080034 1.251452e+00 -4.328249e-01
## [1810,] 0.0958365869 -5.188200e-01 1.8590413844 6.053588e-02 7.073184e-01
## [1811,] -0.4545419281 4.460301e-02 -0.6165612458 -4.883818e-02 3.124397e-01
## [1812,] -0.4120561163 -1.690032e-01 0.0791133144 1.821755e-01 5.885459e-01
## [1813,] 2.7230153696 1.089272e+00 0.3077979103 -8.024562e-01 3.671850e-01
## [1814,] -0.2905220326 1.852778e-01 -0.8485529319 1.112702e+00 4.958219e-01
## [1815,] -0.5003463454 9.353858e-01 -0.1936990545 6.352896e-01 1.620192e-01
## [1816,] -1.4940947188 1.152990e+00 -0.9089933722 -6.851355e-01 -2.232015e-01
## [1817,] 2.1946294116 3.647833e-01 -0.1205879260 -1.120582e+00 5.976813e-01
## [1818,] -1.0483057620 1.638461e-01 -1.5328107135 -1.348578e-01 2.183697e-01
## [1819,] 0.8104906625 -1.714793e-01 1.4113361610 5.659520e-01 -4.747342e-01
## [1820,] 1.2359978907 -4.335058e-01 0.0602300816 1.653658e+00 8.429296e-01
## [1821,] 1.8667446498 -5.590385e-02 -0.9780005914 2.700577e-01 -4.319858e-02
## [1822,] 1.6870866050 2.479336e-01 -0.0478247552 2.085861e-01 -1.027409e+00
## [1823,] -0.5207547012 4.291534e-01 0.3909970695 7.120496e-01 -1.118680e+00
## [1824,] 0.2793712640 1.489652e+00 -0.4248674013 1.231792e+00 5.922637e-01
## [1825,] -0.4826813078 -1.531573e+00 1.4362108306 7.190945e-02 -7.185720e-01
## [1826,] 0.9514793247 4.526308e-01 -0.7562445322 -1.359718e+00 -4.063630e-01
## [1827,] 1.9690511605 -1.990700e+00 0.6701235754 -2.935690e+00 2.902177e+00
## [1828,] -0.7636472177 -2.756612e-01 -0.2879054548 5.069354e-01 -1.005078e+00
## [1829,] -0.5922372731 1.428897e+00 -0.2710181987 8.661232e-02 -1.661012e-02
## [1830,] 0.1491131635 -1.168292e-01 -1.1844638420 1.272883e+00 1.093555e+00
## [1831,] 0.5718956202 7.168202e-01 -0.4673798363 1.083737e+00 -7.311887e-01
## [1832,] -0.4483624712 4.302562e-02 -0.0007726552 1.280685e-01 4.097775e-01
## [1833,] -0.5259641740 -7.084310e-01 1.1664533466 -1.800158e-01 -4.661421e-01
## [1834,] 1.2840288307 2.117294e-01 -0.4043696749 -1.480577e+00 3.000062e-02
## [1835,] 0.0126080397 -2.157702e-01 1.2879917993 9.548282e-01 -9.691277e-02
## [1836,] 0.4498377843 6.895929e-01 -0.3499491228 6.326385e-01 1.494309e-01
## [1837,] 1.2257761112 3.742463e-01 0.9043910977 -1.449200e+00 1.873139e-01
## [1838,] 1.7169658917 -7.278148e-01 0.4678276187 -1.913360e-01 -6.192165e-01
## [1839,] -1.1107203737 1.832555e-01 0.0787472300 9.514226e-01 1.783200e-01
## [1840,] -1.8661815869 6.029022e-01 -2.0668852214 -7.008183e-02 7.176016e-02
## [1841,] -1.3263524647 1.080157e+00 -1.7571197221 1.609020e+00 1.027887e+00
## [1842,] 1.6334922181 -3.902753e-01 -1.0511735354 1.551168e+00 -1.116391e+00
## [1843,] -0.7872993850 -5.276006e-01 0.4723688783 -1.910523e-01 6.710305e-01
## [1844,] -0.1831492668 -5.707903e-01 0.4476122654 6.879660e-01 -4.988283e-01
## [1845,] -0.7416022524 7.433191e-01 0.8924555836 3.988280e-01 1.317057e-01
## [1846,] 1.6105455980 -4.892357e-01 -0.9678950493 -8.469695e-01 -7.104516e-01
## [1847,] -1.1172228899 -4.020003e-01 0.0669674038 -1.385081e+00 6.848781e-01
## [1848,] 1.9341847329 -1.558827e+00 0.3256758195 -1.470039e+00 1.277233e+00
## [1849,] -0.0633254689 -1.727335e+00 0.3347853232 8.821475e-01 -9.236658e-01
## [1850,] 1.4724867206 1.794635e-01 -0.3905491039 -8.669446e-01 -1.408728e+00
## [1851,] -0.5309570542 1.087427e+00 0.4325427946 -3.685526e-01 6.056497e-02
## [1852,] 1.7609496978 7.739836e-01 0.1927630494 -1.106478e-01 4.452952e-01
## [1853,] -0.5491322308 -2.046033e+00 1.1231401163 2.007589e+00 -2.157550e-01
## [1854,] -1.4665764569 1.073121e-01 0.1930696195 1.767394e-01 -1.797753e+00
## [1855,] 1.0608703423 9.403966e-01 0.3848699121 -1.212087e+00 -2.738195e-01
## [1856,] -0.3767910018 -5.233955e-01 0.0616048858 -3.584634e-01 7.327378e-01
## [1857,] 0.3892936449 -1.485416e+00 -2.0706451035 -1.052473e+00 -1.633582e-01
## [1858,] -0.1445626583 2.838625e-02 0.4858585388 1.049920e+00 7.426650e-01
## [1859,] -1.6673801006 1.200021e+00 -0.2961312588 -6.040751e-01 -5.135771e-01
## [1860,] -0.9253001172 1.141269e+00 -1.2571005310 -1.974168e-01 7.540029e-01
## [1861,] -0.5096524785 -8.668885e-01 -0.2390944903 -9.854606e-02 7.999625e-01
## [1862,] 0.5783024386 -3.459475e+00 -1.6689532424 7.870679e-01 8.643340e-01
## [1863,] 0.4003644754 3.408688e-01 0.6162125023 1.420044e+00 -2.759581e-01
## [1864,] 3.1340060737 1.592079e-02 0.0111064150 1.411479e+00 -8.187024e-01
## [1865,] 0.3839127500 -3.517748e-01 -0.8240484718 1.318071e+00 -7.073727e-02
## [1866,] 1.0921065847 1.385375e+00 -0.8539051504 7.352296e-01 1.586068e+00
## [1867,] -1.3174158235 2.551720e-01 -1.4483655673 -6.083964e-01 1.680308e+00
## [1868,] 0.7168459399 1.145092e-01 -1.2857847388 -1.658711e+00 1.959341e+00
## [1869,] -0.8385875616 -6.900947e-01 0.9852255283 -3.027597e-02 6.036003e-01
## [1870,] -0.4095749987 -9.569223e-01 1.4591846357 2.325296e-01 -5.218661e-01
## [1871,] -1.0674238670 6.606847e-01 0.4922640615 -2.210269e-01 3.664373e-01
## [1872,] 1.6684793684 -3.072498e+00 -0.4389794491 1.383766e+00 -2.817930e-01
## [1873,] 0.9749368556 -4.397721e-01 1.6984843180 6.377454e-01 -1.187439e-01
## [1874,] 1.9341823592 3.710376e-01 -0.1599159196 9.326284e-01 -7.125642e-01
## [1875,] 0.7769121332 -2.306983e-01 -0.5916814647 -4.822128e-01 -4.634367e-02
## [1876,] -0.5376779287 5.810251e-01 -0.3737940679 -8.969654e-01 9.841984e-02
## [1877,] -0.8310220716 1.202013e+00 0.3735685192 3.224876e-01 6.933116e-01
## [1878,] -1.1015446489 -1.159211e+00 -0.5576754004 9.185123e-01 -1.843754e-01
## [1879,] -0.9757824019 9.077994e-01 0.9074657687 -3.056943e-01 2.800441e-01
## [1880,] -0.7919282791 1.011894e+00 -0.6186678049 -4.477099e-01 -2.550627e-01
## [1881,] -0.5121008130 -2.736554e-01 0.1830574001 7.461097e-01 -6.498312e-01
## [1882,] -0.4072694171 -2.315457e-01 -0.0776844605 -2.640370e-01 5.738827e-01
## [1883,] 1.1672311772 1.101727e+00 -1.1133338925 -1.194408e+00 -4.766833e-02
## [1884,] -0.1915356428 -7.317548e-02 1.0129634762 -1.245423e+00 5.287715e-01
## [1885,] 0.4412402516 5.124939e-01 0.3907594897 2.211517e+00 2.841361e-01
## [1886,] -1.0857623292 -2.927509e+00 -0.3952721265 7.212789e-01 1.300893e+00
## [1887,] 0.5348893120 -6.487635e-01 0.5022101863 5.732797e-01 -1.601067e-01
## [1888,] -0.1362385626 -1.948887e-01 -0.1784258093 8.626387e-01 8.733136e-01
## [1889,] -0.3342258942 4.087051e-01 1.0693341891 -6.688285e-01 1.193420e-01
## [1890,] -0.8194543409 -1.547714e-02 -0.6328694773 -6.454902e-02 1.149220e+00
## [1891,] 1.1317049086 1.742558e-02 -0.5546611531 -5.421943e-02 -1.191521e+00
## [1892,] 0.2260451293 -4.606444e-01 1.0542695140 9.570153e-01 -1.849971e-01
## [1893,] -1.0158818009 -2.447904e-01 -0.1133205011 3.197502e-02 3.316186e-01
## [1894,] 2.4295389629 -1.198064e+00 0.6526319626 -2.776809e+00 9.231748e-01
## [1895,] -0.9959926145 1.739986e-01 1.5057223879 -9.043663e-01 5.944928e-01
## [1896,] 0.1585551185 3.241620e-01 0.2815882492 6.002528e-01 -1.001064e+00
## [1897,] -1.5004085651 8.519225e-01 0.6405503070 7.446206e-02 -1.227690e-01
## [1898,] 1.1074173418 -5.207268e-01 -0.2731231947 -1.774185e+00 6.846441e-01
## [1899,] -0.2825679150 6.516623e-02 0.9380151126 1.500332e+00 6.621885e-01
## [1900,] 0.0389696994 -2.293153e-01 0.9368739009 -1.335345e-01 -6.216436e-01
## [1901,] 1.3215754675 3.517519e-01 0.7215279451 -9.876507e-01 6.138861e-01
## [1902,] 1.9979387531 -7.067452e-01 0.2571145631 -5.444828e-01 -4.851957e-01
## [1903,] -0.9940861470 -5.415408e-02 0.5219183268 2.172806e-01 3.713044e-01
## [1904,] 0.3021704310 -4.718423e-01 -1.6735164334 2.612298e-01 -1.653462e-01
## [1905,] -0.7859479772 -2.912520e-01 -0.4006413160 -1.633706e-01 -1.030429e+00
## [1906,] -1.5780913906 1.225920e+00 -0.9261024987 -4.854899e-01 -4.815214e-01
## [1907,] -1.3359077589 -1.919364e+00 -2.2127839224 1.796950e+00 4.842527e-01
## [1908,] 0.2952718943 -1.774523e+00 -0.5140407829 1.096768e+00 -6.487008e-01
## [1909,] 1.4331100802 1.228830e-01 0.3008378022 -2.026222e+00 1.259618e-01
## [1910,] 0.8460099428 7.842087e-02 -1.5756105943 -6.506087e-01 1.668249e-01
## [1911,] 0.3725665495 -2.081850e-01 -0.5887037011 1.175401e+00 -5.816410e-01
## [1912,] -0.8157745969 7.678503e-01 -0.3202959229 9.680888e-01 -1.740970e+00
## [1913,] -2.1128416444 1.093164e-01 -0.8095355895 -1.838221e+00 -3.973935e-01
## [1914,] -0.4488672737 -8.793066e-02 0.3428791405 3.442945e-01 3.837938e-01
## [1915,] -0.4737978391 -8.777298e-01 -0.3637480173 4.061609e-04 1.384603e-01
## [1916,] -0.3307286186 5.668926e-02 0.2574199992 1.806007e-01 -8.084094e-01
## [1917,] 1.9992472339 2.618312e-02 -0.0334932090 2.299083e-02 3.186743e-01
## [1918,] 0.0973967688 5.364695e-01 -0.9916402019 1.037320e+00 1.276119e+00
## [1919,] 0.3781539548 1.680816e+00 0.1864576102 1.001800e+00 -4.710108e-01
## [1920,] -0.1965582148 2.592736e-01 0.5765800690 7.606956e-01 -1.019672e+00
## [1921,] 1.1520703172 8.550365e-02 1.4142598892 6.880578e-01 -5.146976e-01
## [1922,] -0.3632116821 -9.120566e-01 -0.2183667634 -9.760482e-02 -9.922960e-01
## [1923,] -0.4710391950 -1.536061e+00 -0.6753600845 -2.218509e-01 5.822562e-01
## [1924,] -1.2208343100 -1.141366e+00 0.1606630989 3.972200e-01 6.407730e-01
## [1925,] -0.4158369370 -1.491788e+00 -0.3893746345 2.082787e+00 9.817739e-01
## [1926,] -0.5521824271 -9.597129e-01 -0.7369286716 1.164271e+00 -3.148189e-01
## [1927,] 0.7497151881 -1.701751e+00 -1.4690353179 -4.424812e-01 1.808267e-01
## [1928,] -0.2307963458 2.475114e-01 0.0549793889 1.020578e+00 -1.202628e+00
## [1929,] 1.5528182855 -1.799641e+00 -1.8007221450 4.685628e-01 3.591175e-01
## [1930,] 1.3466126547 1.030288e+00 -1.2851161682 -1.879601e-01 -1.567584e+00
## [1931,] 0.3896315231 1.769674e-01 1.2230099707 9.729579e-01 -7.564606e-01
## [1932,] 0.8606501497 1.171556e+00 0.7484084759 1.497947e+00 9.790015e-01
## [1933,] 0.5242484841 8.567663e-01 0.4652412497 1.379764e-01 5.326776e-01
## [1934,] -0.0950356563 -1.711891e+00 -0.5215977536 -1.153263e-01 4.059697e-01
## [1935,] 1.9536552058 1.019111e+00 0.3402755083 4.647312e-01 1.001231e+00
## [1936,] -1.1694126116 9.940007e-01 0.2931716087 3.789268e-01 -5.325843e-02
## [1937,] -0.8022091786 -8.895393e-01 -0.9443250517 6.001479e-01 4.971257e-01
## [1938,] -0.6216235326 -8.795685e-02 0.5482359925 6.808510e-01 -1.352168e+00
## [1939,] -0.3618092958 8.153461e-01 0.6076762905 -2.491815e-01 1.394459e-01
## [1940,] 1.7561379032 3.672655e-01 0.4843136394 -1.991794e-02 6.155031e-01
## [1941,] -1.0917386626 1.197533e+00 -0.0583932117 1.010108e+00 4.310935e-02
## [1942,] 1.1530889150 2.272658e-01 -0.5691001966 -7.027259e-02 1.459155e-01
## [1943,] -0.6683536311 7.514498e-01 1.7373183776 -1.089769e+00 -1.412132e-01
## [1944,] 2.1838895179 -3.183472e-01 0.8124191899 -4.394588e-01 -4.953162e-01
## [1945,] -1.1380307401 5.217229e-01 -0.1460020316 -1.002621e-01 -2.017922e+00
## [1946,] -0.3982483575 1.862853e-01 -0.2029598043 5.560784e-01 3.051016e-01
## [1947,] 0.1357540491 4.029436e-01 -0.1689081549 5.918279e-02 4.866913e-01
## [1948,] -1.0495798985 1.423705e+00 -0.1682083861 6.391061e-01 -1.216854e-02
## [1949,] 0.6051047482 9.636282e-02 -0.6740432471 -7.504046e-01 -2.253453e-01
## [1950,] -0.5202238846 -1.865569e+00 0.3266796222 -4.308697e-01 -1.851763e-01
## [1951,] -0.3850749506 2.596050e-01 -0.2578578188 7.362497e-01 -8.959552e-01
## [1952,] -0.3467508610 2.261155e-01 -0.8549154949 4.823800e-01 1.686814e-01
## [1953,] -1.1580619292 -1.842327e-01 -0.4577314204 -1.222977e-01 -9.808899e-01
## [1954,] -0.8921498085 4.643417e-01 -1.4563339025 1.346951e-01 1.273432e+00
## [1955,] -1.5012367005 7.481767e-02 0.0866387637 -1.384878e+00 1.535242e-01
## [1956,] 0.5552666864 2.187466e-01 -0.0740938457 7.060671e-01 -6.178472e-01
## [1957,] 1.0425687485 4.167093e-01 0.5355159501 -1.905256e+00 1.612961e-01
## [1958,] -1.5946315730 -1.538501e+00 -1.7805029131 5.089232e-01 6.130047e-02
## [1959,] 1.4299773048 5.940045e-01 0.1128626205 -2.181270e+00 -1.630779e-01
## [1960,] -1.0662963495 -1.344378e+00 -1.0520084416 8.163820e-01 7.379337e-01
## [1961,] -0.4564415195 -4.734106e-01 0.3522850724 6.502562e-02 -6.105908e-01
## [1962,] -0.2404549451 9.492969e-02 -0.4948686201 5.649835e-01 -1.246515e+00
## [1963,] 1.3956368517 1.628769e+00 -1.2699778209 -3.652650e-01 1.052531e+00
## [1964,] -1.0362019280 -7.372974e-01 0.1556026259 -5.169710e-01 -1.268426e+00
## [1965,] -1.0858396297 -3.215533e+00 -0.0569572686 5.796681e-01 1.565583e+00
## [1966,] -1.0564650405 -7.791726e-01 0.8170941229 -6.823615e-01 4.543227e-01
## [1967,] -1.7680027963 1.045599e+00 -0.9737885077 -1.153446e+00 -4.808357e-01
## [1968,] 1.1264307417 4.410467e-01 -1.5118957654 -1.097284e+00 1.643073e+00
## [1969,] -0.7935210815 -8.236668e-01 0.1481949277 -2.233753e+00 2.167031e+00
## [1970,] 1.5714101044 1.211083e+00 0.1230804956 2.795201e-02 -8.471733e-02
## [1971,] 0.1752069593 -2.188708e-01 0.6983922523 -1.146881e-01 -9.636776e-01
## [1972,] -0.1462175586 -1.218770e-02 -0.1557304073 2.007054e+00 4.291749e-01
## [1973,] 0.0532118084 2.157037e-01 -0.3429941442 -3.689295e-01 -1.297489e+00
## [1974,] -0.8958353499 4.873212e-01 0.9671425550 6.507865e-01 1.891956e-01
## [1975,] 1.1785424846 7.251273e-01 -0.6045326868 -1.471232e+00 -3.869644e-01
## [1976,] 0.6119702560 -4.473007e-02 -0.1463771924 7.678337e-01 8.540851e-01
## [1977,] -1.1078016811 -7.795840e-01 -0.4610880720 6.005624e-01 2.985084e-01
## [1978,] -0.4467811738 -3.501705e-01 0.3595740856 -2.673451e-01 -7.938678e-01
## [1979,] -0.0139135568 -1.790604e+00 1.3230073407 -1.827370e-01 8.028861e-01
## [1980,] -0.5010537761 -6.564146e-01 -0.7939978778 1.090199e+00 4.385748e-01
## [1981,] 0.5577588546 -5.637071e-01 -1.1973598770 -9.798944e-01 1.241933e+00
## [1982,] 1.0106008460 2.114131e+00 -0.1025205757 2.161217e+00 1.123691e+00
## [1983,] 0.0830061708 -1.439332e+00 -2.2901398200 -1.375235e+00 -4.259000e-02
## [1984,] -1.2329929965 1.067325e+00 -0.1012846690 -6.612884e-01 -1.853827e-01
## [1985,] 1.0057230784 6.429700e-01 0.5331152701 -1.579934e+00 -5.244127e-02
## [1986,] -0.3681354683 8.646538e-02 0.6771280746 2.457819e-01 -8.118139e-01
## [1987,] -0.5090406632 1.515508e-02 -0.1002130629 -1.996669e-01 2.324343e+00
## [1988,] 0.5053478915 -2.464541e+00 0.1975730018 -1.279752e+00 6.165109e-02
## [1989,] -0.6962434231 5.118946e-01 -0.1732403728 -1.025190e+00 1.778810e+00
## [1990,] -1.8586746082 4.423149e-01 -1.8554110637 -3.433358e-02 2.645179e-01
## [1991,] 2.1735760174 -5.946570e-02 -0.9841663061 -2.323706e-01 9.746586e-01
## [1992,] -0.3889288174 -1.615809e+00 -0.8346397558 1.627336e+00 1.312701e+00
## [1993,] -0.8253866514 1.226552e+00 0.5930963656 5.954323e-01 -2.133828e-01
## [1994,] -0.5478839259 8.929236e-01 0.2607670897 3.390769e-01 2.651783e-01
## [1995,] 0.3427992671 5.727508e-01 -1.6385833677 1.399756e-01 5.001692e-01
## [1996,] -0.7216209717 6.892650e-01 1.0512072408 -6.374953e-01 5.461625e-02
## [1997,] 0.2565498307 1.796103e+00 0.5163996495 4.294415e-01 -3.728394e-01
## [1998,] -0.6048425392 -1.214454e-01 -0.2652788990 9.078885e-01 -6.428660e-01
## [1999,] -0.1010377255 -3.531126e-01 -0.4426242329 5.094170e-01 5.862910e-01
## [2000,] 0.0258753584 4.400960e-01 1.8434182893 5.281022e-01 6.754122e-01
## [2001,] -0.8479195116 -5.410039e-01 -1.6595932515 1.343601e+00 2.394777e+00
## [2002,] -0.0658688464 -1.245758e+00 0.2379461254 9.129540e-01 -3.012594e-01
## [2003,] 2.3654601709 -5.650909e-01 0.9009653892 -9.557888e-01 9.776646e-01
## [2004,] -1.6025535248 3.220698e-01 -0.3197737619 -6.687395e-01 -4.460168e-01
## [2005,] -0.3757188242 3.236989e-02 0.5186617333 -1.047208e+00 6.518066e-01
## [2006,] 0.5533761202 1.041497e+00 -0.8038021356 5.150705e-01 1.442782e+00
## [2007,] 0.9800328909 -3.490497e-01 -0.7691947741 -2.042871e-01 9.187678e-01
## [2008,] -1.2809462616 4.312325e-02 -1.7363700038 1.626760e+00 6.701693e-01
## [2009,] -1.6522252261 -1.252739e-02 -0.0114608908 -3.747852e-01 -1.468383e+00
## [2010,] 0.5235126372 1.786596e-01 1.3804314587 5.754280e-01 -1.008888e+00
## [2011,] -0.0297957938 -1.415192e+00 0.4873106200 3.949065e-01 1.085177e+00
## [2012,] -1.3478106892 -4.222720e-01 -0.5162627382 -1.533489e+00 -5.926732e-01
## [2013,] 0.3244245767 -6.514385e-01 2.1795942385 4.501921e-01 -2.856150e-01
## [2014,] -1.6383120141 -1.615490e+00 -1.4668026844 8.431086e-01 -1.304882e+00
## [2015,] 0.7993874086 1.309672e-01 0.5349345387 -2.015579e+00 -1.411818e-02
## [2016,] 0.4258846182 3.207092e-01 2.3971314211 3.457446e-01 8.800088e-01
## [2017,] -0.5465492791 1.638644e+00 0.5757316679 -7.622144e-04 -4.013520e-01
## [2018,] 1.6838505320 6.775280e-01 -0.3799071014 -2.552678e-02 -2.897295e-02
## [2019,] -0.9984528254 -1.885568e+00 -0.7100976889 1.357804e-01 -7.215042e-02
## [2020,] 1.9302990993 8.117441e-02 0.3247052040 3.759551e-01 -9.355327e-01
## [2021,] -1.1299530752 2.080219e-01 0.5149479619 -3.990954e-01 -2.045051e-01
## [2022,] -0.9326931390 7.160703e-01 0.0523842586 -3.566768e-01 4.245613e-01
## [2023,] 0.5266912892 2.628375e-01 1.0028220993 -3.679170e-01 -9.758515e-01
## [2024,] -0.1629769827 -1.882602e+00 -2.8700996488 -6.904614e-01 -2.851697e-01
## [2025,] 0.3621025680 4.684137e-01 1.4206981546 4.061673e-01 5.536772e-01
## [2026,] 1.3398628748 1.613374e+00 -0.9364358735 -3.296385e-01 -8.711097e-02
## [2027,] -1.3590652618 -2.352302e+00 0.1304844474 -9.034436e-01 -4.530048e-01
## [2028,] 0.9316506641 -2.354298e+00 1.3040596938 1.890521e+00 3.576731e-01
## [2029,] -0.4965743758 -3.256925e-01 0.4166371337 2.573699e-01 1.654791e-01
## [2030,] -0.2873254610 -5.879012e-01 0.8715674040 -6.365179e-01 1.027190e+00
## [2031,] 1.1086635377 1.470032e+00 -0.0385936046 -1.025589e+00 -7.150541e-01
## [2032,] 0.5854309804 3.822683e-01 -0.8521632825 -2.192494e-01 -4.527975e-01
## [2033,] 1.8982468441 2.013667e-01 0.6679524401 -2.202784e-01 9.727377e-01
## [2034,] 1.9631705788 2.603488e-01 -1.1076855121 -1.508155e+00 -6.678247e-01
## [2035,] -0.5748909631 2.793633e-01 0.2868704615 -3.837004e-01 2.141589e-01
## [2036,] -0.8777030840 5.775009e-01 0.9158903702 -7.483366e-01 4.739271e-02
## [2037,] -2.0028515724 -2.016666e-01 0.2438511269 -9.274159e-01 -3.759158e-01
## [2038,] 0.5953941188 -1.526425e-01 0.9547161032 1.354661e+00 -1.087940e-01
## [2039,] -1.0770542952 7.248944e-01 -0.4314769289 5.725201e-01 -4.029535e-01
## [2040,] -0.8979712769 -3.924683e+00 -0.8521731713 2.927597e-01 3.708433e-02
## [2041,] 0.1428274577 1.307319e+00 0.3277063109 4.164962e-01 2.831081e-01
## [2042,] -0.9341388548 1.688870e+00 -0.8102655130 7.210829e-01 1.299312e+00
## [2043,] -0.4650920430 3.541330e-01 0.8727862818 -6.448625e-01 -5.747588e-02
## [2044,] -0.9284990119 1.111334e+00 0.2114301474 -4.640764e-01 -1.746606e-01
## [2045,] -0.1034915723 1.373180e-01 1.5896396711 1.118264e+00 -4.789498e-01
## [2046,] -0.5421148066 7.120704e-02 -0.2143297067 8.910055e-01 6.919661e-01
## [2047,] 1.0123183797 -4.213825e-01 -0.5949557723 -4.286893e-01 5.034572e-01
## [2048,] -1.5560920962 4.015325e-01 -0.1492341540 -2.901864e-01 -1.667464e-02
## [2049,] 0.9178226947 4.746941e-01 -2.5115404445 -8.705472e-01 -8.680097e-02
## [2050,] -1.2696563355 -4.836580e-01 0.5368785889 -2.592810e-01 -7.634465e-01
## [2051,] 0.5079775955 -1.570929e+00 -1.1182948660 -1.626029e-01 7.412391e-01
## [2052,] -0.1367110937 -2.117868e-01 0.0922396256 -2.783089e-02 -8.068214e-01
## [2053,] -0.9766061666 -3.580981e+00 1.0499044826 -1.454585e+00 1.112583e+00
## [2054,] 0.7226193950 -1.044896e+00 -1.7047931264 -1.528348e-01 5.646367e-01
## [2055,] 0.3990382916 1.893086e+00 0.4118774715 1.253750e-01 -2.644854e-01
## [2056,] 1.5547632628 -3.071042e-01 1.5081208522 8.525698e-02 1.533145e+00
## [2057,] -0.4171494815 -4.818469e-01 0.0010177452 7.666681e-01 -1.712457e-01
## [2058,] -0.2722473240 -3.543228e-01 -0.5896412527 -4.686249e-01 5.367595e-01
## [2059,] -1.4093904436 -9.606114e-02 -0.5542566624 -3.037290e-01 1.127365e-01
## [2060,] 2.3084697686 -8.175824e-01 -0.4772552697 -5.861896e-01 9.013344e-01
## [2061,] 1.9627980403 -1.172874e-01 1.0201653841 -8.623968e-01 1.062715e+00
## [2062,] 0.2481326938 5.585836e-01 -1.7157580528 -1.275854e+00 -1.887664e+00
## [2063,] -0.0629665128 3.747797e-01 0.7300262831 1.065054e-01 3.476996e-01
## [2064,] 2.3601849456 9.661091e-01 0.7364097174 1.038825e-01 3.413913e-02
## [2065,] -0.6709926938 1.089774e+00 1.4187492019 1.667353e+00 1.699376e-01
## [2066,] -0.3862168749 3.924860e-01 -0.1644224371 1.412308e+00 -6.991052e-01
## [2067,] 1.6546111280 7.054851e-02 -0.0642913484 -3.688136e-01 -1.390371e+00
## [2068,] 0.9226875000 1.927929e-01 0.5823227055 -1.576763e+00 1.075465e-01
## [2069,] 0.7768637623 -1.983572e-01 -0.2198133174 -2.489689e+00 -2.375897e-02
## [2070,] -0.7484630869 3.758270e-01 -0.1822250653 7.587075e-01 -4.174634e-02
## [2071,] 1.9802946125 -3.551580e-01 -0.2924791411 7.460467e-02 3.026518e-02
## [2072,] -0.1217898484 -9.993229e-01 0.2351633653 -2.299909e-01 9.740291e-01
## [2073,] -0.7504432885 -1.491584e-01 -1.1779454830 1.674548e-04 1.230618e+00
## [2074,] 1.4856987563 -4.235021e-01 -1.4302216158 -1.023696e-01 4.439679e-01
## [2075,] -0.6226800750 4.565999e-01 0.7525581456 2.232915e-01 -1.223114e+00
## [2076,] 1.2107888391 -1.950740e-02 -0.7773325636 -4.184555e-01 5.338614e-02
## [2077,] -1.5319412785 3.595789e-01 -1.5669404126 3.597292e-01 -1.510807e+00
## [2078,] -0.0547677361 -7.801243e-02 -0.1187544776 5.144624e-01 6.196223e-01
## [2079,] -0.4589577543 1.708247e+00 -0.2279795778 8.706650e-01 1.768518e-02
## [2080,] -0.2762656182 -4.312315e-01 -0.0340493771 4.953426e-02 4.704532e-01
## [2081,] -0.1210411631 1.159622e-01 0.1803298598 9.933884e-01 -1.216302e+00
## [2082,] -0.9803813889 8.594982e-01 -0.2047044628 -2.920467e-01 -2.194808e-01
## [2083,] -1.0805950339 -1.082903e+00 -0.5660519467 1.138579e+00 -1.217416e+00
## [2084,] 1.1521835652 -2.226598e-01 -0.0340465013 -3.125125e-01 -1.168808e+00
## [2085,] 1.1417693462 6.049967e-01 -0.3888921823 -6.964150e-02 -1.528114e+00
## [2086,] 1.7304461214 -2.553352e-01 0.1737041814 -8.644977e-01 -1.016127e+00
## [2087,] 0.9734141780 -1.075236e-01 -0.8650151659 -1.117443e+00 -5.531309e-02
## [2088,] -1.1849011695 2.271078e-01 0.4839990348 -1.019083e+00 5.377291e-01
## [2089,] 0.0836933697 -5.330011e-01 -0.2198006500 -2.940514e-01 -1.046577e+00
## [2090,] -1.4096579821 1.578686e+00 -0.9783805212 -1.314310e-01 -6.577596e-01
## [2091,] -0.7258202618 -6.337523e-01 0.9831154119 -6.010824e-01 4.989660e-01
## [2092,] -0.4236828822 -5.689876e-02 0.0726381336 4.849839e-01 1.065082e+00
## [2093,] 0.8913541227 5.748930e-01 -1.9216058557 -1.344449e-01 1.520308e-01
## [2094,] -0.6549934787 -1.074728e+00 1.4163599095 -1.009361e+00 1.559922e+00
## [2095,] -0.8103298442 -1.873920e-01 0.9642234821 4.482096e-01 -7.874508e-01
## [2096,] 1.2406395549 -4.294631e-01 -0.0293009127 -8.699088e-01 -1.096014e+00
## [2097,] -1.1115449274 9.707710e-02 1.7784469312 -1.054918e+00 2.425332e-01
## [2098,] -0.7410430543 -5.385131e-01 -0.3526972388 -1.169620e+00 1.130620e+00
## [2099,] -0.6835110459 -3.015143e-01 0.1209592918 4.817382e-02 3.745823e-01
## [2100,] -0.3824535159 1.795995e+00 -0.8403961036 -8.816825e-02 -6.570089e-01
## [2101,] -0.2665517858 8.732343e-02 -1.3888682218 4.373714e-01 5.388396e-01
## [2102,] -0.9772228375 1.604422e+00 -0.3958829768 1.036474e+00 9.013163e-03
## [2103,] 0.9979653953 5.512189e-01 0.0508048633 -2.149995e-01 -1.653969e+00
## [2104,] 0.7433113841 1.467685e-02 0.3534571597 6.046592e-01 -6.103869e-01
## [2105,] -0.6519224292 1.732794e-01 0.0502279107 7.532872e-01 -1.071564e+00
## [2106,] 0.3304228045 -1.863463e-02 -0.2876362734 -1.715197e+00 -2.073650e+00
## [2107,] 0.0246508935 -2.871484e-01 -0.1026266692 3.388348e-02 6.781639e-01
## [2108,] 1.4330736349 8.648470e-01 0.6405195446 -1.214937e-02 1.421159e-01
## [2109,] -0.6351064320 1.077021e+00 0.7441436230 5.737746e-01 -2.662969e-01
## [2110,] 1.8177115363 -1.694592e-01 -1.2289011786 -1.014686e+00 3.429256e-01
## [2111,] -0.4654106012 -5.719966e-01 -0.2610221948 1.904726e-01 6.007913e-01
## [2112,] -1.1847261440 -8.121033e-01 -0.4680261956 -1.986811e-01 -1.158417e+00
## [2113,] -0.9556914964 2.498626e-01 -0.9919259548 -5.726162e-02 -2.576776e-01
## [2114,] -0.3024743177 -2.369795e-01 0.8638797707 -2.572078e-02 -7.160933e-01
## [2115,] -0.7618860509 -4.068270e-01 0.2396548915 1.053240e-01 -6.534172e-01
## [2116,] -0.1992167531 8.354257e-01 0.7379704675 7.723495e-01 -1.187490e+00
## [2117,] 1.2631533623 -4.559822e-01 1.0108269329 -1.984753e+00 2.977749e-01
## [2118,] -0.0722598442 -1.375759e+00 1.0229249994 -5.798919e-01 1.642398e+00
## [2119,] -0.6157497153 1.152650e+00 0.2319482427 -9.197724e-01 5.123913e-01
## [2120,] -0.1945523414 3.494165e-01 0.2725523314 8.574151e-01 2.584405e-01
## [2121,] -0.6400634332 4.208439e-02 0.5607692640 6.155036e-01 -7.404180e-01
## [2122,] -0.0814170797 -1.380043e+00 1.1170840569 8.811309e-02 -1.353225e-01
## [2123,] -0.5579860666 4.355362e-01 1.7467166281 -9.536913e-01 6.573940e-02
## [2124,] -0.2595161289 1.551380e+00 0.5625889467 8.819941e-01 -4.342994e-01
## [2125,] 0.3441131877 8.574277e-01 0.9545876814 9.479035e-01 1.547902e+00
## [2126,] 0.9925268975 7.053129e-01 0.4780131101 -1.091161e+00 -3.011291e-02
## [2127,] 0.0159954810 1.057250e-01 0.8846786791 1.593164e+00 -3.983233e-03
## [2128,] 0.3093304067 7.178172e-01 1.5299757474 7.108607e-01 5.383164e-01
## [2129,] -0.0949583548 -9.354337e-01 0.3696864658 -2.482368e-02 9.026088e-01
## [2130,] -1.1733083970 -1.474709e+00 -1.1120084664 1.351844e+00 5.024949e-01
## [2131,] -0.5412347314 -5.770411e-01 1.1195170208 1.289374e-01 -5.542905e-01
## [2132,] 0.4853515749 3.151304e-01 -0.7835987352 7.289911e-01 6.218559e-01
## [2133,] 2.3588739924 3.161418e-01 1.4138493614 -1.098857e+00 4.033825e-01
## [2134,] -0.7867002699 -1.241907e+00 -0.6471795700 1.035362e+00 7.625001e-01
## [2135,] 0.0252558924 9.492919e-01 0.1810780783 2.056137e+00 -3.705776e-01
## [2136,] -0.8095421295 1.095401e-01 0.5522201120 -1.054481e+00 -4.634953e-01
## [2137,] -0.7296642793 5.060545e-02 -0.2742013557 3.097831e-01 4.737253e-01
## [2138,] -1.4492517119 6.846194e-01 0.0626363327 -1.066358e+00 -2.777112e-01
## [2139,] 2.2680780310 1.290252e+00 0.2375467729 1.079674e-01 2.598883e-01
## [2140,] -0.9759365523 6.813133e-01 0.7544977774 2.376754e-01 4.925789e-01
## [2141,] -1.3243664590 4.774718e-01 -0.3854463501 -1.552917e+00 8.334634e-01
## [2142,] 0.6701845606 1.163428e+00 -0.3123019866 -5.495776e-01 -5.370512e-01
## [2143,] -0.4764496081 -1.501616e+00 0.8730558251 -5.780826e-01 1.350037e+00
## [2144,] -0.7451058433 -5.487104e-01 -0.8201845231 1.201089e-01 6.802001e-01
## [2145,] -0.5584549349 1.525561e-01 0.3009999164 1.031991e-02 -8.009016e-01
## [2146,] -1.0419214634 -1.043571e+00 1.2178614902 -5.008037e-01 6.240527e-01
## [2147,] -0.4059493970 -6.593729e-01 0.2421204967 -6.188033e-01 7.748961e-01
## [2148,] 2.2161793299 -2.475357e+00 -1.1174822934 -7.530852e-01 -1.371720e+00
## [2149,] 0.5034244818 -8.467641e-01 1.6857541041 6.369618e-01 -3.129991e-01
## [2150,] 1.4797576658 1.037873e+00 0.0994197022 -4.794859e-02 2.207317e-01
## [2151,] 1.1307802538 -1.071736e+00 0.1773549810 1.808475e+00 -5.640621e-01
## [2152,] 0.3261279506 -7.085311e-01 1.5081445321 6.073156e-01 1.081743e+00
## [2153,] 1.1703623438 3.240830e-01 -0.4332097438 -8.895180e-01 -1.542328e+00
## [2154,] 1.8861244751 -2.374326e-01 0.3440121307 3.646709e-01 -3.292091e-01
## [2155,] -0.7286910487 6.620290e-01 0.1703083116 -8.866443e-01 2.552328e-01
## [2156,] -0.1697679333 4.597256e-01 -0.7508113303 1.482042e+00 6.539074e-01
## [2157,] -0.4835197682 3.600445e-01 -0.6464935012 -3.229728e-01 2.963744e-01
## [2158,] 0.7757289516 -3.357417e-01 1.3088884761 1.657110e+00 1.736726e-01
## [2159,] -0.7369529857 5.031833e-01 0.6985092072 3.187975e-01 7.628148e-01
## [2160,] -0.7648681944 -8.481934e-01 0.2538990658 2.950157e-01 -4.597095e-01
## [2161,] -1.2363113722 7.253521e-01 -0.3710482469 -5.113297e-01 -3.189390e-01
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## [2163,] -0.2154962878 -3.227262e-01 1.3837752274 -5.215855e-01 -1.109055e+00
## [2164,] -1.1885722377 1.387739e+00 -0.6917946377 1.130130e+00 4.551780e-01
## [2165,] 0.7718377999 1.097021e+00 -0.0555606319 1.808921e-01 4.039802e-01
## [2166,] 1.3923452775 3.430883e-01 -1.4013611710 2.205194e-01 -3.919237e-01
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## [2168,] -0.6807888547 3.295663e-03 1.3064323576 -6.852102e-01 4.251212e-01
## [2169,] -0.6674486126 -5.651881e-02 0.2712192562 -3.171694e-01 -9.174596e-01
## [2170,] 0.8850563713 4.497564e-01 -0.8611774303 -5.867510e-01 8.757569e-01
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## [2172,] -0.7276596959 4.707784e-01 -1.7398350298 1.597431e-01 2.105631e-03
## [2173,] 0.3850938346 3.477657e-01 -0.5167185447 -1.573893e+00 -5.466375e-01
## [2174,] -0.8391899402 5.620355e-01 0.5644227730 -4.293628e-02 -6.909154e-02
## [2175,] 1.0636763107 -1.772410e+00 -0.1061538953 1.323464e+00 -1.897532e-01
## [2176,] -1.1369606261 6.287641e-01 0.7008939462 -4.780085e-01 3.445645e-01
## [2177,] -1.0053184712 -6.913010e-01 0.0173689507 5.304836e-01 2.515558e-01
## [2178,] 0.5858889575 7.606009e-01 0.1457997557 5.053184e-01 -1.261498e+00
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## [2180,] -0.4530835611 -2.919778e-01 1.3769528400 -1.758336e-01 5.923936e-02
## [2181,] -0.0215091744 -1.608399e+00 0.7300820132 -3.015084e-01 -2.102040e-01
## [2182,] 2.9943483461 9.788837e-01 0.1680728391 -1.191562e-01 7.169688e-01
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## [2184,] 0.5431755350 -8.161430e-02 -0.8665172923 -7.569184e-01 -6.607530e-02
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## [2186,] -0.6371235737 3.018759e-01 0.2688077169 -4.859342e-01 1.562593e+00
## [2187,] 1.5635776124 2.831741e-01 -0.2105173832 -1.165638e+00 4.386488e-01
## [2188,] -1.0892529007 5.767694e-01 -0.3457389749 5.128015e-01 -2.088068e-01
## [2189,] -0.7599123429 1.031166e-01 0.9476593292 5.770075e-02 -7.220602e-01
## [2190,] 1.3257359581 3.263297e-01 -0.6932025370 -1.095292e+00 3.159899e-01
## [2191,] 1.2801163929 7.657143e-01 -0.9151637298 -7.242615e-01 1.249871e+00
## [2192,] -0.5867331664 8.995609e-01 0.2132715207 2.188998e-02 2.128541e-01
## [2193,] -0.8298032484 5.546929e-01 0.1802714690 -8.868627e-01 3.486686e-01
## [2194,] -0.9655982610 -5.024293e-01 -0.8831423224 1.450544e+00 3.973568e-01
## [2195,] 0.5074125259 -1.417925e+00 -0.5520225132 2.757748e+00 -1.415298e-01
## [2196,] -1.5669027198 -1.089609e+00 -1.2330441421 5.763615e-01 -1.657816e+00
## [2197,] -0.0282936817 1.278596e+00 1.2068299306 5.817176e-01 5.188444e-02
## [2198,] -0.2226145557 2.431093e-01 0.2495132577 9.747327e-01 -9.843225e-01
## [2199,] 0.2654408024 -9.126193e-01 0.0200393806 8.913013e-01 -5.971188e-01
## [2200,] -1.0572891964 7.868729e-01 1.0220792663 -1.602539e-01 3.054563e-01
## [2201,] 2.0973592633 -3.305869e-01 -0.3336442201 -6.659521e-01 7.699881e-01
## [2202,] 1.3857352415 4.933340e-01 -1.3495407129 -2.671184e-01 -5.638169e-01
## [2203,] 0.3711756989 8.900018e-01 -2.5357525313 -1.328605e+00 1.235479e+00
## [2204,] 0.7061340745 -5.023807e-01 -0.7142588924 -1.022362e+00 1.329112e+00
## [2205,] -1.2093406659 -2.023530e+00 0.7631280599 -5.542621e-01 -9.519814e-01
## [2206,] -0.0317346394 1.512569e+00 0.6664777486 3.098019e-01 4.611659e-02
## [2207,] 0.7599243600 1.404836e+00 0.1398722498 7.360812e-01 -9.819012e-02
## [2208,] -1.3220036247 -1.568692e+00 -0.6450355175 1.124353e+00 4.084369e-01
## [2209,] -1.9211705951 5.983829e-01 -2.5183883979 7.195737e-01 1.161400e+00
## [2210,] -0.6945476718 5.714618e-01 0.2194096210 -4.212389e-01 2.889456e-01
## [2211,] -0.3305025559 -4.073757e-01 0.9190302658 3.979029e-01 -7.318709e-01
## [2212,] -0.3463895789 7.288434e-01 0.4505814577 8.687085e-02 7.207194e-01
## [2213,] 0.2393084252 3.404083e-01 0.0038295679 9.565255e-01 -8.243873e-01
## [2214,] 0.1337104281 -2.125859e+00 0.6424768663 6.833111e-01 -3.388547e-01
## [2215,] 0.2663920396 -1.922453e-01 1.3592627490 5.514354e-01 -5.071091e-01
## [2216,] 0.7555526612 6.063221e-01 1.0160343120 1.632648e+00 -7.992140e-01
## [2217,] -0.6548753774 -6.687614e-01 0.5397736631 -1.972860e-01 -4.262708e-01
## [2218,] 0.9854201212 1.224838e+00 -0.2881534861 -9.709919e-02 -5.771003e-01
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## [2220,] -0.5905356414 -1.173197e+00 -0.5585449288 -5.870420e-01 8.913393e-01
## [2221,] -0.3049666419 -1.746879e-01 -0.2595095870 -2.467966e-01 -1.132767e+00
## [2222,] 0.6284084459 4.890260e-01 -1.0295348523 1.839381e-01 -9.176843e-01
## [2223,] 1.4208064941 1.104711e-02 -1.8752527570 -7.385552e-01 -7.382193e-01
## [2224,] -1.2418728252 -5.430127e-01 1.4286322278 -1.584506e+00 2.275101e+00
## [2225,] -0.7392598704 4.087681e-01 -0.5876251715 6.096984e-01 -8.711109e-01
## [2226,] -1.3613605323 -7.983965e-01 0.8456751425 -1.791462e+00 4.670289e-01
## [2227,] 0.5749813984 -6.908356e-01 -2.1281110048 -1.934384e-01 -1.637882e+00
## [2228,] 0.0445351147 7.525181e-01 1.0066780974 -6.182409e-01 5.545450e-01
## [2229,] -1.1025192124 7.875389e-01 -0.8162888707 -2.158334e-01 -5.996887e-01
## [2230,] 0.2270837426 -6.309921e-01 -0.1472691812 2.084574e-01 6.047989e-01
## [2231,] 0.0048998444 8.009651e-01 0.8449926247 3.693191e-01 8.272243e-01
## [2232,] 0.7189356256 6.481709e-01 -0.1206191700 -1.836603e+00 -3.098779e-01
## [2233,] -1.0419277286 6.105473e-01 -0.7152059158 6.910954e-01 2.575818e-01
## [2234,] -0.5169596296 -1.199201e-01 -0.4325412760 1.007118e-01 -1.175517e+00
## [2235,] -1.4281970113 6.545985e-01 -0.9006583874 -2.338914e+00 -9.860220e-01
## [2236,] -0.6872074686 -3.516087e-01 0.2209693501 -2.895676e-01 -9.443286e-01
## [2237,] 1.2045283851 7.680918e-01 -0.8441731092 -7.659690e-01 4.379410e-01
## [2238,] -1.7798610460 -2.781437e+00 -1.8390935060 8.627149e-01 -1.011284e+00
## [2239,] 1.0033579206 7.704487e-01 -1.4105493620 -2.645122e-01 7.988291e-01
## [2240,] -0.1496062146 4.841477e-01 0.0547921908 6.230691e-01 -8.681243e-01
## [2241,] -1.2980872070 3.933901e-01 -0.1007419164 -7.008286e-01 2.796434e-01
## [2242,] -0.3664825940 1.597496e+00 0.6792450429 1.759127e-01 -3.413206e-01
## [2243,] 0.1619087248 8.893033e-01 0.6959690569 4.568032e-01 2.593921e+00
## [2244,] 1.5666277649 2.332077e-01 -1.0030910539 4.013495e-01 -1.030171e+00
## [2245,] -0.5726782834 8.118674e-01 -0.5969260409 1.025731e-01 -1.470622e+00
## [2246,] 1.4694980186 -4.705842e-01 -0.4012826431 -6.833728e-01 -8.828759e-01
## [2247,] 1.2520844953 -7.945038e-01 -0.9985916266 -3.003066e-01 3.642039e-02
## [2248,] -0.9176088493 2.112520e-01 1.8600132087 -1.084377e+00 2.734365e-01
## [2249,] -0.0684787362 1.365850e-01 0.1052732697 2.333477e-01 -2.909255e-01
## [2250,] 0.0946450174 -1.556978e+00 -0.0159396867 7.599575e-01 -6.903881e-01
## [2251,] -0.8745600897 8.721163e-02 -0.8579218764 2.178411e-01 4.069688e-01
## [2252,] 0.4226041877 -8.699561e-01 1.1698289661 1.683816e-01 2.900904e+00
## [2253,] -0.7482874090 -3.129270e-01 -0.6267018648 -7.924733e-01 7.365248e-01
## [2254,] -0.2994633825 1.297742e+00 -0.4670482741 3.388164e-01 1.303651e+00
## [2255,] 1.0649732594 3.566868e-01 -0.7103005282 -2.410145e-01 -1.327464e+00
## [2256,] 0.2002945183 1.239267e+00 0.0071943676 9.477256e-01 -1.053594e-01
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## [2258,] -0.0116626116 -1.589882e+00 -0.3216598970 7.595961e-01 3.857982e-01
## [2259,] -0.5025634980 -4.641978e-01 0.7007488773 5.444607e-01 -9.029524e-01
## [2260,] -0.4092496679 -1.155424e+00 -1.1078915981 1.274065e+00 4.258931e-01
## [2261,] -0.4255821531 -3.269928e-01 0.3752648816 3.129619e-01 -8.738985e-01
## [2262,] -1.4596652135 5.062225e-01 -0.7460833010 4.092046e-02 -1.343040e+00
## [2263,] 0.2613589424 -1.426522e+00 2.2435891403 -4.423166e-01 7.211536e-02
## [2264,] 1.8628925548 1.510532e+00 -0.9246235610 5.576023e-01 1.156682e+00
## [2265,] -0.9230997417 -1.113517e+00 -0.4646985081 1.240362e+00 -1.259693e+00
## [2266,] -0.6380132118 1.485028e+00 -0.3268936696 1.431003e+00 -3.258271e-01
## [2267,] 1.5594309132 2.605818e-02 0.0058049147 -4.275290e-01 2.646342e-01
## [2268,] -0.9639877563 1.471338e+00 0.4700547454 4.828108e-01 -4.329299e-01
## [2269,] 1.1185065975 -8.445510e-02 -0.3579535514 -1.023691e+00 -1.506885e+00
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## [2271,] -0.4682409050 8.038401e-01 0.6330750382 -3.795016e-01 4.615874e-01
## [2272,] -1.7785592452 8.283485e-02 -1.1545225846 -2.421117e-01 -1.362224e-01
## [2273,] -0.6694166275 7.714239e-02 -1.2299000404 1.254817e+00 2.464321e-01
## [2274,] -1.1585902669 1.591745e-02 0.0024368516 -1.294661e-01 9.448384e-02
## [2275,] -0.0979742945 1.395124e+00 -0.1011658041 6.802271e-01 2.633583e-01
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## [2277,] -0.8096325040 1.342285e+00 -0.0062833893 5.024395e-01 6.143922e-01
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## [2279,] 1.3759080456 6.475636e-01 0.8850192200 9.762861e-01 -7.961996e-01
## [2280,] 0.8934040434 1.449327e+00 -0.9020803812 3.346180e-01 -3.510972e-01
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## [2282,] -0.0457576413 7.928597e-01 1.8792680646 -2.387680e-01 1.511188e+00
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## [2285,] -1.2159380955 1.018585e+00 1.0340226120 -2.382811e-01 -2.650372e-02
## [2286,] 1.4662497122 4.413357e-01 1.0002538189 1.516835e+00 -3.746020e-01
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## [2304,] -0.5582707752 4.669726e-01 0.6766999595 1.438579e-01 -1.085711e+00
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## [2310,] 0.1066548910 7.294539e-03 0.9325452871 -1.964111e-01 -9.681659e-01
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## [2561,] -0.6869133343 -1.264401e-01 -0.5433308085 3.907261e-01 3.000302e-01
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## [2568,] -0.0525929089 -1.122815e+00 1.1358535573 -9.520783e-01 -6.084905e-01
## [2569,] 2.4950404943 -3.527566e-01 0.4459170537 1.425725e-01 -3.788291e-01
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## [2576,] -0.7526121520 8.706451e-01 0.6754070864 -8.188063e-01 2.482586e-01
## [2577,] -0.2851716147 -8.409597e-01 0.4786975395 8.732222e-01 6.088394e-01
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## [2582,] -0.5588116499 -4.023838e-01 0.8075526213 -4.079807e-01 -9.590257e-01
## [2583,] 1.9164132654 1.355527e-01 0.0611497174 4.999412e-01 -8.019599e-01
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## [2594,] 2.5908149652 -2.749136e-01 0.8371381523 8.292549e-01 -5.915665e-01
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## [2598,] -0.8907810053 6.782902e-01 0.1232466179 7.421984e-01 -5.057065e-01
## [2599,] -0.9266514311 5.243712e-01 -0.4566774989 4.459375e-01 -3.769521e-02
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## [2601,] -1.8223684799 -3.124141e-01 -0.3473532836 -5.068286e-01 2.950471e-01
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## [2604,] 0.5165432011 -3.641245e-01 1.3169370260 1.021382e+00 -4.344959e-01
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## [2714,] -1.6441152069 5.856937e-02 0.3333450358 -9.819677e-01 3.083262e-01
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## [2739,] -0.6803023643 -1.349992e+00 -1.4038064028 1.595954e+00 5.774563e-01
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## [2741,] -1.5126419208 -1.474000e+00 -0.8074442185 -3.787883e-01 4.202127e-01
## [2742,] -0.7771425850 2.559931e-02 -0.0611062313 7.892624e-01 4.282750e-01
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## [2745,] 1.9503726380 -8.534634e-01 0.0043177146 6.843584e-01 1.060531e+00
## [2746,] -0.4266659892 -1.561626e-01 0.8032524135 3.527219e-02 -5.107573e-01
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## [2749,] -0.5581099025 7.493511e-01 0.7623452652 -8.463058e-01 6.387308e-02
## [2750,] -0.1471660297 8.999138e-02 1.0999111520 1.074122e-01 -9.400421e-01
## [2751,] 0.3068846476 1.017169e+00 -0.7176408900 9.189295e-01 5.640589e-03
## [2752,] 0.3449151192 1.593924e+00 -0.0182441878 1.177597e+00 1.380739e+00
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## [2756,] -0.7461022442 -1.664506e+00 0.0130017274 1.999417e-01 -1.065035e+00
## [2757,] 0.3243819129 -7.998099e-01 -0.7457844999 2.379894e+00 -7.227294e-01
## [2758,] 1.7299092269 -4.926284e-03 -1.6328786281 -1.171164e+00 -1.549062e+00
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## [2760,] -0.1995963300 -5.456320e-02 -0.5750958570 7.953141e-02 7.496201e-01
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## [2762,] -0.4722142501 1.646262e-01 0.5823621151 6.736704e-01 3.020011e-01
## [2763,] -1.5874438830 4.544321e-01 -2.2193559674 -1.256390e-01 1.645804e+00
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## [2765,] -1.1317664629 3.342360e-01 1.5919977370 -5.224860e-02 -7.793984e-02
## [2766,] 1.8341803084 1.218318e-01 0.3521800356 -1.460491e-02 -1.385556e+00
## [2767,] -0.1877479530 -7.107190e-01 1.6524707754 -8.483338e-01 -4.015962e-01
## [2768,] -0.8923190021 -8.787553e-01 0.4934981080 1.072208e+00 -9.910782e-01
## [2769,] 0.0603612615 1.612803e-01 0.8832653733 8.096482e-01 -1.111426e+00
## [2770,] -0.2995242837 -9.300268e-01 1.2203348403 -3.764262e-02 8.149361e-01
## [2771,] -1.9558908633 8.127459e-01 -0.0718486020 -9.369222e-01 -4.544864e-01
## [2772,] -0.2952359872 -6.166763e-01 1.1785581404 2.341336e-01 -1.102774e+00
## [2773,] 1.2435424857 2.985462e-01 -0.9863865429 -5.843526e-02 -2.423383e-01
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## [2775,] -1.1234509918 -4.020306e-01 -1.7659509133 5.710826e-01 -9.400889e-02
## [2776,] 1.0382474291 -4.653301e-01 -0.6595097397 -6.688929e-01 -1.419218e+00
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## [2780,] -1.1285679099 -1.410936e+00 0.6127126187 -1.617738e+00 1.239038e+00
## [2781,] -0.8511992786 8.333337e-01 -0.5942631204 8.145968e-01 2.736827e-01
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## [2783,] -0.1376167489 1.218380e+00 0.4757509653 7.880275e-02 2.426185e-01
## [2784,] 0.7619254309 3.192128e-01 -0.6010911873 -6.690834e-01 -1.483873e-01
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## [2787,] 0.0690819119 6.746527e-01 -1.1539854803 -1.716413e+00 -2.516127e-01
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## [2805,] -0.4141375826 -1.173423e+00 -0.6694199632 -3.887539e-01 9.865627e-01
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## [2873,] -1.3469195264 1.034386e-01 -0.0746805920 -1.284209e+00 -9.021091e-02
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## [2880,] -0.1325245181 3.125746e-01 0.3450422589 6.359334e-01 -7.547025e-01
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## [2893,] -0.5240842904 -1.188381e+00 -0.5113960381 -2.117265e+00 -8.427786e-02
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## [2909,] -1.2685110174 -1.651479e-01 -1.3757199582 1.780561e+00 6.410485e-02
## [2910,] -0.0829473600 9.504020e-01 -0.0059446989 3.153546e-01 3.748824e-02
## [2911,] -1.6094675671 9.365159e-01 0.2040034336 -8.302751e-01 -4.668700e-01
## [2912,] -0.7076047083 5.014199e-01 -0.0782315085 7.725368e-01 -9.760440e-01
## [2913,] 0.5322717921 4.586272e-01 0.2468957529 -4.472012e-01 2.768493e-01
## [2914,] -1.3897383744 -8.999225e-01 -2.2558806411 -3.419541e-01 -2.013715e+00
## [2915,] 0.7142630585 1.127088e+00 -1.2463133491 1.326336e+00 3.902262e-01
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## [2919,] 1.1143380303 1.118625e+00 -0.4920204555 -4.241118e-01 6.629367e-02
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## [2923,] -0.7570106103 8.250801e-01 0.6330928662 -8.173405e-01 -2.535566e-02
## [2924,] -0.9540878561 6.683608e-01 0.2392093512 -3.465979e-01 2.003465e-01
## [2925,] 1.7816488100 1.112329e+00 -0.2561501199 -6.835944e-02 5.062092e-01
## [2926,] 0.5156815509 5.081869e-01 1.3541202569 1.442659e+00 8.111451e-01
## [2927,] 1.8983070498 -4.321177e-01 0.6931985919 3.957080e-01 -4.732426e-01
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## [2932,] -0.4223485008 2.002468e-02 -1.3713206264 3.694081e-01 5.935683e-01
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## [2934,] 1.8989601730 -2.168448e-01 1.1972706092 -2.080810e-01 7.746147e-01
## [2935,] 0.7295503485 -1.595774e+00 -0.1654528848 -6.831030e-01 1.364775e+00
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## [2937,] 1.1713808681 -1.293397e+00 0.0476275368 -3.366319e-01 -1.197763e-01
## [2938,] -0.4236918599 9.812749e-01 0.5978993830 -2.606465e-01 2.075711e-01
## [2939,] -0.2359750768 -5.468947e-01 1.0002581257 1.106729e-02 -7.666869e-01
## [2940,] 0.7812978309 1.417780e+00 0.1263534190 1.799567e+00 1.358803e+00
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## [2945,] -0.2310152259 -1.730028e-01 0.5007167136 -2.345952e-02 -7.478756e-01
## [2946,] -0.6231533221 -1.080117e+00 -3.1891607600 7.094725e-01 1.262715e+00
## [2947,] -0.6731518172 -6.868859e-01 0.5720674985 4.154276e-01 -4.425272e-01
## [2948,] 0.3708620963 -9.006279e-01 1.4163081961 5.971277e-02 -2.235512e-01
## [2949,] -0.0285509880 -4.056483e-01 1.2697545300 1.134056e+00 2.871938e-03
## [2950,] -0.2481988271 1.219448e+00 -0.2840725735 1.404453e-03 2.417291e-01
## [2951,] -0.6282805924 1.908321e+00 -1.2384849316 2.117490e-01 4.083930e-01
## [2952,] -1.4547540232 9.895030e-01 -0.2044200707 -2.005382e+00 -5.856391e-01
## [2953,] 0.7159806731 -3.066206e-01 0.1190238760 4.304712e-01 -4.100253e-01
## [2954,] -1.1730655098 -3.639128e-01 -1.2096287493 1.634722e-01 3.117159e-01
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## [2957,] 0.4716690560 -8.732986e-02 0.7924742999 -2.212766e-01 6.252049e-01
## [2958,] -0.7947297769 -9.467706e-01 0.9133033833 1.744969e-01 -5.427430e-01
## [2959,] -0.9007010419 8.531996e-01 1.1178064373 1.188280e-01 -8.370929e-03
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## [2991,] 0.0497402151 -1.543692e+00 -0.6967070225 1.475580e+00 -6.923731e-01
## [2992,] 0.9893101793 1.341446e+00 -0.9234033828 -4.773762e-01 1.082756e-02
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## [3041,] -1.3669296112 4.857745e-01 1.0569676828 -7.172171e-01 -3.977255e-01
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## [3051,] 1.3039607264 8.989185e-01 -1.8351779086 -2.579086e-01 1.844535e+00
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## [3076,] -0.3942181290 -1.792181e+00 -0.0389161466 1.819916e+00 1.495212e+00
## [3077,] -1.0532748523 -1.408965e+00 -1.0757898541 1.330115e+00 5.466258e-01
## [3078,] -1.9288800491 -3.526474e-01 -0.6335539530 -9.126915e-01 -1.657619e-01
## [3079,] 3.5381364153 3.280460e-01 0.9833122188 1.194492e+00 1.938303e+00
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## [3081,] -0.0158348158 1.043542e+00 0.3516284944 7.639850e-01 2.162989e-01
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## [3088,] -0.4611705529 -4.155425e-01 1.0201471326 4.524406e-01 -7.274729e-01
## [3089,] 1.8194971171 9.288852e-01 0.7136301445 -6.880373e-01 1.663357e-01
## [3090,] -1.5560173544 -4.457899e-01 -0.7646372660 6.400004e-03 -1.409854e+00
## [3091,] -0.1748574177 -8.797276e-01 0.3002543177 2.952398e-01 1.955156e-01
## [3092,] 1.8246864527 -4.991442e-02 0.3731413949 4.767639e-01 -1.011471e+00
## [3093,] -1.2390172563 -9.842916e-01 -0.5532232118 7.503067e-01 4.554325e-01
## [3094,] 1.0968195841 2.596766e-01 0.1762058225 -1.547853e+00 8.424041e-02
## [3095,] -0.8228007242 -6.745941e-02 -0.1736428419 -1.506736e-01 5.849711e-01
## [3096,] -0.8357570540 -3.899179e-01 0.9196689337 1.093202e-01 -8.394156e-01
## [3097,] 0.2955303279 -1.278969e+00 -1.4127531605 -6.253785e-01 2.078245e-01
## [3098,] 0.0906067085 1.062772e-01 0.9583169525 1.243602e+00 -5.788491e-01
## [3099,] -0.2291936219 -6.857527e-01 -1.2963184119 8.859585e-03 8.942209e-01
## [3100,] -0.0022787996 -8.683613e-01 0.8031201841 -6.647301e-01 -8.055599e-01
## [3101,] -0.2155080974 9.762080e-01 0.4060717136 4.973657e-01 3.881431e-01
## [3102,] -0.7440479617 9.085179e-01 -1.0878843779 -1.487654e-01 1.705146e+00
## [3103,] -0.9073827014 8.115916e-01 0.2567598998 -1.916831e-01 2.513859e-01
## [3104,] 1.0996091508 8.038296e-01 0.0031422921 -9.153288e-01 -1.809001e-01
## [3105,] -0.1969584538 -1.290419e+00 0.0564273970 1.296682e+00 -2.838454e-01
## [3106,] 0.8354290302 -8.797320e-01 -1.3911830460 1.343434e-01 2.899380e-01
## [3107,] -1.0134655846 -1.181657e+00 -0.0507530527 8.950721e-02 4.605549e-01
## [3108,] -0.4639776242 -8.445301e-01 -0.6602449639 8.004008e-01 5.835889e-01
## [3109,] -1.1250924898 -3.259185e-02 -1.7823114539 6.339778e-02 4.060838e-01
## [3110,] -0.8158433988 1.506941e+00 0.3554157728 3.338597e-03 -5.615529e-01
## [3111,] 0.9368526073 1.156319e+00 -1.1109726432 -1.930694e+00 -9.278825e-01
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## [3113,] -0.3465613940 1.024669e+00 0.0480922302 2.138663e-01 3.743095e-01
## [3114,] -0.6909195118 2.572978e-01 0.9303924258 7.204485e-01 -1.145721e+00
## [3115,] 1.2980617644 7.312027e-02 -1.0860357532 -2.793410e-01 3.611399e-01
## [3116,] -0.3292398453 -2.066891e+00 0.7859701546 -1.697518e-01 1.310100e-01
## [3117,] -0.5346817707 9.022549e-01 -0.3048605304 -3.182893e-01 3.343863e-01
## [3118,] 1.5865676075 -1.342297e+00 0.0391105254 -7.790776e-01 4.828345e-01
## [3119,] 0.3055288269 5.794296e-01 -1.6139717341 3.675114e-01 -1.177696e-01
## [3120,] -1.2109693608 1.099460e-01 -1.3246053437 -3.251593e-01 -5.359162e-02
## [3121,] -0.3815158519 -4.209701e-01 0.7510115303 7.767148e-01 1.630329e-01
## [3122,] 0.1396973170 7.668263e-01 -0.1834448726 1.430676e-01 6.099959e-01
## [3123,] -0.4538259723 8.036770e-01 0.5972231015 2.294237e-01 6.541601e-01
## [3124,] 0.7170929322 -2.327555e-01 -0.3271600663 -1.837021e+00 1.713157e-01
## [3125,] -0.2395416042 7.440243e-01 0.8090379489 -1.534543e-01 2.368926e-01
## [3126,] 1.4515656810 4.046807e-01 -0.2609286473 5.633903e-01 2.597270e-01
## [3127,] -0.1354194205 -5.533932e-01 1.9464937961 6.441601e-01 -4.829747e-01
## [3128,] -0.8154632060 -3.149613e-01 -0.5667704996 -3.298693e-02 6.117306e-01
## [3129,] 0.9333021306 -4.593848e-01 -1.4018687093 -1.311402e+00 -1.852803e-01
## [3130,] 0.1200184729 -2.293813e-01 0.8793559457 1.077932e+00 9.861473e-01
## [3131,] -0.6771927921 5.434199e-01 0.9557278623 5.774757e-01 -1.337246e+00
## [3132,] 0.2576991983 7.129186e-02 2.0155703301 -4.484766e-01 6.622472e-01
## [3133,] -0.5904968291 4.005134e-01 -0.4627764542 7.413655e-01 6.887076e-02
## [3134,] 2.1518733671 -4.741690e-01 -1.0234666309 -8.732805e-01 6.290451e-01
## [3135,] -0.8213401927 1.008738e+00 0.2838251444 -1.439538e-01 1.773757e-01
## [3136,] 1.6048222877 -8.777711e-01 0.6093767602 -1.181284e+00 -7.637035e-01
## [3137,] -0.5230841358 -8.169643e-01 -0.4527671088 1.560347e-01 1.222634e+00
## [3138,] 0.4135548132 -1.701615e+00 -2.0189296955 -7.371535e-02 -1.489735e+00
## [3139,] -1.3318458818 3.976822e-01 -0.6703554854 -9.677832e-01 1.985400e-01
## [3140,] -1.6378088849 3.071357e-02 -0.7512643515 -4.215377e-02 -1.513699e-01
## [3141,] 2.1371260506 -1.286822e+00 0.9846503351 8.585873e-02 -8.715752e-02
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## [3143,] 0.9906295784 1.279567e+00 -0.9497388717 -4.807518e-01 -5.309190e-01
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## [3151,] 0.1176371195 -2.261697e+00 1.5261824403 -1.335509e+00 1.456197e+00
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## [3164,] -1.0975935669 -1.177080e+00 -0.8049825274 8.321243e-01 1.472633e-01
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## [3979,] 0.1807915634 3.834025e-01 0.5919720400 3.818621e-01 4.478757e-02
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## [3988,] -0.7922668134 -2.766122e+00 -0.5257749733 1.022409e+00 -6.909306e-01
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## [3990,] -0.5452444360 -2.385315e+00 -0.8339236337 1.472749e+00 -4.576208e-01
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## [3997,] 1.1628378361 1.085343e+00 -0.6822230641 -6.857688e-01 -9.941623e-02
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## [4006,] -0.4106082400 -8.467697e-01 0.6724907503 4.157450e-02 8.478128e-01
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## [4097,] -1.2835889439 9.026974e-01 -0.7773249091 -6.644347e-01 -1.578628e-01
## [4098,] -0.1384528143 -3.093150e-01 0.1465624335 -1.910435e-01 -2.109147e-01
## [4099,] 0.3996995501 2.932413e-01 1.8859597426 -1.297152e-01 6.258728e-01
## [4100,] -0.7843127035 -9.106643e-01 0.8311220884 1.378632e-01 -7.863222e-01
## [4101,] 0.4911505541 -3.973794e-01 -0.3057920110 -6.171735e-01 -1.032892e+00
## [4102,] -0.1838692943 -7.488225e-01 0.1992181774 5.076894e-01 6.928642e-01
## [4103,] -0.9424614871 3.963313e-02 -0.3597945031 -7.040349e-01 4.615788e-01
## [4104,] 0.2116730060 1.209652e-01 1.9652587227 -9.829929e-02 1.056452e+00
## [4105,] 0.6379122270 3.507234e-01 1.3416063318 1.148041e+00 1.400100e+00
## [4106,] 1.6415320362 -6.089567e-01 -0.1271514083 3.868497e-01 -9.713756e-01
## [4107,] -0.7980597936 -1.711460e+00 -1.2943813724 -3.407562e-01 1.477208e+00
## [4108,] -1.1828171032 -2.070546e+00 -0.3760582571 3.557880e-01 6.190612e-01
## [4109,] 0.9936846912 3.493464e-01 -1.4079444051 -3.299747e-01 1.929519e-01
## [4110,] 1.4558844179 -1.799910e+00 0.5698923163 1.334604e-01 9.979563e-01
## [4111,] 0.9484802346 -8.467689e-02 1.9446765793 8.393950e-01 -4.512503e-01
## [4112,] -1.5913778221 1.070230e+00 0.6621169853 8.871375e-01 -5.273045e-01
## [4113,] -0.4716793948 -6.346581e-01 -0.1510193262 -1.609054e-01 6.513192e-01
## [4114,] -1.0369674320 2.076676e-01 -0.3164949861 -6.489291e-01 1.410019e+00
## [4115,] 1.4897480926 -4.795362e-01 -1.3152301124 -3.803119e-01 4.935376e-01
## [4116,] -0.8343975813 2.812464e-01 -0.2525213327 8.933723e-01 -1.479957e+00
## [4117,] 0.7318161186 -1.628645e+00 1.9712515169 -3.684236e-01 1.902826e+00
## [4118,] 0.1324648415 2.654201e-01 0.8367592439 3.130157e-01 -1.137632e+00
## [4119,] -0.7035739631 5.937119e-01 0.7673204267 -7.889031e-01 5.914251e-01
## [4120,] 0.9522674183 4.743789e-01 0.4835833734 -1.573636e+00 -1.054348e-01
## [4121,] -0.8493925321 4.260663e-01 0.3600333624 2.449431e-01 5.228348e-01
## [4122,] 0.1185464648 -5.788467e-01 -0.4732573960 -2.383680e+00 3.456300e-01
## [4123,] 1.5699602188 8.435681e-01 0.9727607789 1.545563e+00 -3.534087e-01
## [4124,] -0.7390886225 3.148008e-01 -1.6719450129 1.167311e+00 5.726535e-01
## [4125,] 0.1607295770 5.736980e-01 0.5591909492 3.162886e-01 1.087674e+00
## [4126,] 0.0624595681 2.688491e-01 2.2295401539 -2.367771e-02 6.849494e-01
## [4127,] 2.5370119530 -8.267799e-01 0.3853672890 -1.562173e-01 -3.775376e-01
## [4128,] 2.2711209641 -5.432449e-02 -0.9828711433 -1.326201e-01 -8.549483e-01
## [4129,] 0.1074327270 9.837513e-01 1.4884681777 7.076893e-01 7.580743e-01
## [4130,] -0.9640948615 -4.204213e-01 0.2495012663 3.546642e-01 5.441618e-01
## [4131,] -0.1826312157 -1.647488e-01 -0.2675984040 3.198784e-01 5.278187e-01
## [4132,] 0.6728732608 -5.957008e-01 -0.6609942328 -2.540870e-02 7.602035e-01
## [4133,] -1.0366113481 1.030459e+00 -0.9042467241 -3.525142e-01 -1.653302e+00
## [4134,] 1.5856903090 8.001114e-01 0.4880348462 -2.992251e-01 2.593472e-01
## [4135,] 0.1161194255 -4.235251e-01 -0.9765002650 1.041588e-01 -2.890527e-01
## [4136,] -1.5180213892 8.585533e-01 -0.9794515857 -5.736354e-01 1.180208e-01
## [4137,] -0.3398146702 6.686882e-01 -0.3216091636 1.138498e+00 -1.068136e-01
## [4138,] -0.1378327338 -8.125072e-01 0.9553894158 3.176118e-01 -2.820594e-01
## [4139,] 1.7728894724 -1.735470e+00 -2.1640708361 7.533918e-01 4.497735e-01
## [4140,] -0.0016571964 -3.713274e-01 -0.1913866186 -6.598044e-01 2.382921e-01
## [4141,] -0.0776087464 1.165313e+00 1.0258890995 1.326917e+00 7.097853e-01
## [4142,] 0.4253759845 1.224245e+00 0.2334811672 -1.494587e-01 -1.313252e-01
## [4143,] -0.6376765860 -5.346410e-01 1.3228791675 -1.065788e+00 1.661358e+00
## [4144,] -0.1954598996 -1.855808e+00 0.2127015531 1.568883e+00 1.130597e+00
## [4145,] 0.7353135507 -1.514485e+00 -1.5407857287 8.267021e-01 -1.175206e+00
## [4146,] 0.9230403820 1.207251e-01 -1.0118617134 4.508685e-01 1.381233e-01
## [4147,] -1.4725397222 -1.023907e+00 -0.2782875156 1.339658e-02 -1.366151e+00
## [4148,] -1.0794322174 -1.710292e-01 0.8444273572 -1.466902e-01 1.565530e-01
## [4149,] 0.4227184495 -6.217041e-02 0.7740760595 1.019460e+00 -3.362697e-01
## [4150,] 1.1354872460 -1.170907e-01 0.7553977219 9.141998e-01 5.325215e-01
## [4151,] -0.9289603258 3.706504e-02 0.6122139947 1.893766e-01 -5.199847e-01
## [4152,] -0.8393957281 6.025177e-01 0.1918193890 -3.235935e-01 3.211426e-01
## [4153,] -0.4618348665 1.123757e+00 -1.0049692247 -4.452270e-01 -1.286455e-01
## [4154,] -0.5005750602 -4.909666e-01 0.8311868237 4.914418e-01 -7.276866e-02
## [4155,] -0.5820789540 -5.366923e-02 0.2301415544 6.286490e-01 1.780775e-01
## [4156,] 0.1111618251 -4.267772e-01 -0.6193804943 6.589847e-01 1.120838e+00
## [4157,] -0.6771718638 4.203371e-01 -1.8849898409 5.176342e-01 -1.072264e-02
## [4158,] -1.3950037570 -8.070870e-01 -0.4486674689 -1.668152e+00 6.780908e-02
## [4159,] 1.1132992419 7.015011e-01 0.3348885914 2.026961e+00 -5.983918e-01
## [4160,] 0.5920953509 2.855792e-01 1.1142641907 -5.982902e-01 9.936538e-01
## [4161,] 1.4960792010 -2.764393e-01 0.3292978545 -8.959061e-01 -9.276599e-01
## [4162,] -0.7319759548 -1.046247e-01 0.5511900141 2.220300e-01 -7.717120e-01
## [4163,] -0.6699334599 4.308393e-01 0.0885968176 -7.191282e-01 1.041415e+00
## [4164,] 0.7511936849 5.425106e-01 -0.2488315273 1.165783e+00 -9.230983e-01
## [4165,] 0.5336126404 -1.395430e-01 1.5107227173 1.108793e+00 -7.910103e-01
## [4166,] -1.3239502827 -8.270816e-01 -1.7018795935 -1.203350e+00 3.761975e-01
## [4167,] 1.2445011961 -6.848140e-02 1.0840510518 1.301518e+00 -1.511173e-01
## [4168,] -0.9729879738 -1.719438e+00 -1.1540325234 1.212556e+00 6.519820e-01
## [4169,] -0.1973290036 -5.500436e-03 -0.6632223182 6.307130e-02 -2.434030e-01
## [4170,] -0.4351288302 -4.828157e-01 0.8042077999 1.589827e+00 4.338796e-01
## [4171,] -1.1516848147 -9.014179e-01 -0.4361775333 5.414516e-01 7.798238e-01
## [4172,] -0.2490745714 -1.300822e+00 0.3425256624 -3.010291e-02 -5.076919e-01
## [4173,] -0.2128860715 -3.682389e-01 0.9745779100 -9.247810e-02 -5.832740e-01
## [4174,] -0.7760726775 -1.573606e+00 -1.0275517420 1.425421e+00 6.267414e-01
## [4175,] -1.2478500508 -5.126738e-01 -0.1780235147 -3.473373e-01 -1.046412e+00
## [4176,] 0.1981479612 -6.818323e-01 0.5922047588 3.365706e-01 -4.052919e-01
## [4177,] -1.2390186818 1.503375e-01 -0.1230084206 -2.537592e-02 3.510413e-02
## [4178,] -0.4177766113 5.866407e-01 0.3282123499 1.227854e-02 3.088145e-01
## [4179,] 0.7411696532 7.639208e-01 0.3798683100 6.789422e-01 1.846686e-01
## [4180,] -0.4688039200 6.494683e-01 -1.1606516303 1.335718e+00 -5.372476e-01
## [4181,] -0.8167528303 1.319428e+00 -1.1587921226 5.956108e-01 1.434359e+00
## [4182,] 0.1105255908 -1.955624e+00 0.1136435963 -1.077416e+00 -5.440586e-01
## [4183,] -0.0794633709 -5.107307e-01 0.8033053553 1.023259e-01 -7.100065e-01
## [4184,] -0.2084167205 9.821490e-01 -1.3213444928 1.670344e+00 1.248563e+00
## [4185,] -0.9847859222 -1.670948e+00 0.7560561145 -1.878612e+00 -5.542961e-01
## [4186,] -0.2971638424 -1.060137e-01 1.2093393133 1.332798e+00 -1.996551e-01
## [4187,] -0.6733574825 -2.079076e-01 1.0021011793 -3.846895e-01 -1.148160e+00
## [4188,] -0.5401646865 3.635828e-02 -0.6887409210 2.676740e-01 -1.136351e+00
## [4189,] 0.6599458918 -7.925841e-02 -1.6434808538 7.283112e-01 -1.734774e+00
## [4190,] -0.5237067635 9.936446e-02 0.2855062253 5.937221e-01 -8.749007e-01
## [4191,] -1.7201165229 -7.381319e-01 -1.0288878047 -3.589416e-01 -1.334957e+00
## [4192,] 1.3898019310 1.874523e-01 0.6074186278 -3.374313e-01 7.317522e-03
## [4193,] 0.7496714068 -1.223453e-01 -0.1513138452 1.042523e+00 -9.504350e-01
## [4194,] -1.7040052972 2.855427e-02 -1.0409416939 -1.177543e-01 -1.046125e-01
## [4195,] 0.9264563434 -6.973671e-01 -2.1217603358 -3.183216e-01 -4.953522e-01
## [4196,] 0.0027524623 2.238602e-01 0.4227475103 1.034018e+00 -7.650378e-01
## [4197,] -0.4122209733 1.050291e+00 0.2578862310 3.906014e-01 3.533727e-01
## [4198,] -0.6270609489 -3.837112e-02 0.2462870277 -2.636552e-01 -1.148165e+00
## [4199,] -1.0886844350 -1.823263e+00 -0.8373437225 9.327320e-01 -6.845173e-01
## [4200,] -0.1012122402 3.154065e-01 0.8178447251 6.810958e-01 -1.397596e+00
## [4201,] -0.8331400897 8.240701e-01 0.6612153668 -1.169238e+00 2.013480e-01
## [4202,] -0.0674845666 9.502484e-02 0.7801543412 1.561798e-02 7.188844e-01
## [4203,] 1.8886798887 -3.273055e-01 0.3942926679 -2.134014e-01 -1.411859e-01
## [4204,] -0.7569772041 1.158129e+00 0.3827069457 -1.141315e-02 2.331883e-01
## [4205,] -0.7333656960 3.322208e-01 0.5802092312 4.130547e-01 6.194239e-01
## [4206,] -0.6514746929 -1.035493e-01 0.1557071847 3.241710e-01 2.277222e-01
## [4207,] -0.4500747354 -1.140172e-01 0.9088330348 -1.675949e-01 -8.084101e-01
## [4208,] 0.2147455620 -1.382225e+00 -0.5578399374 2.387427e-01 -4.923379e-01
## [4209,] 0.8815771655 -1.606497e-01 -1.5612217802 -7.510570e-01 -6.377245e-01
## [4210,] -0.2204190142 -2.680006e-02 0.3978034568 1.008625e+00 -7.009860e-01
## [4211,] -0.3777472741 2.080440e-01 -1.4320314404 -1.542882e+00 -8.336424e-01
## [4212,] -1.1047116351 9.701169e-01 -1.8900807568 -8.410868e-02 1.579051e+00
## [4213,] -0.9592896795 3.919123e-01 -0.1511944708 6.559639e-01 -6.588536e-01
## [4214,] -0.3704710210 2.886272e-01 0.3468474311 3.284433e-01 4.172610e-01
## [4215,] -0.9501427705 -4.803854e-01 -2.4637671206 6.414861e-01 5.594029e-01
## [4216,] -0.2172699677 -8.609250e-01 0.9124314842 1.141182e-01 -2.957635e-01
## [4217,] -0.4613534002 -4.351991e-01 0.9891738438 1.199169e-01 -5.951250e-01
## [4218,] -0.1086803196 1.857289e-01 -0.0175320538 -6.893850e-01 -1.560488e+00
## [4219,] -0.6520217502 -1.164368e+00 0.8754071221 -3.898212e-02 -2.973245e-01
## [4220,] -0.5125986181 8.637669e-02 0.0489090411 -4.234455e-01 -1.095028e+00
## [4221,] -0.6007463785 -1.587850e-02 -0.6380058650 -4.614963e-01 6.553021e-01
## [4222,] 1.1978109489 1.305585e+00 -0.5902887319 -1.577072e+00 -8.890078e-01
## [4223,] -0.3569990887 5.259509e-01 0.4871761767 -8.051676e-01 5.120539e-01
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## [4225,] -0.3694663497 -1.289654e+00 1.1878451078 1.615616e+00 -3.753727e-01
## [4226,] -1.3272566250 -2.076709e+00 -0.9339450098 8.790114e-01 6.565215e-01
## [4227,] 2.0296535801 3.382944e-02 0.1961043258 -1.787947e-01 -6.968945e-01
## [4228,] -0.7972173467 4.703748e-01 0.3310658577 -1.410725e-02 -1.273198e-01
## [4229,] -0.9060795921 -2.825086e-01 1.1767082838 -5.539531e-01 9.269142e-01
## [4230,] 1.0854249806 1.790652e+00 -1.3283566487 1.306788e-01 4.425898e-01
## [4231,] -1.1661387452 -6.276879e-01 -1.0539107452 7.864458e-01 9.074296e-01
## [4232,] -0.4360972007 1.641382e-01 0.0118855942 -8.861210e-02 -8.734804e-01
## [4233,] 1.4164965363 7.433408e-01 -2.3611261561 -2.337135e-01 -1.526965e+00
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## [4236,] 2.0343392916 3.409968e-03 0.7348199330 -1.332999e-01 1.204871e+00
## [4237,] -0.9118515990 3.338062e-01 -0.2833052520 -2.846874e-01 -3.535757e-02
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## [4242,] -0.3513852015 7.909274e-01 -0.6178183791 -9.288945e-01 -1.009039e-02
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## [4260,] 2.1611830755 -1.032762e-01 1.0325724686 -5.097855e-01 1.079128e+00
## [4261,] -0.7237555607 -1.802590e+00 -0.2428082498 8.785295e-01 -3.822292e-01
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## [4265,] -0.1944036296 1.396113e-01 -0.7932236019 3.517121e-01 6.294326e-01
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## [4267,] -0.8443622148 -7.255603e-01 -1.0008480237 7.812526e-01 5.825684e-01
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## [4271,] 0.5149453821 6.120480e-01 1.2562981740 1.350866e+00 -6.311069e-01
## [4272,] -0.4876179267 7.334913e-01 -0.8594918658 -1.679796e-01 1.873683e+00
## [4273,] -0.6344037281 -1.515429e-01 1.1940624160 -1.379077e-01 -1.381426e+00
## [4274,] -1.1153279110 -9.731522e-01 -0.7166474686 -6.573058e-01 1.568226e-01
## [4275,] -0.3048471883 -5.619985e-02 -2.0051484560 -1.803446e+00 1.414164e+00
## [4276,] 0.7235158901 1.315683e+00 -0.1674959959 -1.377213e+00 -7.552078e-01
## [4277,] 1.1722235992 1.332177e-01 -0.5597575023 -8.801732e-02 -1.461540e+00
## [4278,] 0.3397103751 1.378190e+00 -0.1202770185 8.916197e-01 4.164756e-02
## [4279,] 1.0234160357 4.175589e-01 -2.3551067197 2.783815e-01 -6.622723e-01
## [4280,] -0.2858866693 6.437941e-01 1.1893470765 6.023540e-01 8.178678e-01
## [4281,] -0.4665198057 -1.425074e+00 -2.0819974997 1.038385e+00 -1.031467e+00
## [4282,] 1.4174239319 -3.178657e-01 -0.1830995040 -4.447719e-02 -1.225128e+00
## [4283,] -0.0664946825 -6.167212e-01 0.9563188305 -1.507043e-01 8.928600e-01
## [4284,] -0.4575794492 -1.786753e+00 0.1661973026 1.998772e+00 2.216264e-03
## [4285,] 1.3796599871 1.599474e+00 -0.8340179806 -8.804214e-01 -1.010211e-01
## [4286,] 1.5846805485 9.225820e-01 -0.6384401929 9.733748e-01 1.391751e+00
## [4287,] 2.2731663193 5.299903e-01 -0.4002205343 1.145785e+00 3.799878e-01
## [4288,] 0.9863694507 4.811035e-01 0.1043880534 -1.791016e+00 5.587388e-03
## [4289,] -0.8028942256 -3.985624e-01 0.0097129552 -1.117480e+00 3.301766e-01
## [4290,] -0.1750396839 2.129976e-01 0.3936076569 7.634285e-01 5.254858e-01
## [4291,] 1.2404112833 3.703303e-01 0.6138989781 -8.152429e-01 -3.681191e-01
## [4292,] -0.0475584337 -2.417119e-01 0.3935713388 8.481293e-01 -4.056412e-01
## [4293,] -0.0104686842 -7.701881e-02 -0.1055564662 1.696810e-01 5.707800e-01
## [4294,] 0.8833997670 -4.612856e-01 -1.6142510959 -1.877607e+00 -1.132766e-01
## [4295,] -1.5500464630 9.012256e-01 0.1598179466 -5.631055e-01 -3.962229e-01
## [4296,] 0.2208272326 -1.057346e+00 0.7488837908 5.380316e-01 -4.552777e-01
## [4297,] -0.6235896721 2.693134e-01 0.8672804792 -9.474288e-01 1.152917e+00
## [4298,] -0.2911755135 5.052794e-01 0.7584722785 1.159906e+00 -1.760450e+00
## [4299,] -0.2329138473 -6.497867e-03 -0.4819962411 8.560425e-01 5.691574e-01
## [4300,] -1.0366325003 1.629102e+00 0.2487329675 5.609192e-01 -9.568028e-02
## [4301,] 0.9196841144 8.809029e-01 -0.6780308984 -8.481518e-01 6.037621e-02
## [4302,] -0.0228863232 1.457457e+00 -0.0210054226 2.346697e-01 4.276551e-01
## [4303,] 1.5533587731 -1.462236e-01 -0.3896959981 -2.814772e-01 -7.655232e-01
## [4304,] 0.7981444866 1.222769e+00 -0.6723663709 -9.309408e-01 -2.025625e-01
## [4305,] 1.1233586888 7.810242e-01 -0.6108870465 -1.301373e+00 7.939813e-02
## [4306,] -0.3073288261 1.640028e+00 -0.5615892221 -7.477734e-01 -7.457574e-01
## [4307,] 1.4637040433 1.146086e+00 -0.2367832201 5.209824e-01 4.684027e-01
## [4308,] 0.4483755462 7.764718e-01 -1.7330618714 -4.483835e-01 1.334071e+00
## [4309,] -0.8814521526 1.025675e+00 1.0106715674 -6.931594e-01 -2.173040e-01
## [4310,] -0.3371890303 -7.230763e-01 0.8984871756 -2.595691e-01 -5.754924e-01
## [4311,] 0.3558895188 -1.108339e+00 -0.5443778686 8.348064e-02 1.226273e+00
## [4312,] 0.2849783620 -2.364101e+00 -1.0367531255 -4.647244e-01 4.011813e-01
## [4313,] 0.2638380049 -4.502799e-01 0.0540213926 9.851041e-01 -8.723902e-01
## [4314,] 1.5083295522 -4.492865e-01 -0.9353364729 -4.705056e-01 6.476371e-01
## [4315,] 0.7221949992 1.386881e+00 -0.8940904898 -8.013927e-01 -2.874845e-01
## [4316,] 1.7232469007 8.900181e-01 0.0419274589 6.019171e-01 5.885667e-01
## [4317,] -1.0028239536 -7.580735e-01 -1.0182052429 2.813563e-01 6.638499e-01
## [4318,] -0.2621154102 -5.753055e-01 -0.3184767481 -1.017101e+00 5.563318e-01
## [4319,] -0.7112384320 -1.918434e+00 -0.5347054119 1.017598e+00 -7.364066e-01
## [4320,] -0.7020210101 -1.336971e+00 0.3360621756 2.760893e-01 -6.442159e-01
## [4321,] 1.8251762074 -6.865582e-01 -1.3024681520 -3.815945e-01 -1.822543e+00
## [4322,] -1.1837470945 9.364804e-01 -0.6367082575 -7.819709e-01 5.133606e-01
## [4323,] -0.7243624647 1.570756e+00 -1.8917167811 -2.488978e-01 7.448825e-01
## [4324,] 0.1136055650 -2.538162e-01 1.1527959392 1.640517e+00 -2.620772e-01
## [4325,] -1.3396777525 -9.852387e-01 0.1669604859 2.803110e-01 3.687641e-01
## [4326,] -1.9748554044 6.708051e-02 -1.7988180476 -1.025025e+00 -4.106112e-01
## [4327,] -0.4384926903 -1.157931e+00 0.5194626801 -1.823367e+00 5.897525e-01
## [4328,] 1.4334732928 4.533955e-01 -0.2801422974 -9.626044e-01 4.637766e-01
## [4329,] -1.1593327540 -3.507263e-01 -1.7253344634 -7.192860e-02 3.459459e-01
## [4330,] -1.1861278264 -5.805010e-01 -1.7202529805 -1.461240e-01 -2.055904e-01
## [4331,] -0.0104268572 -1.755915e-02 0.9407119502 -1.486079e+00 4.929436e-01
## [4332,] -1.3066971890 -4.766799e-01 -0.1857997914 -1.429243e+00 -1.225071e+00
## [4333,] 1.9896560998 3.316851e-01 0.3942982808 1.616909e-01 1.045888e+00
## [4334,] -0.3871205431 -4.343846e-01 0.6005103903 -4.981203e-01 -7.706902e-01
## [4335,] 1.0415502760 8.148649e-01 0.0800802028 -1.701472e+00 -4.414085e-01
## [4336,] -0.7198426497 8.959325e-01 0.5022281191 1.520910e-01 -2.005212e-01
## [4337,] 1.0419977379 6.779258e-02 -0.6690872645 -1.735953e-01 -4.480583e-02
## [4338,] -1.1964561091 -1.990831e-02 0.0340731729 -2.392300e-02 1.511024e-01
## [4339,] -0.6905765246 1.174721e+00 0.2423260918 -8.111586e-01 -5.462789e-01
## [4340,] -0.4083638285 -1.989568e-01 1.7192740897 -1.045999e+00 3.137146e-01
## [4341,] -1.2238927560 4.241836e-01 0.4396733070 -1.048232e+00 -3.100748e-01
## [4342,] -0.4954418497 -1.310626e+00 0.0198351914 1.054174e-01 4.105888e-01
## [4343,] -0.6584724930 -4.264827e-01 0.7520703003 -1.282291e-01 -5.584519e-01
## [4344,] -0.4696252514 7.845878e-01 0.5412038514 -4.151844e-01 1.618671e-01
## [4345,] 0.7504843592 -7.128836e-01 -0.6088933727 -7.470381e-01 -7.274561e-01
## [4346,] 0.0598394303 9.904222e-02 -0.1806151719 -1.218506e+00 2.313629e-01
## [4347,] -0.0345152464 1.199057e+00 1.4529336888 3.726238e-01 1.371513e-01
## [4348,] -0.2097564168 -3.306239e-01 -0.9242085925 6.141778e-02 -4.815701e-01
## [4349,] -0.7297563327 1.196564e+00 0.6382860744 1.220219e-01 8.021919e-02
## [4350,] 2.0307312391 3.332777e-01 -0.2478615897 1.565830e+00 -3.991131e-01
## [4351,] -0.8947956963 -3.893336e-02 1.2828134340 -1.851489e-01 5.941807e-01
## [4352,] 0.4729686818 1.655021e+00 -1.2350803249 4.681877e-01 2.245290e+00
## [4353,] -0.3272066045 -8.711432e-02 0.7490300125 -8.082455e-02 1.461197e+00
## [4354,] 1.7788848102 1.991549e-01 1.1153077767 -1.295375e+00 9.301541e-01
## [4355,] 0.6331686751 1.530572e+00 0.1486759469 1.063229e-01 2.504308e-01
## [4356,] 0.4280151756 -6.145015e-01 -0.5754199735 1.137119e+00 -2.266068e-01
## [4357,] 0.0476959954 3.537323e-01 0.7659247516 -2.107934e-01 7.100202e-01
## [4358,] -0.5936444847 -2.809200e-01 -2.1587271782 6.960547e-01 -3.834034e-02
## [4359,] 1.6166161838 2.374044e-01 -0.0753691511 -7.735211e-02 -1.191948e+00
## [4360,] 0.8669863853 6.731125e-01 1.1080393273 -2.707877e-01 -3.537934e-01
## [4361,] -0.6564234170 9.485077e-01 -0.4446124759 7.242314e-01 1.312286e+00
## [4362,] -1.3242197546 1.206025e+00 0.6437145979 5.221800e-02 -4.402736e-01
## [4363,] 0.1408457359 -1.259609e-01 0.7397006956 1.665348e+00 9.128923e-01
## [4364,] 0.3158500459 -7.581629e-01 2.2701599596 2.537583e-01 -4.831647e-01
## [4365,] -1.3255471965 5.547513e-01 1.3662783510 -9.482250e-01 3.302253e-01
## [4366,] -0.0688168905 7.254531e-01 1.8306108688 8.268858e-01 7.650649e-01
## [4367,] 0.9513166809 5.923184e-02 0.3823896341 -1.763366e+00 1.512044e-01
## [4368,] 0.8053714838 8.042745e-01 -0.1365496542 -1.424471e+00 -5.099794e-01
## [4369,] -0.8509462186 1.555953e-01 0.5024930764 8.077483e-02 8.911017e-01
## [4370,] 1.4902635869 -6.547099e-01 -0.2532088454 2.795269e-01 8.441022e-01
## [4371,] 2.1468902037 1.372965e+00 -0.8709848198 -1.135552e+00 -9.051569e-02
## [4372,] -0.7409075640 -3.573965e-02 -0.2229945298 -6.392679e-02 -1.116370e+00
## [4373,] -0.0248706209 2.974245e-01 -1.5792683562 -1.447856e+00 -1.731510e-02
## [4374,] -0.3256024900 -1.169293e+00 -1.2713927372 -1.661840e+00 -3.493843e-01
## [4375,] -0.6496576077 -1.821301e-01 0.7970552275 -8.269411e-02 -5.235618e-01
## [4376,] 2.1155561185 1.274287e+00 -0.9940025569 -2.951942e-01 5.758528e-01
## [4377,] 0.2227715623 1.136041e-01 0.3758065232 1.277588e+00 9.483786e-01
## [4378,] 0.2757232303 -1.873339e+00 0.5114525391 -1.367906e+00 3.824714e-02
## [4379,] -0.0645443611 1.167895e-01 -0.5229026063 4.537053e-01 2.924212e-01
## [4380,] 2.1737537779 -3.459084e-01 0.2083115469 -6.980578e-01 -6.197350e-01
## [4381,] -0.5490124999 -1.233706e+00 -0.4059549578 7.719223e-01 8.957418e-01
## [4382,] 1.8665890393 -4.123512e-01 0.8883337993 -3.118382e-01 7.169360e-01
## [4383,] -1.3819900073 9.403894e-01 -0.8438963782 -1.920830e-01 -2.609512e-01
## [4384,] -0.1191600467 -1.259553e+00 0.6882637324 -1.555111e+00 9.410283e-01
## [4385,] -0.0626353946 -1.802197e+00 -0.9812329726 1.034798e+00 7.836766e-01
## [4386,] -0.8238823830 -5.543421e-02 0.0064852449 -4.689773e-01 -1.253952e+00
## [4387,] 1.0576719742 -9.705628e-01 -0.1619913028 -9.037107e-01 5.336011e-01
## [4388,] 0.6359959501 5.578261e-01 0.4160537166 1.805260e+00 2.894309e-01
## [4389,] 1.6289477733 7.651495e-01 -0.1069074815 1.168675e+00 -1.184049e+00
## [4390,] 1.2093471382 -1.206113e+00 0.3809853868 -3.348118e-01 -1.630263e-01
## [4391,] -0.6874224276 2.013422e+00 -1.1616185060 1.267093e+00 3.423819e-01
## [4392,] -0.6994317929 -9.382742e-02 -0.2256470193 -1.671528e-01 -1.208558e+00
## [4393,] -0.6994534200 1.516285e-01 1.1059458379 -7.974642e-01 5.640055e-01
## [4394,] -1.5485845795 -5.883029e-01 -1.2027903913 -9.715995e-02 4.421169e-01
## [4395,] 0.6162685530 4.036154e-01 -0.7227923709 3.486963e-01 -1.076385e-01
## [4396,] -0.5694149693 -8.401686e-01 0.9847604879 1.036495e-01 -4.254702e-01
## [4397,] -0.2866586701 -1.050105e+00 -0.7285208682 -1.244126e-01 1.241099e+00
## [4398,] -0.5669928724 7.049313e-01 0.0739824904 -1.507673e-02 1.364153e+00
## [4399,] 0.0150573404 -2.827303e-01 -0.3119302904 2.545379e+00 -5.653804e-01
## [4400,] -0.8040800079 4.151607e-01 1.6590634834 -9.857209e-01 -2.930061e-02
## [4401,] -0.1591222330 -1.575950e+00 1.0990393765 -1.933291e+00 7.054664e-01
## [4402,] -0.3009276763 -7.540160e-01 1.4577371428 8.119116e-01 1.066567e+00
## [4403,] 0.3985112790 1.103179e+00 0.4064745678 3.283974e-01 4.655036e-01
## [4404,] -0.3695451404 1.402721e+00 -0.6656190141 -4.307719e-01 -1.690490e-01
## [4405,] -1.1681771541 -1.756455e+00 -0.3314230342 1.628166e+00 -7.515809e-01
## [4406,] -0.8974412932 -2.278723e-02 0.5155708533 -1.282938e+00 2.043799e-02
## [4407,] -0.0119189912 5.808418e-01 1.1059472455 -2.301153e-01 8.059945e-01
## [4408,] -0.5560417789 -8.261456e-01 0.6478956927 -1.014654e+00 4.834217e-01
## [4409,] -1.6073222130 1.362727e+00 -0.4602206177 -2.355810e-01 -2.724731e-01
## [4410,] -0.3717560110 -1.329988e-01 -0.7306593453 -8.296094e-02 4.252952e-01
## [4411,] 0.4465043547 1.810474e-01 -1.2186629581 -1.906986e+00 -3.558573e-02
## [4412,] 0.2853115634 -1.120604e-01 1.3664829661 1.548362e+00 -2.249779e-01
## [4413,] -0.8472858664 -3.341762e-01 -0.8236562567 5.670764e-01 3.382465e-01
## [4414,] -0.5697121714 -3.005355e-01 0.8282376868 -1.485114e-01 -4.667911e-01
## [4415,] -0.5598304372 -2.424958e+00 -0.8851998103 1.495406e-01 -6.819016e-01
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## [4417,] -0.8750425367 6.434751e-01 -1.0643710152 1.111787e+00 -5.126859e-01
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## [4426,] -1.6604067791 -1.573230e+00 -2.2396627952 1.582876e-01 1.599736e+00
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## [4431,] -0.3578468250 1.412753e+00 -0.7354370590 1.176807e+00 1.216862e+00
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## [4433,] -0.0558718789 -1.171084e-01 2.3685521624 -5.565144e-01 8.409482e-01
## [4434,] 0.3765804890 -4.863025e-01 0.8740633382 1.769472e-01 8.987100e-01
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## [4442,] 0.2881394934 1.381219e-01 1.1756453956 -2.367817e-01 -1.028158e+00
## [4443,] 0.0471600855 9.237616e-02 0.0847999194 2.218747e+00 -1.818370e-01
## [4444,] 0.6130215060 8.757891e-01 -0.2837639716 -1.188977e+00 1.745784e+00
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## [4630,] -1.6870516735 -4.201562e-01 -0.2276860577 -9.170073e-01 7.550722e-01
## [4631,] -0.2725915451 3.699973e-03 -0.3223242383 2.019327e-02 -7.044768e-01
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## [4634,] -0.7353865825 -9.670588e-01 1.0105829982 -4.114495e-01 -5.403821e-01
## [4635,] -0.9733385954 1.797463e+00 -0.0228545721 9.629375e-02 -4.615928e-01
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## [4642,] -0.9252282548 1.532624e+00 0.0094153630 6.163773e-01 -7.180470e-02
## [4643,] 0.0934711091 2.001938e-01 -0.0210207577 1.844742e+00 9.993322e-01
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## [4646,] -0.7547886843 6.855513e-01 -0.1764395370 9.014467e-01 -2.473292e-01
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## [4648,] -0.5088722176 -7.404224e-02 0.8096940413 7.765466e-01 -9.385199e-01
## [4649,] -1.1254644157 6.740209e-01 1.3362631799 -8.254743e-01 1.350191e-01
## [4650,] 0.2075589817 4.304994e-01 -0.4955285863 1.362982e+00 7.982641e-01
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## [4652,] -1.1235812324 5.578187e-01 0.6438346550 -1.061437e-01 2.299724e-01
## [4653,] 1.4242418774 3.811285e-01 -1.8972058682 -6.299701e-01 -8.353053e-01
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## [4655,] 1.9170797636 -1.061102e-01 -0.1398395431 4.234816e-01 5.161096e-01
## [4656,] -0.6070528179 1.361448e-02 -1.2149708439 4.096490e-01 3.913274e-01
## [4657,] -0.2042443519 6.183409e-01 -1.4736009824 5.448140e-01 -5.249192e-01
## [4658,] -0.9761125823 7.891130e-01 -0.2622974669 -1.385040e-01 1.214738e+00
## [4659,] -0.4916329712 1.228718e+00 -1.5508134065 2.154740e-01 9.618261e-01
## [4660,] -1.1517163592 -3.150309e-01 -1.3344598637 5.928758e-02 3.355746e-01
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## [4662,] -0.8468186923 5.653974e-01 -0.3611807344 3.441422e-01 1.161706e+00
## [4663,] 1.2047196048 -7.372223e-01 1.7439717423 7.327385e-01 1.542021e-01
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## [4665,] 2.2537243823 3.867217e-01 -1.6630966714 6.684415e-01 5.895176e-01
## [4666,] 0.6470370875 3.173611e-02 -0.0345225964 9.794325e-01 9.075033e-03
## [4667,] -0.3689293828 2.883159e-01 1.2415488909 -7.217943e-02 -1.086688e+00
## [4668,] 0.9290207987 3.147230e-02 -0.2863758763 -5.938441e-01 -1.681097e-01
## [4669,] 0.5444604470 3.481627e-02 -0.3141960316 1.060751e+00 -5.654330e-01
## [4670,] -1.8012795717 1.258850e+00 -1.1253546891 -1.341118e+00 -1.065480e+00
## [4671,] -0.4759201910 -9.301813e-01 0.2142770661 -5.302299e-01 9.608862e-01
## [4672,] 1.5428882304 8.445025e-01 -1.0992411339 1.478067e+00 -2.325279e-01
## [4673,] 1.4178864532 -4.295077e-01 -0.6536452718 -5.911840e-01 5.800337e-01
## [4674,] 0.5020944649 4.915478e-01 -2.3950159190 -1.361770e+00 1.190458e+00
## [4675,] 1.3311799571 -1.144086e-01 -0.2641608655 -2.776543e-01 -1.126764e+00
## [4676,] 0.1962525109 1.584215e-01 1.4197256194 -9.017391e-02 -1.367562e+00
## [4677,] -0.8396030134 -2.326765e-01 1.2045968391 -1.521794e+00 5.429004e-01
## [4678,] -0.4246854942 -1.092364e+00 0.5364329131 5.776188e-01 -5.105160e-01
## [4679,] 0.4802909692 -1.544834e+00 -2.5037474867 -1.265733e-01 2.654060e-01
## [4680,] 0.5769828107 -1.107726e+00 1.4494715774 2.584376e-02 9.057109e-03
## [4681,] 0.4210296830 -1.516283e+00 0.1265542356 -9.335715e-01 4.385356e-01
## [4682,] -0.2942717137 3.983784e-01 0.1526396883 1.468540e-01 1.256301e+00
## [4683,] -0.6995154454 -2.983301e-01 -0.0122182515 8.772777e-01 7.103984e-01
## [4684,] 2.0428667313 -4.520400e-01 0.4959265347 -1.651641e-02 -7.176075e-01
## [4685,] -0.9214548484 -3.929425e+00 -0.2659595346 9.566732e-01 -8.188900e-02
## [4686,] -0.3315208012 -1.595581e-02 1.4351590505 -1.522726e+00 2.389345e-01
## [4687,] -1.0239094483 1.123051e+00 -0.6235677163 4.796953e-02 -5.159443e-01
## [4688,] -0.7419885045 -6.801534e-01 1.0797269899 -1.726806e-01 -5.801111e-01
## [4689,] 1.3656296874 3.879612e-01 -0.2702936939 2.249427e-01 -3.405645e-01
## [4690,] -1.1907332901 -4.785037e-01 0.2162029016 -3.098264e-01 -1.135778e+00
## [4691,] 2.0128493089 3.634758e-01 -0.3151701443 3.763434e-01 -8.428274e-01
## [4692,] 0.0223202762 2.972548e-01 0.8761572334 -1.044807e+00 -1.410804e-01
## [4693,] -0.3595013611 -4.115105e-01 -0.5148235425 4.232624e-01 6.761646e-01
## [4694,] -0.5940603995 3.227227e-02 0.9928909542 -1.066354e+00 3.771816e-01
## [4695,] 1.5599637879 -1.150444e+00 -0.7593538695 4.765531e-01 1.850401e-01
## [4696,] 0.7915608933 -2.384751e+00 0.5374859901 -3.420646e+00 1.198946e+00
## [4697,] 0.5667480912 1.043499e+00 0.3115103491 -3.388619e-01 5.045317e-01
## [4698,] 0.9084379616 -1.380878e+00 -1.9247643063 3.068618e-01 -1.044170e+00
## [4699,] -0.8723960736 1.205233e+00 0.9553758111 -2.988920e-01 -2.740390e-01
## [4700,] -1.6899055433 -7.691624e-01 0.6634699912 -1.002928e+00 1.807912e-01
## [4701,] 0.7093596125 2.894599e-01 -0.0613293373 7.487184e-01 3.780873e-01
## [4702,] -0.6507293023 -5.907839e-01 0.2533300956 4.585979e-01 5.512537e-01
## [4703,] -0.7041874074 2.339012e-01 0.1661710333 9.646817e-02 -1.166811e+00
## [4704,] -0.5595312441 9.599094e-01 0.3292607570 3.835884e-03 -1.150951e-01
## [4705,] -0.9828129409 4.173958e-01 1.3306226068 -3.711512e-01 4.073987e-01
## [4706,] 2.5662958821 -1.195999e-01 1.2675249257 -2.260119e+00 4.869858e-01
## [4707,] -0.2777582986 1.015282e+00 0.2990083195 3.309060e-01 4.974407e-01
## [4708,] 1.4071535662 -4.600687e-01 -0.1930840667 -6.494596e-01 -1.032473e+00
## [4709,] -1.6131929415 -1.478967e+00 0.2137775477 5.144577e-01 9.251438e-01
## [4710,] 0.3802712286 -1.974587e+00 -0.0726049087 -1.087174e+00 5.535552e-01
## [4711,] 0.4288767367 -8.465754e-01 1.0335479190 2.431077e-01 1.208500e+00
## [4712,] -0.0793008782 -5.272421e-01 2.1814096469 4.524750e-01 -3.231083e-01
## [4713,] -0.9536558143 -6.155018e-01 0.4653854353 -1.310439e-01 -4.872569e-01
## [4714,] -0.5530853509 5.819570e-01 0.4875903283 6.424105e-01 -1.360744e+00
## [4715,] -1.0536396763 9.904992e-01 0.7804042612 4.424666e-01 1.818414e-01
## [4716,] 0.9764751950 8.027567e-01 0.0382486852 1.788247e+00 2.375570e-01
## [4717,] 1.6027462888 -1.818811e+00 -1.4971858535 -2.076750e-01 6.078870e-02
## [4718,] 2.2420828511 -5.625557e-01 0.4929871142 9.335920e-01 1.003592e-01
## [4719,] -0.4279108189 -6.089437e-01 0.0605720461 1.035259e+00 -4.073785e-01
## [4720,] -0.7489493450 1.512813e+00 -0.2118542909 1.533121e-01 1.060876e+00
## [4721,] -0.0158155999 6.394608e-01 1.5580063579 6.901433e-01 9.235772e-01
## [4722,] 0.7791614821 -1.598287e-02 1.8375869601 7.202483e-01 1.009293e+00
## [4723,] -1.3160396390 -1.369863e+00 0.3039956107 8.341349e-02 5.313139e-01
## [4724,] 0.0558617922 5.617446e-01 0.9276194022 5.415794e-01 9.396456e-01
## [4725,] -0.9896039605 -5.455941e-01 0.6609824621 -2.787724e-01 -5.266866e-01
## [4726,] 0.3968665509 1.361979e-01 0.4703415254 2.741581e-01 -1.102985e+00
## [4727,] -0.9213139965 6.601556e-02 0.5347641301 3.213287e-01 -7.348653e-01
## [4728,] -0.3075378169 -5.998891e-01 0.9153761360 -2.682278e-02 -6.010877e-01
## [4729,] 0.9228306017 7.939276e-01 -0.1700574663 -3.828303e-01 3.716485e-01
## [4730,] -0.5402857129 -3.715698e-01 0.0101251009 1.336230e+00 -1.290192e+00
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## [4734,] 1.5467716526 -4.233913e-02 -0.4165147262 1.236733e-02 8.163692e-01
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## [4737,] -0.7849213258 -1.011670e+00 0.1396615435 7.870160e-01 -1.025213e+00
## [4738,] 1.5740093508 -2.261328e+00 -0.6018246475 -1.609967e+00 1.415533e+00
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## [4744,] 1.6928579383 1.090611e+00 -0.8488697071 -3.886515e-01 5.687662e-01
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## [4747,] -1.6604038188 -1.957145e-01 -1.2998702992 -2.462778e-01 -6.242114e-03
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## [4750,] 1.2229229160 -5.726120e-01 -0.7484552997 -1.830130e+00 2.164475e+00
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## [4753,] -0.2033262128 -5.416722e-01 -0.0845248468 -5.422117e-01 6.113847e-01
## [4754,] 2.2777686671 -2.697117e-01 -0.3639056679 -7.069058e-02 -2.927701e-01
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## [4758,] -0.6418530100 -5.163691e-01 1.3450141440 -4.119789e-01 -6.415773e-01
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## [4789,] -0.4554514062 -1.876793e+00 -0.8351512450 6.030987e-01 -7.341771e-01
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## [4794,] -1.0296761845 9.818282e-01 0.4462640799 5.996763e-01 4.736848e-01
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## [4984,] -1.0887838782 -9.566719e-02 0.8484759405 -3.970927e-02 3.961049e-01
## [4985,] 1.0899196290 4.878216e-01 -0.6124809311 -2.288073e-01 4.011678e-02
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## [4987,] -1.1997239258 -8.027756e-01 -0.3106136506 1.256019e+00 -8.829240e-01
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## [5027,] -0.9685776664 3.883789e-01 -0.7994913677 -6.839251e-01 2.591445e-02
## [5028,] -0.7291875105 1.549545e+00 -0.9709940302 -7.424794e-01 -6.078377e-01
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## [5031,] 0.1988655918 -5.206239e-04 1.4568808935 1.145070e+00 -3.369140e-01
## [5032,] 0.6800426038 1.646875e-01 0.6857989978 -1.876833e+00 -1.739039e-01
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## [5035,] -0.5341754270 4.940109e-01 0.9672703532 9.737472e-01 -1.453319e+00
## [5036,] -0.3506113924 -3.413788e-01 0.6325459170 4.950972e-01 -5.039062e-01
## [5037,] -1.8441293164 1.155852e+00 -2.7245809586 -4.030219e-01 1.119564e+00
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## [5039,] -1.0285124070 1.683526e-01 0.7226906951 -1.074812e+00 2.472475e-01
## [5040,] -0.3054665166 1.280877e+00 0.4059278625 1.284675e-01 8.034178e-01
## [5041,] 2.1301230343 -1.402596e-01 0.6470763549 -6.566277e-01 2.150784e+00
## [5042,] -0.4662118691 -1.736525e+00 -0.1462264632 1.204918e+00 -7.049599e-01
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## [5044,] -0.7058446748 -1.597768e+00 0.1510021072 1.111083e+00 -7.711447e-01
## [5045,] 1.6881110258 3.429348e-01 0.3012913259 -1.333592e-01 9.083015e-01
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## [5051,] 0.8508818984 6.649962e-01 -0.1463505050 -8.970428e-01 7.557577e-02
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## [5054,] -1.3493594463 5.236592e-01 -0.3221257897 -1.215458e+00 -1.837992e-01
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## [5058,] -0.7973393600 -1.049187e+00 -0.5845552237 2.361833e+00 6.633086e-01
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## [5064,] 0.0367928039 4.265094e-01 -0.5971843849 3.656457e-01 1.586491e+00
## [5065,] 1.4433903527 7.360810e-01 0.6413286124 -2.329107e-01 5.102902e-01
## [5066,] 0.0853976108 1.694904e-01 1.0584288997 -5.467442e-01 2.378354e+00
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## [5069,] -0.7828975602 1.153743e+00 1.0127754033 -3.281860e-01 -1.376150e-01
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## [5076,] 1.3585221846 9.045797e-01 -1.7116423861 -6.838369e-01 1.554881e-01
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## [5152,] -0.9975238396 -5.836205e-01 0.5959730280 -2.383313e+00 -2.928327e-01
## [5153,] -1.0178948488 -3.827958e-01 -0.0674175998 5.504935e-01 -8.771367e-01
## [5154,] 0.3893994782 4.814462e-01 1.3273051683 -6.091330e-01 8.657652e-01
## [5155,] 0.2989325368 -5.755781e-01 -0.4225432191 3.036326e-02 7.016602e-01
## [5156,] -0.0287084854 -7.718064e-01 0.6024508415 -2.983071e-02 7.190091e-01
## [5157,] 0.0548542603 -7.890360e-01 0.9568851887 5.248441e-01 -1.431137e-01
## [5158,] 2.3034720721 -7.317765e-01 -0.5738893893 -7.024077e-01 -9.017614e-01
## [5159,] 0.8415553611 3.921731e-02 0.1190640292 -9.876262e-01 -1.519183e+00
## [5160,] 1.5345183474 1.503661e-01 -1.0891111523 -8.923193e-01 -7.725772e-01
## [5161,] 0.7347666124 3.019791e-02 1.5996706855 6.701727e-01 6.539942e-01
## [5162,] -0.2440346335 1.718716e+00 0.5043245604 1.829059e-01 -2.107051e-01
## [5163,] -0.1812983114 -4.369373e-01 -0.1673274405 7.357283e-01 1.221935e+00
## [5164,] -0.5685376425 -8.453161e-01 1.5069992396 -5.372788e-01 8.078149e-01
## [5165,] -0.5505032978 -2.493533e-01 0.6477906014 7.901154e-02 -2.869656e-01
## [5166,] -0.0178789026 -5.904277e-01 0.1535085350 -2.223614e-01 -4.695157e-02
## [5167,] -0.8484890617 1.277333e-01 -0.0173444540 3.220141e-01 -9.118781e-01
## [5168,] -0.4222438369 1.171496e+00 0.5943462577 7.150471e-02 -3.061898e-03
## [5169,] -0.7232637471 1.174320e-01 -0.4260927983 3.668725e-01 4.854582e-01
## [5170,] -0.5414440345 -3.599248e-01 0.0648998314 -3.095602e-01 1.308548e+00
## [5171,] 0.7128278977 -2.452422e-01 0.2690635995 -1.855063e+00 -6.181845e-02
## [5172,] -1.2020910425 4.610517e-01 -1.2291204093 -2.845113e-02 -2.281930e-01
## [5173,] -0.5455932616 7.463030e-01 -1.4218873711 1.319455e+00 3.571932e-01
## [5174,] -0.6308211679 -5.834961e-01 -0.2487874263 -1.698189e-01 6.995201e-01
## [5175,] 0.1673418038 9.833976e-01 0.3360693742 6.670036e-01 8.033250e-01
## [5176,] 0.3074458797 -7.099923e-01 -2.4805635579 -1.508844e+00 8.761776e-02
## [5177,] -0.3548716269 -3.948743e-01 0.5149268836 -7.432532e-01 -1.199877e+00
## [5178,] -2.2154520700 1.349903e+00 -1.2332538334 -1.340889e+00 -1.181226e+00
## [5179,] -0.9514820919 -5.852769e-01 0.6594494002 -7.027278e-01 -9.759334e-01
## [5180,] -0.2722699664 -1.668603e+00 0.5866212682 1.702071e+00 -5.743881e-01
## [5181,] 0.1469679869 1.621642e+00 -1.3111249900 1.116103e+00 1.336412e+00
## [5182,] -0.5442600795 4.310984e-01 1.4012952622 -8.883853e-01 5.404152e-01
## [5183,] 1.5744816773 -2.134611e-01 -1.0880816072 4.740053e-01 9.688440e-01
## [5184,] -0.5373372300 -4.109013e-01 0.6509169214 4.577655e-01 -5.815061e-01
## [5185,] 1.1208333496 -3.429535e-02 -0.3482976833 -6.716815e-01 -9.431104e-01
## [5186,] 1.1304993999 -3.287761e-01 -1.8108945855 -7.533681e-01 -3.073138e-02
## [5187,] 1.5342921286 1.559679e+00 -0.4882721456 -8.532939e-01 -3.273202e-01
## [5188,] -0.8486066063 -7.760774e-01 -0.5097614737 1.202129e+00 5.534185e-01
## [5189,] 1.0091798185 3.575556e-01 -0.4597949770 5.505495e-01 -7.802462e-01
## [5190,] -0.2544549774 6.119246e-01 -1.2054872165 1.374832e+00 2.513187e-01
## [5191,] -0.4683991279 -6.106296e-01 0.5201839096 -1.542470e-02 -3.724348e-01
## [5192,] 1.5406438461 4.462480e-01 0.0777124304 2.379269e+00 7.556898e-01
## [5193,] 0.0556892880 5.023953e-01 1.3432924497 3.249330e-01 9.951493e-01
## [5194,] 1.3851537659 5.333917e-01 -1.3156241824 -1.302875e+00 1.758644e+00
## [5195,] 0.4200323574 7.515278e-01 -0.8798267876 4.540540e-01 3.383596e-01
## [5196,] 0.4176384921 -6.559830e-01 1.5776399287 1.709990e+00 1.288509e-01
## [5197,] 0.9943708893 4.828397e-01 -0.4941401957 -2.087628e-01 4.485416e-01
## [5198,] 0.1492344537 8.397294e-01 1.1555445913 -9.554687e-01 -1.162910e-02
## [5199,] -1.5256393781 -1.698266e-01 0.1834659569 -6.167284e-01 -5.845070e-01
## [5200,] 0.2323923163 1.262488e+00 -0.8822434267 -3.791821e-02 -4.314064e-01
## [5201,] -1.3891913740 1.769534e+00 -1.5534298756 -6.763968e-01 2.584604e-01
## [5202,] 0.0435592745 -5.704603e-01 2.2259937276 3.673151e-01 -5.518944e-01
## [5203,] -0.5237208367 5.767437e-01 0.2280889365 2.740305e-01 6.443445e-01
## [5204,] -0.0671465249 -2.107368e-01 -2.5063503850 -1.075741e+00 -2.341653e-01
## [5205,] 0.5250828960 -7.124106e-01 0.3682861609 5.428385e-01 1.151101e+00
## [5206,] -0.4706094922 -6.133679e-02 0.7284305535 -5.321443e-01 9.366151e-01
## [5207,] 0.3801056678 6.483763e-01 -1.8471390840 -2.526553e+00 -6.229112e-01
## [5208,] -0.5645966266 -9.054491e-01 -2.7195384848 -2.995487e+00 -9.640458e-01
## [5209,] -0.3849922854 -2.006099e+00 0.9298357224 -1.504850e+00 7.502765e-01
## [5210,] 0.4436890822 5.182323e-01 1.1218483490 -5.799283e-01 3.986891e-01
## [5211,] 2.1938117122 -1.255245e-02 0.4251178425 3.059829e-01 -6.360115e-01
## [5212,] -0.0084644212 -6.517461e-01 -1.5302125098 5.280132e-01 -1.160828e+00
## [5213,] 0.8016668150 -2.618170e-01 -0.9577611095 -4.918508e-03 -9.469270e-01
## [5214,] -0.8774356257 -3.512599e-01 0.2702413161 -1.137988e+00 5.165715e-01
## [5215,] -0.4466585180 5.994164e-01 0.6241294096 2.980306e-01 -1.421848e+00
## [5216,] -0.1926397043 -1.212037e+00 0.8344017596 -6.984526e-01 5.875531e-03
## [5217,] -0.0310140818 1.309806e+00 -0.5352222591 1.083563e-01 1.849567e+00
## [5218,] -1.0050096267 -8.591738e-01 1.0896022571 -4.366224e-01 -6.259682e-01
## [5219,] 0.2856720726 -2.940814e-01 0.2616773245 6.403627e-01 -1.073287e+00
## [5220,] 1.6138841696 -2.694953e-02 -0.2117387861 2.372139e-01 7.379698e-01
## [5221,] -1.2153006508 1.918335e-01 -0.3333511480 9.114157e-01 2.786806e-01
## [5222,] -0.1093990208 -1.811376e+00 -0.3871349464 1.484326e-01 -7.052407e-01
## [5223,] -1.0164363991 -8.043528e-01 -0.1306093298 -1.170014e+00 -9.321136e-01
## [5224,] 0.3512795279 -2.263312e-01 -0.1138101318 9.795766e-01 -5.795176e-01
## [5225,] -0.7923132379 -8.665340e-02 0.8208967203 -8.932124e-01 5.432824e-01
## [5226,] 0.5360999393 3.766242e-01 -0.4885664935 -1.111885e+00 3.437624e-01
## [5227,] -0.1316386973 9.939255e-02 -0.2599450429 2.085749e-01 5.282205e-01
## [5228,] -0.7777991622 1.096134e+00 0.8101298416 -9.550863e-01 3.474485e-01
## [5229,] -0.3494070000 -2.013601e-01 0.3244272970 6.102580e-01 -3.681791e-01
## [5230,] -0.3963950266 -7.166756e-01 0.1135492543 -7.822074e-01 4.998023e-01
## [5231,] 0.9304252545 9.460681e-01 -0.2258525412 -1.046428e+00 -4.758393e-01
## [5232,] -0.9857036598 1.298317e+00 -0.3389600390 -1.051617e+00 -2.607490e-01
## [5233,] -0.7438322404 5.919753e-01 -1.2456580188 -4.328592e-01 1.942754e+00
## [5234,] 0.5100809995 -4.965711e-01 0.1538667195 1.424706e+00 8.201710e-03
## [5235,] 1.2562281619 3.275196e-01 1.3161258911 6.844177e-01 -7.279513e-01
## [5236,] -1.0981517471 -1.935140e-01 -0.2552473496 -7.360218e-01 -1.585528e-03
## [5237,] 0.7767352719 1.117959e+00 1.1598263936 1.335078e+00 7.407330e-01
## [5238,] -1.2928229598 1.564987e-01 1.9184791840 -6.772817e-01 2.408048e-01
## [5239,] -0.2588799383 1.227376e-01 0.3164576184 -2.688421e+00 -4.648876e-01
## [5240,] 0.5269102828 -3.989709e-01 1.8526453089 1.164736e+00 -7.120219e-01
## [5241,] 0.0295063008 1.304190e+00 0.3496828131 2.076474e-01 -4.717805e-01
## [5242,] 1.1647954346 -5.310702e-01 0.6344009441 1.133431e+00 1.334650e+00
## [5243,] -0.9701196836 -1.550009e+00 -1.4363515645 7.539387e-01 6.179379e-01
## [5244,] -0.5806149341 -7.820969e-01 -0.0166498262 -3.414681e-01 -6.927421e-01
## [5245,] -0.7442138255 1.252465e+00 -0.1262031922 -1.284804e+00 -3.556193e-01
## [5246,] 0.6277479655 -1.721225e-01 0.8837518536 9.659805e-01 -2.334736e-01
## [5247,] -0.4032846325 -1.090919e+00 -0.4556613951 1.457011e+00 -2.339632e-01
## [5248,] -0.7315226079 -2.038088e-01 0.6534662210 -3.748128e-01 -1.040949e+00
## [5249,] -0.4302841509 8.204417e-01 -0.5708374964 -8.455720e-01 2.260390e-01
## [5250,] -2.0167197423 -1.449109e-01 0.0351740532 -1.237833e+00 -3.550260e-01
## [5251,] 1.8919897286 6.076933e-01 0.7842306670 1.378549e-01 7.052610e-01
## [5252,] -0.5945704058 4.509515e-01 -0.5368873631 1.330349e+00 -4.423001e-02
## [5253,] 2.2542203512 4.485849e-01 -1.1499844939 1.190168e+00 8.289288e-01
## [5254,] 0.7801345151 1.125424e+00 -1.0058779026 -9.082047e-01 1.433900e+00
## [5255,] 1.7102320698 -2.140466e-01 -0.5775578390 -5.763028e-01 -9.656599e-01
## [5256,] -0.2595910805 9.343329e-01 -0.8184970714 -3.018391e-01 1.740503e+00
## [5257,] -0.7452703114 7.676365e-01 0.0679329627 -6.030482e-01 8.318282e-01
## [5258,] 1.3756031247 -1.153908e-01 0.4021167439 1.516058e-01 -7.790000e-01
## [5259,] 0.7936103293 1.587343e+00 -0.5377299504 -8.135573e-02 -1.061709e+00
## [5260,] 0.7062009102 3.350161e-01 0.4805710174 4.890077e-01 -6.715925e-01
## [5261,] -0.4483886260 1.123310e+00 -0.0756368281 6.651966e-02 1.976557e-01
## [5262,] 0.4902983690 -8.746333e-01 -0.9920646722 -7.301478e-01 -1.908846e+00
## [5263,] 0.3055715271 -2.755410e-01 -0.1795073888 1.761587e+00 6.756966e-01
## [5264,] 0.7268624364 3.515968e-01 -1.8940316670 -8.640047e-01 -2.203232e-01
## [5265,] -0.7009522828 1.144369e+00 -0.2442844868 -2.566673e-01 1.564634e-01
## [5266,] 2.5200037106 7.121836e-01 0.6223942142 5.387815e-02 2.991184e-01
## [5267,] 2.2899985274 3.581178e-01 0.6548593321 -7.245096e-01 1.238232e+00
## [5268,] 1.0574674753 4.761126e-01 0.1084586885 -4.414472e-01 2.710972e-01
## [5269,] 0.3754750917 1.576533e+00 0.1460441608 2.923873e-01 -1.031366e-01
## [5270,] -1.7831258268 -1.347041e+00 -1.0528872963 -4.124359e-01 2.160985e-01
## [5271,] -0.4579976978 8.473663e-02 0.1549428395 4.641635e-01 -9.652486e-01
## [5272,] 1.9242809491 -1.070222e+00 -0.9473329718 1.391245e+00 -1.009592e+00
## [5273,] 1.0136407981 -1.309411e+00 -2.0286913071 1.001316e+00 -1.187038e+00
## [5274,] -0.9637311327 1.816416e+00 -0.4382493593 9.791423e-01 -3.325863e-01
## [5275,] 2.0184598036 -3.833726e-01 0.1990845284 -5.857338e-02 -8.377852e-03
## [5276,] -1.3869768474 6.499998e-01 0.3222738548 -6.258442e-01 -7.175502e-02
## [5277,] 0.3423796644 2.746489e-01 -0.0871095051 4.445448e-01 -4.134234e-01
## [5278,] -0.7591169681 -6.399176e-01 -0.7948037570 3.004471e-01 1.001084e+00
## [5279,] 0.3709579969 -9.079547e-01 -1.1146802470 -1.223504e+00 -1.434399e+00
## [5280,] 1.9735740182 1.505669e-01 0.7320504654 4.883368e-01 -7.516782e-01
## [5281,] -1.8389429638 9.799726e-01 -1.2911593970 -2.384884e-01 5.363887e-01
## [5282,] 0.3945888540 3.281488e-01 -0.1256676982 2.998865e-01 1.724380e+00
## [5283,] 0.6346381444 5.506505e-02 1.1358275593 -1.497571e-01 -1.051733e+00
## [5284,] -1.5661706389 9.992664e-01 -1.1113822370 -6.380996e-01 1.180995e+00
## [5285,] -1.0597716420 -5.415178e-01 0.7996131377 -2.280520e-01 4.471061e-01
## [5286,] 2.0060192537 3.528134e-01 0.4010871598 5.372828e-01 -1.074733e+00
## [5287,] 1.9226353920 1.066946e+00 0.4830123448 -4.493085e-01 1.074159e-02
## [5288,] -0.4796812235 7.037204e-01 0.1569593781 -1.360128e+00 4.576897e-01
## [5289,] -0.9871027806 -5.888870e-01 1.1555596801 -7.663726e-02 3.688459e-01
## [5290,] -1.1036221338 -9.053334e-01 -0.3488019122 -7.134545e-01 3.450842e-01
## [5291,] -1.2777588678 5.134644e-01 -0.2219874025 1.441944e+00 -1.043421e+00
## [5292,] 0.7120422697 5.801763e-01 -0.6572175889 -7.648885e-01 2.259092e-01
## [5293,] -0.7703424031 -8.247126e-01 1.4720252393 -9.419083e-01 -7.094796e-01
## [5294,] 0.4748473361 8.601141e-01 0.2414214340 8.761161e-01 -1.120377e+00
## [5295,] 0.0408133596 2.156900e-01 -0.3998271782 7.886655e-01 -3.134052e-01
## [5296,] -1.3924219742 7.815681e-01 -0.4439616180 -7.664432e-01 -4.417730e-01
## [5297,] -2.1335822923 7.107413e-01 -0.5293403277 -1.801458e+00 -8.033208e-01
## [5298,] -1.5503249117 -1.926551e+00 -2.5221898416 8.658623e-01 5.009618e-01
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## [5300,] 0.7581131384 1.374232e+00 -1.0053807538 -8.258268e-01 -2.021775e-01
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## [5304,] 1.9808489431 3.299843e-01 0.4623340825 3.210426e-01 -1.055999e+00
## [5305,] -0.4771653154 -3.284669e-02 0.5850497050 3.251925e-01 -1.160530e+00
## [5306,] 1.4088432305 1.014900e+00 -0.3138745526 -5.175459e-01 -2.959689e-01
## [5307,] 0.3062342404 1.076642e+00 1.6155318116 5.585820e-01 4.725185e-01
## [5308,] -0.6629071328 4.689389e-01 1.6437390509 -8.875901e-01 4.575145e-02
## [5309,] 0.3797527926 -2.542307e+00 -1.0545079317 1.575636e-01 6.608549e-01
## [5310,] -0.9316180002 -1.041085e+00 -1.3506204335 1.131697e+00 3.385628e-01
## [5311,] 0.4365466048 2.634886e-01 0.4798506284 1.725821e+00 -7.130219e-02
## [5312,] -0.3355375460 -7.850028e-01 0.9339882473 -9.957616e-01 4.495477e-01
## [5313,] -0.6823861267 2.352225e-01 0.1010051476 8.511765e-01 -8.000511e-01
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## [5315,] 1.1353947320 4.468619e-01 1.3678224549 1.483904e+00 -6.508864e-01
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## [5317,] -0.6174684989 1.093828e+00 0.4665775823 8.106227e-01 -6.817151e-01
## [5318,] 0.3422065441 8.996067e-02 0.6218430957 -9.830590e-02 -1.027489e+00
## [5319,] 1.1880654702 1.190240e-01 -1.5692721977 -1.056526e+00 3.062994e-01
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## [5321,] -0.6256877456 3.759951e-01 1.1708345868 -5.349046e-02 4.778454e-01
## [5322,] -0.5242730901 8.293827e-01 -1.2589856548 -5.017351e-02 -5.330100e-01
## [5323,] -0.2493098630 -4.100415e-01 1.2135199710 5.205178e-02 4.426466e-01
## [5324,] -0.4409607484 5.216459e-01 -0.2067301698 -8.740188e-01 3.746618e-01
## [5325,] -0.6125187731 -2.112770e-02 -0.9188586896 6.459427e-02 4.450670e-01
## [5326,] 3.2562214711 -7.260393e-01 -0.0187183485 -1.024815e+00 -4.993198e-01
## [5327,] 1.3620778258 9.239814e-01 -2.4980335270 -1.590450e+00 1.069040e+00
## [5328,] -0.3103960508 1.495142e-01 0.7744943938 7.460859e-01 9.021097e-02
## [5329,] 0.7998391962 3.604457e-01 1.7553600376 7.193948e-02 9.289077e-01
## [5330,] -0.3712977582 -1.663736e-01 0.2125633875 1.613804e-02 -1.000958e+00
## [5331,] -0.8041200550 -2.071856e+00 1.4285062383 -1.753449e+00 -3.218945e-01
## [5332,] 1.3412142791 -1.357776e+00 0.1035607892 -4.523293e-01 -3.399502e-01
## [5333,] -0.5983533537 1.099213e+00 0.4202329004 -7.572309e-01 1.155596e-03
## [5334,] 1.9823852917 4.954559e-01 0.8689625317 -5.329097e-01 5.268826e-01
## [5335,] 0.2071111325 9.590380e-02 0.2832372241 1.157989e+00 6.189390e-01
## [5336,] -1.0917326297 1.581268e+00 0.6670173556 -4.565584e-01 -3.256041e-01
## [5337,] 2.0482461186 5.448442e-01 -0.0858287366 2.810134e-01 1.536256e-01
## [5338,] -0.8742207067 9.260589e-01 -0.7755172569 6.383607e-01 2.052414e+00
## [5339,] -0.7838026642 -3.689354e-02 -0.5198411432 1.479593e+00 -5.626959e-01
## [5340,] 1.0601511355 1.575538e+00 0.5763688391 1.731922e+00 8.529918e-01
## [5341,] -0.0874334186 9.710063e-01 0.4924190648 1.106947e+00 7.509727e-01
## [5342,] 0.9801092727 5.354671e-02 -0.6612734991 -8.253704e-01 -1.175702e+00
## [5343,] 2.0440562906 6.637748e-01 -0.7166447530 1.486240e+00 -1.125369e+00
## [5344,] 2.0405605501 9.182574e-01 0.3231851780 -1.367944e+00 -3.698871e-01
## [5345,] 0.8389444994 -6.600956e-01 -1.0659853322 -4.366141e-01 7.141055e-02
## [5346,] -0.9101495030 1.620246e+00 -0.0065522661 2.272265e-02 -5.327272e-01
## [5347,] 0.0018981224 -6.971831e-01 0.9212114280 1.742981e-02 8.759495e-01
## [5348,] -1.5872818342 -5.791794e-01 -1.1573327369 -3.264795e-01 2.839867e-01
## [5349,] -0.3936351250 7.176223e-01 -1.2351179575 -2.716494e+00 -1.058309e+00
## [5350,] -0.7974409176 5.140849e-01 -0.4503134797 9.062693e-01 -1.264963e-02
## [5351,] -0.1609679302 5.624501e-01 1.1714592282 4.015095e-03 7.710384e-01
## [5352,] 1.6080412040 -1.656974e+00 -2.4275092380 4.363015e-01 1.653891e-01
## [5353,] 0.6477560790 1.798552e-01 0.7294350111 -1.321367e-02 -1.111329e+00
## [5354,] -0.2541472941 4.385197e-01 -0.2228345345 1.442668e+00 -7.792236e-01
## [5355,] -1.3321525148 1.029975e+00 0.1496756752 -3.627871e-01 -6.342415e-01
## [5356,] 0.9355291768 -3.923586e-01 1.6256335336 2.969325e-01 -2.973249e-01
## [5357,] 0.9908482636 3.006316e-01 -0.6845644065 -2.927332e-01 -1.277202e+00
## [5358,] 1.5396344552 -6.142808e-01 -1.2452937524 -9.524620e-01 6.817886e-01
## [5359,] -0.2426736363 -6.891371e-01 -0.1493377450 -3.978530e-01 -3.867324e-01
## [5360,] -0.7303364902 -1.899079e-01 0.9649925469 -6.731510e-01 4.524458e-01
## [5361,] 0.8800944806 5.877914e-01 -0.0966413793 -1.893275e+00 -2.635770e-01
## [5362,] 1.9759079485 -4.385317e-01 1.1112188456 -1.822243e-01 -5.203389e-01
## [5363,] 1.4252597424 -9.494618e-01 -0.1932440042 1.269203e-01 -1.318596e+00
## [5364,] -1.0350925621 -3.749731e-01 -1.8521364244 1.494119e+00 1.098338e-01
## [5365,] 0.1423798762 7.541071e-01 -1.4752092845 1.394535e+00 8.180188e-02
## [5366,] -0.2412144031 -2.518100e-01 0.9714324425 2.151884e-01 -8.378135e-01
## [5367,] 0.2373197192 -4.785001e-01 0.1404005678 1.727310e-01 -4.520884e-01
## [5368,] 1.7999520754 3.407221e-01 -0.2329827825 7.659752e-01 -8.383513e-01
## [5369,] -0.7969692308 4.634297e-01 -0.9953228599 -1.376406e-01 -1.135694e-01
## [5370,] -0.5049821000 8.161754e-01 0.6719787145 -4.713327e-01 1.941279e-01
## [5371,] 0.6881636736 7.453754e-01 -0.5627177359 1.096976e+00 1.033404e-01
## [5372,] -0.6119099670 -4.396246e-02 0.3698856652 5.303930e-01 -8.484515e-01
## [5373,] -1.4305950639 5.069891e-01 -0.3777646379 8.608504e-01 2.447576e-01
## [5374,] -0.3056803745 -6.316814e-01 0.4368063450 2.330655e-01 -4.691981e-01
## [5375,] 1.0701299614 1.900556e+00 -0.9632402916 1.349313e-01 -6.974065e-01
## [5376,] -1.1064376269 1.074047e+00 -0.0178189117 6.233613e-01 3.231915e-01
## [5377,] -0.9627119538 -9.882974e-01 -0.4894716799 -6.968649e-02 3.769555e-01
## [5378,] 0.5858315479 1.627809e+00 0.4252494935 -7.054290e-02 -1.611910e-02
## [5379,] -0.8633008158 -2.143469e+00 -0.7805851337 7.339739e-01 8.597020e-01
## [5380,] -0.1426527219 1.153306e+00 0.6797685631 -4.369706e-01 -1.723909e-01
## [5381,] 1.5099399069 3.719208e-01 0.3760513959 5.006259e-01 -1.146643e+00
## [5382,] 1.8568472700 4.248836e-01 0.2927375108 3.688765e-01 -1.010410e+00
## [5383,] -0.5550207418 -1.455926e-01 1.5616340796 2.232536e-02 8.807957e-01
## [5384,] -0.3261709447 1.965126e-01 0.2311387004 9.127442e-01 -8.708595e-01
## [5385,] 1.4517591452 5.248696e-01 -1.9547650807 2.566811e-02 -4.682289e-01
## [5386,] -0.5080172563 1.274644e+00 -0.3287255359 -9.034769e-01 -5.353985e-01
## [5387,] -0.8378280541 6.263164e-01 0.5914223616 6.159324e-01 -1.393497e+00
## [5388,] -0.2538484219 -3.496434e-01 -0.6165131536 4.892866e-01 1.788984e+00
## [5389,] 0.4121092994 -7.793119e-01 1.6966468315 -6.962429e-01 1.034201e+00
## [5390,] 1.2751904565 -3.762102e-02 0.1974195839 -1.524531e+00 5.149705e-01
## [5391,] -0.9729680128 9.785148e-01 0.4732843076 -3.811644e-01 1.002822e+00
## [5392,] -0.3266213137 -5.093434e-02 0.1617361784 7.724522e-01 -7.102843e-01
## [5393,] -0.3228438044 -5.281340e-01 0.8067240266 -1.641253e-01 -7.071955e-01
## [5394,] -0.9543842040 8.501395e-01 1.2108693996 -3.205199e-01 -5.997794e-03
## [5395,] 1.7943366417 -4.733644e-02 -1.9607196382 -7.759014e-01 -9.268448e-01
## [5396,] 1.6741436460 9.806110e-01 -0.3862265726 -1.077181e+00 2.009539e-02
## [5397,] -0.8567487592 2.353308e-01 0.1852872301 2.026314e-01 -1.428786e+00
## [5398,] -0.6804680424 6.893806e-01 1.2984702796 -6.247555e-01 3.688225e-01
## [5399,] 2.8448670880 5.383861e-01 0.5542656219 -1.194732e+00 1.391686e+00
## [5400,] -0.8701232435 6.516422e-01 0.8441553885 -1.827693e-01 2.197390e-01
## [5401,] 0.2122388289 9.749780e-01 0.4087140123 9.657351e-01 -1.276561e+00
## [5402,] -0.5175549410 -1.702850e-02 -1.2615207588 1.315502e-01 6.330804e-01
## [5403,] 0.8204079432 -1.395903e+00 -1.6693604590 -9.325226e-01 4.534330e-01
## [5404,] 0.4632680031 1.647895e+00 -0.7163137428 2.684023e-01 9.479378e-01
## [5405,] -0.6978353015 6.431854e-01 0.1365919143 -6.017412e-01 7.978710e-01
## [5406,] -0.8514189605 -2.145083e-01 0.9737184962 5.168642e-01 -1.288562e+00
## [5407,] 2.8871176378 7.757995e-01 -0.7365446824 2.555764e-02 -1.644830e+00
## [5408,] 1.1276796434 1.993562e-01 -0.4240275430 -2.827629e-01 -1.430224e+00
## [5409,] -1.1225914674 7.707491e-01 0.7800770915 -4.505828e-01 2.048028e-02
## [5410,] -1.1978397607 1.008372e+00 -1.5389429151 1.463355e+00 8.446696e-01
## [5411,] -1.2675219993 -1.732355e-01 -0.3667587129 -6.230708e-01 -8.473301e-01
## [5412,] -1.3641321799 -2.921425e-01 -0.1332597006 -4.662117e-01 -1.277893e+00
## [5413,] -0.4992258138 6.819095e-01 0.3313692118 5.698879e-01 -1.200831e+00
## [5414,] -0.4954497071 1.128122e+00 -0.6367513771 6.735666e-01 1.227001e+00
## [5415,] -1.1408416544 -9.380448e-01 -1.2723785972 8.755786e-02 3.060873e-01
## [5416,] 0.2066170281 5.237003e-01 0.6924283927 2.028543e+00 -1.329159e+00
## [5417,] -0.7026078869 1.408679e+00 0.0075331057 -1.766938e-01 5.192799e-01
## [5418,] 0.2035414535 1.788245e+00 0.2680695355 8.884381e-01 -5.467682e-01
## [5419,] 1.9159524303 1.120658e+00 -0.8667852688 -5.762708e-01 -2.397594e-01
## [5420,] -0.5970450206 1.703770e+00 -0.8713083278 -3.784782e-01 1.113186e-01
## [5421,] -0.9784339759 7.490324e-01 0.8192054964 -4.366734e-01 6.856760e-01
## [5422,] -0.1251987057 -1.289272e+00 0.6079711282 -3.511898e-01 5.152683e-01
## [5423,] -0.2305263028 -1.750114e-01 0.5932649129 2.569408e-01 5.626686e-01
## [5424,] 0.0516853476 -1.379492e+00 0.8058099971 -1.251543e-01 5.676057e-02
## [5425,] -0.6826158598 1.522847e+00 0.5401502553 -2.330533e-01 -1.632353e-01
## [5426,] 0.5649762543 4.585360e-02 -1.2564321735 -6.753231e-02 -1.182167e-01
## [5427,] -0.7111836272 1.657010e+00 0.0833251596 4.720252e-01 -3.961442e-01
## [5428,] -0.5957305878 -1.462617e+00 -0.7302113551 6.454945e-01 -8.607313e-01
## [5429,] 1.2915651030 -1.005516e+00 -0.7302594811 -3.634897e-01 4.672240e-02
## [5430,] -0.5613335442 2.969365e-01 1.6522322677 -1.293847e+00 4.348695e-01
## [5431,] -0.6587862274 4.217676e-01 0.5657463796 -3.884264e-01 1.003220e+00
## [5432,] 2.2760960434 -4.185976e-01 -0.1174227203 -7.494803e-01 -8.164229e-01
## [5433,] -0.0250912907 -4.054495e-01 -1.6467949479 9.559487e-01 1.543459e+00
## [5434,] 1.2812830503 1.007966e+00 0.7711854006 -5.645337e-01 -3.967294e-02
## [5435,] 0.5697668231 -2.241314e+00 -1.9567748584 4.711072e-01 6.674430e-01
## [5436,] 2.1300133801 1.793660e-01 0.5979960231 3.293866e-01 -8.582554e-01
## [5437,] 0.6429955239 1.188076e+00 -1.5171335209 -3.356470e-01 8.024447e-01
## [5438,] -0.4282435825 -1.476849e-01 0.2551723550 4.856234e-02 -1.431919e+00
## [5439,] -0.2794463228 1.334853e-01 0.3173860950 -9.031748e-02 -6.283781e-01
## [5440,] 0.5516839167 -1.182515e+00 -0.3574892911 1.273321e+00 -6.344591e-01
## [5441,] -0.2039363383 -8.873195e-01 1.1672270560 3.118008e-01 -3.273663e-01
## [5442,] -0.9064893152 -2.898171e-01 0.8277995374 -1.174393e-01 8.786839e-01
## [5443,] -0.3497552164 3.123278e-01 -0.9012789612 2.948852e-01 2.112140e-01
## [5444,] 1.4901366845 1.136611e+00 -1.0265062176 5.485205e-01 1.379957e+00
## [5445,] -1.2381200818 -1.056567e-02 0.0559960046 -2.007777e+00 -2.045260e-01
## [5446,] 0.3490888574 2.522589e-01 -0.1259537637 -1.298741e-01 3.017443e-01
## [5447,] -1.0158384069 -5.172515e-01 0.8136278021 8.527414e-01 -1.372118e+00
## [5448,] 2.0849479370 -1.369805e+00 -0.4643616610 9.564953e-01 -4.943563e-02
## [5449,] -0.4631815916 -2.274684e-02 -0.6252297870 5.574012e-01 5.307259e-01
## [5450,] 1.7006584774 8.427906e-02 -0.0391891063 2.934449e-01 -7.076284e-01
## [5451,] 0.5831796862 1.661760e+00 -0.8451065247 6.250658e-01 1.043555e+00
## [5452,] -0.1255976753 5.194807e-01 -1.4276635424 -4.565350e-01 1.620681e+00
## [5453,] 0.6844620385 -4.204722e-02 1.4432791598 -1.441899e+00 5.647277e-01
## [5454,] 1.1644691412 -1.003029e+00 1.4549383922 7.177944e-01 -5.712278e-01
## [5455,] -0.9402948472 -7.686150e-01 0.1530916401 4.642246e-01 2.511279e-01
## [5456,] 0.0874817865 7.773101e-01 0.7192033928 1.915594e+00 -1.029204e+00
## [5457,] -1.2073000955 -2.188623e-01 -0.6573964364 8.287223e-02 -1.590456e+00
## [5458,] -0.4024702182 1.319451e+00 -1.4958232976 -6.151945e-01 9.171471e-01
## [5459,] -0.6734393225 -1.698184e+00 -1.4413635974 6.187472e-01 -1.055068e+00
## [5460,] -0.8151242077 -1.476346e+00 -1.1869903990 1.285468e+00 5.412575e-01
## [5461,] 1.8786106393 1.431217e+00 0.2783394345 -1.563263e-01 1.118144e+00
## [5462,] -1.1405153992 -1.157888e-01 -0.2540788553 6.386743e-01 7.161902e-01
## [5463,] 2.5518747669 3.864490e-01 -0.7387084664 1.344446e-01 -1.157822e+00
## [5464,] 0.9484993787 1.457294e-01 -1.0347041699 -7.433206e-01 -1.283263e-01
## [5465,] 0.1491312472 6.069002e-01 0.6645133150 1.477151e+00 7.185010e-01
## [5466,] -1.3591117259 -1.234433e+00 0.5502251724 -1.150469e+00 -1.049311e+00
## [5467,] -0.8068602193 -1.855483e-02 0.5031355246 -1.644907e-01 4.763864e-01
## [5468,] 0.3248006606 -2.170102e-01 0.4152301798 3.433866e-01 -4.752517e-01
## [5469,] 0.4239863774 -1.665917e-01 -1.2312464853 -2.076478e+00 1.410414e+00
## [5470,] 2.8958735096 7.295897e-01 -1.3281548011 1.281246e+00 3.818948e-01
## [5471,] 0.2845548779 4.006316e-01 0.4248428119 2.415870e+00 -4.455268e-01
## [5472,] -0.4455644727 -2.118193e-01 1.0899627309 -2.782683e-02 -8.358757e-01
## [5473,] -0.2294529978 -9.801810e-02 -0.7308264916 2.321605e-01 -9.987389e-01
## [5474,] 1.6492618000 6.899649e-02 0.0453989648 -8.609705e-02 -7.539786e-01
## [5475,] -0.9220730727 -4.603603e-01 -0.6808683563 -1.294770e+00 2.105418e+00
## [5476,] 1.6385872621 4.863739e-01 -2.0698685017 -6.925094e-01 -5.855268e-02
## [5477,] -0.2992623075 9.475710e-01 0.7865888244 -9.687313e-02 1.995697e-01
## [5478,] -0.3491054540 7.165892e-01 0.4134921839 2.067049e-01 5.999254e-01
## [5479,] 0.3454019408 -1.891630e-01 1.0846241439 1.168795e+00 -4.091659e-01
## [5480,] -0.1690747802 -4.108812e-01 0.5857836788 -8.644571e-01 -1.156670e+00
## [5481,] -0.6522780312 -2.248348e-02 0.3337182991 -3.438160e-01 5.452371e-01
## [5482,] -0.0930991397 -6.822748e-01 -3.6455011483 -4.650697e-01 -2.284705e+00
## [5483,] -0.0203379060 -2.488244e-01 0.4358379039 5.818409e-01 -3.832573e-01
## [5484,] -0.2353119423 1.641713e-01 0.6189493066 -6.371688e-02 -1.157549e+00
## [5485,] -0.8403923873 -1.089632e+00 0.8473276153 -8.788120e-01 -5.096265e-01
## [5486,] -2.3869100603 -7.730768e-01 -0.5195090604 -1.614108e+00 -1.449531e+00
## [5487,] -0.3395979720 5.935789e-01 -1.3086317651 9.412856e-02 -4.497000e-01
## [5488,] -0.8950132215 7.579941e-01 -0.1938617637 6.013710e-01 5.688780e-01
## [5489,] 0.1579274451 9.464566e-01 0.5508021597 5.023630e-01 6.608191e-02
## [5490,] -0.5649175053 1.423889e+00 0.4089232729 1.074927e+00 -3.125303e-01
## [5491,] -0.8639108881 4.495692e-01 -0.7033886721 1.244664e+00 1.230651e+00
## [5492,] -0.9490592832 -2.526604e-01 -0.0473469087 6.624067e-01 1.233809e+00
## [5493,] -0.4527814060 -2.493178e-01 1.1845446080 4.693956e-01 6.784168e-01
## [5494,] -0.2871378475 -1.609493e+00 0.1815589163 9.036618e-01 -2.163467e-01
## [5495,] -1.1188958740 -4.685026e-01 0.2424786459 4.127265e-01 7.472912e-01
## [5496,] -1.1902961454 5.857309e-01 0.5235908723 -4.310526e-01 4.447451e-01
## [5497,] 2.5925278107 -1.989684e+00 1.0724364728 7.225906e-02 8.089009e-01
## [5498,] -0.1829003237 -1.367952e+00 0.7530797124 1.689786e-01 -1.066087e-01
## [5499,] 0.0644624197 -1.190631e-03 0.9290289570 4.469063e-01 -1.397964e+00
## [5500,] 0.9515766221 2.850264e-01 -0.8918295953 -3.064115e-01 -1.053047e+00
## [5501,] -0.1092027133 -2.938758e-01 0.3516113242 1.860819e-01 5.468035e-01
## [5502,] -0.7173911356 7.304655e-01 0.0155896479 9.817537e-01 -1.331648e+00
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## [5573,] -0.5849029800 -2.081614e+00 -0.8444845371 2.617534e+00 9.355631e-01
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## [5682,] -0.8086401769 -2.233693e-01 0.3794524388 -3.717375e-01 -8.415283e-01
## [5683,] -1.0871948866 5.389955e-01 0.1956252370 1.805991e-01 -2.697304e-01
## [5684,] -1.1004990655 -1.460600e+00 0.1419128757 -9.644674e-01 7.024323e-01
## [5685,] -0.7608049186 1.156559e+00 0.8059320961 6.069237e-01 -4.003031e-02
## [5686,] -0.3859021208 -7.882884e-01 -0.4742252883 7.244554e-02 8.483219e-01
## [5687,] -1.2740114855 8.924559e-01 -0.6923615234 -6.511498e-01 8.877391e-02
## [5688,] 2.0119560758 7.265276e-01 -0.3165876376 -4.666270e-01 -1.302758e+00
## [5689,] 0.1717381177 6.902476e-02 -1.2442335656 6.247454e-01 1.615221e+00
## [5690,] -0.4033357404 1.304204e+00 -0.1602042206 -2.232846e-01 1.403584e+00
## [5691,] 1.6434900364 -1.463314e+00 1.5410479653 8.916342e-01 -1.926572e-01
## [5692,] -0.6650447428 4.675299e-01 1.4326810499 -5.272727e-01 2.906663e-01
## [5693,] 0.0049594002 -9.299135e-01 -0.2637498335 -3.761830e-01 -1.370900e-02
## [5694,] 0.5934924477 2.064880e+00 -0.4745688708 1.088967e+00 -1.353476e-01
## [5695,] -0.5345548137 -3.432130e-01 -0.0330886422 8.839773e-01 -4.584981e-01
## [5696,] -0.8953244633 -1.591336e-01 -0.3979239626 -4.326975e-01 2.268743e-01
## [5697,] -0.6498419517 -1.639158e-01 1.2512064454 -2.920728e-01 7.986178e-01
## [5698,] -0.5397591517 -4.868914e-01 1.2575086548 -8.947427e-01 1.080954e+00
## [5699,] -0.0751798388 -7.122410e-01 1.3427518248 -1.105301e+00 -6.980747e-01
## [5700,] 1.0676897556 1.818900e-02 -0.6114450444 -7.504392e-01 1.655022e-01
## [5701,] -1.6993102774 1.474956e-01 0.1549835951 -8.161139e-01 -2.321018e-01
## [5702,] -1.6036892744 4.973871e-01 0.1168750757 -5.835749e-01 -3.538536e-01
## [5703,] -0.7947092063 3.886977e-01 0.2724503209 3.279470e-03 -1.217767e+00
## [5704,] -0.4483474587 7.581052e-02 0.5139579495 9.858586e-01 -7.030409e-01
## [5705,] 1.8817230633 -1.124528e+00 0.4807143205 -1.981175e-01 1.444358e+00
## [5706,] -0.9367122633 3.264479e-01 0.1538283940 9.709222e-01 -1.049393e+00
## [5707,] -1.0223561349 2.959043e-01 1.6868628122 -7.064285e-01 2.468376e-01
## [5708,] 2.2081315632 -6.904046e-01 0.5857648220 2.080035e-01 -2.406202e-01
## [5709,] -0.7166921138 -1.420199e+00 -0.4179284233 3.904102e-01 -4.823120e-01
## [5710,] -0.1953069479 1.748739e+00 -1.1207140370 -1.502923e-01 1.347802e-01
## [5711,] -0.6351492530 -8.695289e-01 0.2427554568 3.667384e-01 4.528819e-01
## [5712,] -0.3038483300 1.640150e-01 1.3153250656 9.945979e-01 1.085703e+00
## [5713,] -1.5118266865 5.476480e-01 -0.4498117265 -1.210052e+00 -3.295319e-01
## [5714,] -0.2439150304 -4.210862e-01 1.1463196926 1.164402e+00 -2.152791e-01
## [5715,] -1.3959840536 -1.507743e+00 -0.3864687367 -2.250547e+00 5.703081e-01
## [5716,] -0.6700420215 8.513668e-01 -0.2215554394 -3.315083e-01 -3.399945e-01
## [5717,] -0.6856199803 -4.527767e-01 0.2499556835 8.745382e-01 -4.714309e-01
## [5718,] -0.3103529865 9.312425e-01 0.8591912812 1.141133e+00 1.976996e+00
## [5719,] -0.6302403981 4.139574e-01 -1.3866957111 4.289645e-01 -3.232447e-01
## [5720,] 0.4392067961 5.326428e-01 0.4425080079 1.142894e-01 1.071956e+00
## [5721,] 0.5632446247 -2.287501e+00 -1.9212986987 2.387684e-01 5.999350e-01
## [5722,] -1.2234293326 1.784102e-01 -1.0052667306 -1.270421e-01 -1.369239e+00
## [5723,] -0.8014038893 -1.608231e+00 -2.7078626260 5.669973e-01 5.293023e-01
## [5724,] -0.1978614510 9.485706e-01 -0.7068589650 1.988466e+00 3.197253e-01
## [5725,] 1.7235274564 9.712552e-01 0.0539146446 -1.414017e+00 -1.998256e-01
## [5726,] -0.2656957774 -8.237560e-01 0.5292289028 5.085351e-01 4.403043e-01
## [5727,] -0.8356738366 3.084334e-03 0.6097606652 1.351071e+00 -7.111580e-01
## [5728,] -1.8973772011 -8.981157e-01 0.0551553714 -8.713534e-01 -6.879761e-01
## [5729,] 0.5720115865 -3.438662e-01 -0.6018057120 -9.264291e-01 1.353546e-01
## [5730,] 1.1449630888 -1.319419e+00 -0.9182112151 -9.518618e-01 -1.050980e+00
## [5731,] 1.6831073357 -4.308082e-01 -1.5450206778 -4.113423e-02 1.627187e-01
## [5732,] 2.1497365925 4.260817e-01 1.0402665999 -9.954230e-01 3.127277e-01
## [5733,] -1.5017074461 2.074587e-01 -0.5426136569 -7.929831e-01 -5.669848e-01
## [5734,] 1.3876993228 -4.044269e-01 0.3039719728 -2.820653e-01 5.377307e-01
## [5735,] 1.9096504482 -7.375758e-02 -0.2823610421 7.574466e-01 5.654548e-01
## [5736,] 1.4701461010 -3.982976e-01 -1.1067688376 7.245849e-01 3.556224e-01
## [5737,] 1.2528773475 1.970615e-01 1.3798013728 -2.271600e+00 5.197036e-02
## [5738,] -0.9271800543 -9.136466e-01 0.5511908117 -1.345238e+00 6.773667e-01
## [5739,] -1.0304730324 7.614973e-01 -0.0650955935 3.650619e-01 2.283166e-01
## [5740,] -1.0129451643 3.103695e-01 -0.0745961954 4.244025e-01 -5.656441e-02
## [5741,] -1.0675299602 1.527800e+00 -0.2333334001 5.977575e-01 9.630570e-01
## [5742,] 1.9898454280 1.535397e-03 0.2711193405 6.485320e-01 -4.784042e-01
## [5743,] -0.5927650370 6.121007e-01 0.8855794214 -1.210656e-01 3.838050e-01
## [5744,] 0.4509765246 8.939237e-02 -0.9288584939 -9.004448e-01 -1.765179e+00
## [5745,] 1.5315114548 -1.628727e+00 1.1626335051 -3.237323e+00 9.081911e-01
## [5746,] 0.3620066216 9.939498e-01 -2.3222110085 -1.208750e+00 9.774136e-01
## [5747,] -0.3342808772 2.739962e-01 0.5469218792 8.912638e-02 1.397452e-01
## [5748,] -0.3408733082 -6.062192e-01 0.7387491023 5.056078e-01 -3.265070e-01
## [5749,] -0.4520246841 1.021212e+00 0.3053255418 -3.433688e-01 3.120207e-02
## [5750,] -0.5097341003 6.624514e-01 -0.3033245873 8.265927e-01 -1.161168e+00
## [5751,] 2.9512614478 -9.438804e-01 -0.6118088101 1.250944e+00 -9.082264e-01
## [5752,] 1.1115424646 4.924712e-01 0.1464801837 -4.644951e-01 -1.631747e+00
## [5753,] -0.6887817647 5.550079e-01 0.6013738871 -8.126922e-01 2.666669e-01
## [5754,] -0.9569017504 4.760762e-01 0.7130081425 2.653614e-01 6.978788e-01
## [5755,] -0.8404844212 6.392374e-01 1.3320994116 -3.921202e-01 2.465709e-01
## [5756,] 0.4612821850 9.655418e-01 -0.8312279325 -5.577689e-01 -7.510891e-02
## [5757,] 0.7529075529 -7.500103e-02 -1.6432753963 3.229637e-01 -5.130337e-02
## [5758,] -1.1285499960 -2.290464e+00 -0.5619388764 -5.731096e-02 -9.685160e-01
## [5759,] -0.3189628729 -1.683660e-01 -0.2484099110 4.444168e-01 -8.259622e-01
## [5760,] 1.4509779742 2.101266e-01 -1.6315046625 1.720466e-01 2.494224e-01
## [5761,] -0.8951091698 -9.827430e-02 -1.3521240653 6.818747e-01 7.797502e-01
## [5762,] -0.6000842852 -5.257993e-01 -0.3965590832 -6.376719e-01 7.124008e-01
## [5763,] -2.2162879793 1.099585e+00 0.3035358042 -9.199252e-01 -8.875673e-01
## [5764,] -0.4863134944 -5.718704e-01 -0.3074742994 7.304184e-01 -9.200781e-01
## [5765,] -0.6272484707 8.321159e-01 1.4208360316 -8.977769e-01 -1.925393e-01
## [5766,] -0.3155758913 1.999998e-01 -0.0456473451 9.591281e-01 2.543749e-01
## [5767,] 0.0095091076 1.133089e+00 -0.7138349099 1.248521e+00 3.080023e-01
## [5768,] 2.4925415090 9.048726e-01 -0.4452693833 1.187822e+00 3.655578e-02
## [5769,] -0.3843226028 -1.152827e+00 1.7028388644 -6.008097e-01 1.225069e+00
## [5770,] 0.2839325514 7.039521e-01 0.0872854700 -7.806660e-01 1.479522e+00
## [5771,] -0.2385001148 1.473768e+00 -0.4628491406 1.150491e+00 8.130034e-01
## [5772,] 0.2282452399 -1.753108e+00 -0.2472802144 1.483191e-01 9.241356e-01
## [5773,] 0.2834934342 -1.710740e-01 0.6131985372 1.797629e-01 1.092222e-01
## [5774,] 0.1622957648 -1.708694e-01 -0.7863946672 5.924492e-01 8.916844e-01
## [5775,] 0.1959632153 -1.424482e+00 -0.9422333844 7.477118e-01 5.197429e-01
## [5776,] 2.4942638227 -1.852947e+00 1.5125499067 2.388287e-01 1.872234e-02
## [5777,] -0.5352350906 6.994724e-01 0.8716004219 -7.061174e-01 3.079914e-01
## [5778,] -0.9484178838 -1.642080e-01 0.8634386059 -3.804211e-01 -1.529246e+00
## [5779,] 0.6587182831 -3.504344e-01 -2.4735218309 2.408485e-02 1.265357e+00
## [5780,] -0.7486817226 4.487828e-01 1.1446711656 -6.760293e-01 9.523202e-01
## [5781,] -0.2069687186 9.286581e-01 0.4293868293 -3.808526e-01 2.514935e-01
## [5782,] 0.3745432564 -9.428919e-02 1.3463572722 5.685460e-01 -5.585408e-01
## [5783,] 1.0543940255 -4.023949e-01 -1.1797784656 2.798862e-01 -7.540485e-01
## [5784,] -0.5995449815 8.262957e-01 0.0265016145 -7.478036e-01 -8.036598e-02
## [5785,] -1.5559758756 6.712939e-01 -0.8093124951 -1.242275e+00 -3.432912e-02
## [5786,] 0.9127782254 1.199668e-01 -0.7023383210 -2.870088e-01 -6.702036e-01
## [5787,] -1.4648297089 5.743142e-01 -1.4556937893 1.565961e+00 3.840267e-01
## [5788,] 0.4693205704 -1.654762e+00 -1.0025805926 1.333041e+00 -6.232569e-01
## [5789,] 0.1864640645 -5.054456e-01 0.1466801922 2.089878e-01 -7.512329e-01
## [5790,] -0.6851130737 1.120106e+00 0.3712358611 7.699341e-01 7.771843e-02
## [5791,] 0.5560704899 5.110107e-01 0.1578214354 -5.370300e-02 6.038710e-01
## [5792,] 0.1162435835 3.888402e-01 0.4775785484 -1.009940e+00 4.999352e-01
## [5793,] 0.3372078503 -1.654575e+00 0.7018573248 -7.664975e-01 6.772480e-01
## [5794,] 1.4796616755 6.530046e-01 0.5912432320 -2.472393e-01 1.538173e-01
## [5795,] -0.7123512554 7.773575e-01 -0.7123381526 1.847289e+00 -9.007512e-01
## [5796,] -0.9018716705 1.083980e-01 -0.6556844564 1.823186e-01 -1.233864e+00
## [5797,] -0.4615703667 -1.700101e+00 0.9536316099 -6.215951e-01 -7.982983e-02
## [5798,] 0.3300131097 9.583340e-01 0.5305620898 -7.426043e-01 1.948314e-01
## [5799,] 1.3631010331 -4.367715e-01 0.5827657984 -1.250042e+00 -1.062659e+00
## [5800,] 2.0943717526 1.174902e+00 -0.6046563761 4.535719e-01 2.359276e+00
## [5801,] 1.7271358367 -6.856148e-01 0.0686201194 7.928578e-02 -1.125131e+00
## [5802,] -1.1528830430 2.183984e-01 -0.2853764445 7.508131e-01 3.156850e-01
## [5803,] 0.9284130103 -3.905072e-01 -1.0558889361 -1.246841e+00 3.249330e-01
## [5804,] 0.7217918288 -8.735205e-01 0.0027921135 -5.997045e-02 1.063315e+00
## [5805,] -0.9983987134 3.508546e-01 -0.1114581035 8.578576e-01 4.148945e-01
## [5806,] 0.0932380605 -3.146709e-01 1.3657937849 5.208836e-01 -4.362610e-01
## [5807,] 1.2937801120 -9.083952e-02 -0.9572249675 -1.205630e+00 -1.289806e+00
## [5808,] 2.2924960472 -4.266996e-01 0.9171408435 -4.196934e-01 -4.964152e-01
## [5809,] 1.6442959087 -2.886893e-01 -0.1159876794 9.449275e-01 -6.952001e-01
## [5810,] -0.9399092371 1.277963e+00 0.2769113949 4.768489e-01 -5.745229e-02
## [5811,] -1.0474597500 -1.062216e+00 -1.0068125922 1.208444e+00 6.943785e-01
## [5812,] -1.3416696670 -1.502728e-01 0.6294723698 -7.582148e-02 4.025968e-01
## [5813,] -0.6673349608 -4.263559e-01 0.3718603233 -2.559410e-01 -9.147381e-01
## [5814,] -0.8723445271 4.251329e-01 -0.8560632896 3.697430e-01 -1.317214e+00
## [5815,] -1.1990809039 -9.365924e-01 -0.8710427418 2.648201e-01 -1.226951e+00
## [5816,] 1.2745688214 -8.623873e-01 0.4056911801 -1.468566e+00 -1.180084e+00
## [5817,] -0.2811638088 7.745130e-01 1.0233563881 -3.976294e-01 1.725525e-01
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## [5820,] -0.5522402170 -1.795318e-01 0.8671810277 -8.088125e-02 -1.006123e+00
## [5821,] -0.2195107712 6.271881e-01 -0.1667812320 1.077491e+00 -2.014597e-02
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## [5823,] 0.4657206584 -4.147540e-01 0.8761203775 1.012261e+00 -3.232495e-01
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## [5837,] -0.5088572350 -2.051015e-01 -0.4589186158 -5.636950e-01 4.232254e-01
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## [5839,] 0.4054386008 1.253352e+00 0.3372736593 1.819768e-01 2.466315e-01
## [5840,] -1.2801175202 8.743677e-01 -0.3944392792 -3.962796e-01 -2.343409e-01
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## [5843,] -0.7407178233 -6.336441e-02 0.6639500737 4.703109e-01 5.170144e-01
## [5844,] -1.2988848149 -4.843407e-01 0.9509467556 -2.509111e-01 2.632385e-01
## [5845,] -1.2498458658 6.227720e-01 -0.2379250562 -7.640646e-01 2.764861e-01
## [5846,] -1.7423697593 -2.392494e-01 -0.8070440295 -2.292361e-01 -1.426202e+00
## [5847,] 1.2231804930 -4.124617e-01 -1.0204106719 -5.215717e-01 -1.022648e+00
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## [5850,] -0.0153761203 9.851905e-01 0.0682618786 4.182341e-01 3.538818e-01
## [5851,] -0.6856822344 8.584982e-01 0.5793898429 4.454532e-01 4.976594e-01
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## [5853,] -0.9836571393 7.324205e-01 1.1531408526 -2.972697e-01 1.229573e-01
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## [5855,] -0.3192254865 -1.297260e+00 0.9719501575 5.947315e-01 6.514070e-01
## [5856,] -0.5445034240 -1.362549e+00 0.4767732397 -5.400243e-01 8.953553e-01
## [5857,] 2.7859530830 -4.590363e-01 0.6968959139 1.249193e-01 -4.620025e-01
## [5858,] 1.1644218291 -1.141515e+00 -0.1616600882 -1.783457e+00 4.632530e-01
## [5859,] 1.6263729128 1.502831e+00 0.6325179220 3.771934e-01 -3.198538e-01
## [5860,] -0.5218037141 -3.118981e-01 0.1124049911 -3.647008e-01 4.433925e-01
## [5861,] -1.2632893463 -4.914601e-01 0.3432863229 -1.700241e+00 6.345540e-01
## [5862,] 1.2831404667 -3.986472e+00 -0.3851241631 -1.570537e+00 -3.780388e-01
## [5863,] 2.0006123156 6.773913e-01 0.5576804157 -9.186726e-02 3.138409e-01
## [5864,] -0.8959413031 -5.573522e-01 0.1139984498 9.849828e-01 -1.291552e+00
## [5865,] 0.9608153176 -5.443965e-01 0.4212290423 -8.169405e-01 -9.162673e-01
## [5866,] 0.6690139063 -1.040323e+00 0.5390475252 1.989314e+00 8.300379e-01
## [5867,] -0.7534864533 2.176639e-01 1.3603781662 -5.306492e-02 -1.245892e+00
## [5868,] 2.0997728116 1.744531e+00 -0.8812875428 -7.537186e-02 -2.724676e-01
## [5869,] -0.9888736020 2.273068e-01 0.0390857064 6.589735e-01 4.381781e-01
## [5870,] 1.8205351176 2.531254e-01 -0.2816482172 5.380499e-01 4.940744e-01
## [5871,] 0.1097202759 -2.655206e-01 0.4635557318 4.764107e-01 5.626506e-01
## [5872,] 1.2952954367 -2.334744e+00 -0.5191443820 1.462662e-01 1.125923e+00
## [5873,] 1.5779375335 6.151466e-01 -1.5508716518 -9.012777e-01 -1.734509e+00
## [5874,] -0.8320078388 -4.647761e-01 0.5059950245 3.805342e-02 8.077174e-01
## [5875,] 0.4981551994 -5.008220e-02 0.9241432908 1.676809e+00 -3.011712e-01
## [5876,] 1.0450938466 8.271415e-01 -0.7029031737 3.454378e-02 -1.174083e+00
## [5877,] -0.8360294393 8.967936e-01 0.2716911879 9.059499e-02 3.123880e-01
## [5878,] 0.6815995704 -1.945274e-01 1.3019348542 1.008837e+00 8.801920e-02
## [5879,] -0.9631323170 -1.597057e-01 0.4161033933 7.826483e-01 -8.997082e-01
## [5880,] -0.0521156294 9.324945e-01 -0.3268910346 -8.368008e-01 -2.912509e-01
## [5881,] -1.5023481621 2.083992e-01 -0.5537701482 -7.075547e-01 -4.674070e-01
## [5882,] -0.6951312373 6.741438e-01 -0.7173614082 4.183650e-01 -1.477693e+00
## [5883,] -1.2128286219 -2.186128e+00 -1.3448852346 5.219015e-01 -6.500409e-01
## [5884,] -0.8536930993 2.235296e-01 -0.4784906798 6.507152e-01 3.951342e-01
## [5885,] 1.5286592503 3.113154e-01 1.9434154342 7.982863e-01 -8.083796e-01
## [5886,] -1.0809394744 7.293825e-01 -0.0482496658 5.451844e-01 -1.893711e-01
## [5887,] -0.0558167751 -2.206050e-01 0.8127549596 9.602039e-01 7.848113e-01
## [5888,] -2.2479394203 3.530308e-02 -0.9741430127 -1.898657e+00 -8.955119e-02
## [5889,] -0.1605689125 4.578374e-01 1.0601088487 6.561897e-01 -1.236120e+00
## [5890,] -1.0700855440 6.387028e-01 -0.6642726707 9.951898e-01 -4.045368e-02
## [5891,] 1.9358086873 -9.337412e-01 -0.0336496901 3.834948e-02 2.449465e-01
## [5892,] -0.3581107368 9.507500e-01 -0.1350255350 1.594225e+00 -1.156385e+00
## [5893,] 0.2353854012 8.231284e-02 0.1681539096 2.295853e-01 1.402922e+00
## [5894,] 0.6786339399 2.635732e-02 -1.7415038138 -9.257978e-02 2.601157e-01
## [5895,] 2.2416083529 1.250627e-01 0.2760460129 4.164734e-01 -5.179964e-01
## [5896,] -1.5560152841 1.222959e+00 -0.9866417772 -7.037437e-01 -1.966768e-01
## [5897,] 1.6146572275 5.795088e-02 1.5848120955 1.851286e-01 -6.183888e-01
## [5898,] -0.2830485955 -3.298899e-02 0.4153597449 5.270424e-01 -1.083637e+00
## [5899,] -1.2115630411 -9.180291e-01 -1.0872872241 1.151061e+00 8.466480e-01
## [5900,] 0.4673639458 -3.493957e-01 -0.5185499645 7.669370e-02 1.884140e+00
## [5901,] -1.1663592247 5.809369e-01 0.3186925549 2.904508e-02 5.560561e-01
## [5902,] -1.0505105654 8.781412e-02 -1.0950990740 -9.840045e-02 1.704975e-01
## [5903,] -0.8147175877 -9.074674e-02 0.5208314050 -8.912068e-01 4.803441e-01
## [5904,] -0.1079852164 -1.183405e+00 0.0487262854 2.316114e+00 -6.189148e-01
## [5905,] -0.8742427460 7.043023e-01 -0.5086972386 1.110072e-01 -1.208096e+00
## [5906,] 1.0886777521 1.020951e+00 0.0690951299 -8.701144e-01 -3.600834e-01
## [5907,] 1.8491129734 1.061744e+00 -0.1188290630 -1.291261e+00 -7.947841e-01
## [5908,] -0.6607291719 9.082969e-02 0.0247566511 -1.251733e-01 5.719281e-01
## [5909,] 0.9835364806 -1.214722e+00 -0.3698709928 -9.384506e-01 -5.971956e-01
## [5910,] 0.6170647662 8.246518e-01 0.9797027709 2.177691e-01 7.956165e-01
## [5911,] 1.8637775182 5.231564e-01 -0.0736379478 2.527224e-01 9.085619e-02
## [5912,] 1.4236573510 -1.405698e-01 0.2326071114 1.231899e-01 -4.733031e-01
## [5913,] -1.1501391767 -9.951370e-01 -1.0522672330 1.220610e+00 1.683953e+00
## [5914,] -0.5896874983 4.846269e-01 -1.5550514456 -3.015010e-01 -1.551047e-02
## [5915,] -0.7137626234 -3.383846e-01 -1.9685181933 3.071656e-01 5.801730e-02
## [5916,] -1.5770219168 -2.730880e-01 -0.0808769097 -7.075316e-01 3.553722e-01
## [5917,] -0.6638612481 -8.377003e-01 0.6254043442 -5.067786e-01 -4.255259e-01
## [5918,] -0.4413236507 7.787822e-01 0.8448787789 -1.216228e-01 1.925880e-01
## [5919,] -0.1158881274 7.616318e-01 1.0618428191 1.059593e+00 6.142406e-01
## [5920,] 0.8852639823 7.881265e-03 0.0194020583 -4.277615e-01 -7.196769e-01
## [5921,] -1.3503715976 2.508441e-01 -1.1015308378 -4.810184e-01 -3.562219e-01
## [5922,] 1.6935322336 6.881773e-01 -0.5756936316 -9.382240e-01 5.331638e-01
## [5923,] 1.6343564244 -5.156251e-01 1.3978682804 1.028761e+00 1.216390e-01
## [5924,] 0.1204908433 1.270149e+00 -1.7059803203 -1.413745e+00 -5.845719e-01
## [5925,] 0.7759199459 7.929404e-01 0.1172982315 -1.734204e+00 -3.777587e-01
## [5926,] -0.7096845641 -8.535969e-01 -0.2054981730 1.309584e+00 -5.828666e-01
## [5927,] -0.3846678556 1.630508e-01 -0.0376284209 1.149631e+00 1.416076e+00
## [5928,] 0.1066828261 9.078029e-02 0.4952113771 -1.751717e-01 1.379842e+00
## [5929,] -1.1035799100 -4.636440e-01 1.1393124857 -9.750309e-01 1.104079e+00
## [5930,] 1.6564379687 1.789382e+00 -0.8786036696 9.313483e-01 1.250885e+00
## [5931,] 0.7105289760 8.574516e-02 0.1837715445 7.957116e-01 2.608461e-01
## [5932,] -0.9046832707 -7.614145e-01 0.0817343902 8.883028e-01 3.387612e-01
## [5933,] 0.5601586497 -2.789601e+00 -2.1418191520 8.607006e-01 -8.841975e-01
## [5934,] 0.8423399171 -4.248771e-01 0.0178614579 1.078224e-01 -6.140845e-01
## [5935,] 0.4473678169 1.285664e+00 -0.4511853439 -2.573466e-01 -4.625866e-01
## [5936,] -0.4290462538 1.608632e+00 -1.5391564107 3.051767e-01 1.269625e+00
## [5937,] -0.7169115910 5.454765e-01 -0.7931639948 7.745356e-01 8.018529e-02
## [5938,] 0.1619414382 5.721290e-01 0.3459166736 -1.533359e-01 1.971236e+00
## [5939,] 0.4740069645 -2.415226e+00 -0.9277215064 -7.391109e-02 5.109706e-01
## [5940,] -0.2317153336 -2.322758e+00 -0.9563492320 7.807807e-01 -7.535691e-01
## [5941,] 0.6157818731 1.728588e-01 -2.0162934907 -1.943163e+00 1.503192e+00
## [5942,] -0.5516629009 -9.354368e-01 0.5887331292 -9.029258e-01 6.248810e-01
## [5943,] 0.1149542403 4.757714e-01 0.8843583574 6.939684e-01 7.890920e-01
## [5944,] -1.1636888325 5.852371e-02 -1.4534316173 4.310651e-01 -2.346265e-01
## [5945,] -0.3707204437 1.110221e+00 1.1177967494 1.244875e+00 3.320433e-01
## [5946,] 0.7856660016 5.508282e-01 0.2254498041 7.561450e-01 -1.008490e-02
## [5947,] -0.6616945413 -2.692304e+00 -1.2850894813 9.620540e-01 6.428967e-01
## [5948,] -1.5245169729 1.511731e+00 -0.1580315014 -7.912051e-01 -1.335729e-01
## [5949,] -0.1989872194 3.711708e-01 0.8858695272 1.740839e-01 2.395345e-01
## [5950,] -0.6998792788 1.046047e-01 0.9464062655 -5.342217e-01 6.746231e-01
## [5951,] 0.5508825716 2.496888e-01 0.7680396058 4.270271e-01 -1.063779e+00
## [5952,] 2.1608493736 7.856832e-01 -0.3888231468 7.366768e-01 1.571786e+00
## [5953,] 0.1277838024 2.924207e-01 0.4198150656 1.585863e+00 -6.853189e-01
## [5954,] 1.6092481218 9.160622e-01 -2.9602506361 3.451158e-01 2.381820e-01
## [5955,] -0.7669565889 9.714897e-01 -0.5200020194 5.448868e-01 1.790227e+00
## [5956,] -0.4585501789 -6.804681e-01 0.3582837643 5.268484e-01 -7.281299e-01
## [5957,] -1.2852974799 -2.066488e+00 -0.5072260567 4.987158e-01 9.788602e-01
## [5958,] -0.7650564304 1.360412e+00 0.2530796086 3.782186e-01 -5.898189e-02
## [5959,] -0.6805814440 -9.498913e-01 1.1774849000 -2.224928e+00 5.893834e-01
## [5960,] -0.3033340342 -6.123362e-01 0.7556145362 1.036090e-01 -5.253904e-01
## [5961,] 1.4818337950 1.290786e+00 0.1579349099 -3.889657e-01 -6.438709e-01
## [5962,] 0.4669334647 8.120134e-01 0.3976803010 7.560743e-01 -9.931635e-01
## [5963,] -0.5783346170 -3.363739e-02 0.1945551112 3.931762e-01 5.465791e-01
## [5964,] -0.9107334690 -3.563891e+00 -0.1687077213 -2.217174e+00 1.870979e-02
## [5965,] 0.4979951019 8.648379e-01 0.7134666392 6.288635e-01 7.002983e-01
## [5966,] 1.6469195847 3.209996e-01 -0.8677521889 -1.386977e-01 -5.730748e-02
## [5967,] -0.9490891260 -2.685385e-01 0.9839031308 -1.588750e-01 1.992138e-01
## [5968,] -0.4316960935 1.469310e-01 1.0625850459 1.108828e+00 4.473236e-01
## [5969,] -1.2613770786 -1.320895e+00 -0.3561208486 -2.079826e+00 -1.159725e-01
## [5970,] -0.5331037350 -2.577401e-01 0.6051799004 6.842344e-01 -6.830765e-01
## [5971,] -0.8966632573 -1.471356e-01 1.1508226405 -2.216802e-01 6.878905e-01
## [5972,] -1.2169007992 -5.121422e-01 -0.0800920186 -4.462440e-01 -1.117232e+00
## [5973,] 0.3727786976 1.517522e+00 0.3832645356 1.435542e-01 5.470659e-02
## [5974,] 0.3106385220 1.176070e+00 0.2483876748 1.427674e+00 1.397921e+00
## [5975,] 0.9419530860 1.994873e-01 -1.7209094667 -7.197291e-01 1.514230e-01
## [5976,] -1.0495824203 -1.707834e-01 -1.3636821814 1.356705e+00 8.304448e-01
## [5977,] 2.2174665924 3.018621e-01 0.7161742382 -8.749243e-01 8.455658e-01
## [5978,] 0.4509163815 1.553615e+00 0.2474367460 -1.915229e-01 -1.083159e-01
## [5979,] -1.3010657614 6.363627e-02 0.2015944406 -4.222728e-01 -1.446850e+00
## [5980,] -0.3945365596 3.810833e-01 -0.5924260881 3.426300e-02 -5.420957e-01
## [5981,] -0.2963003975 3.434023e-01 0.7479020077 -1.258084e+00 1.822714e-01
## [5982,] -0.7458543141 1.315311e+00 0.1173727081 6.219933e-01 -4.294035e-02
## [5983,] 0.1108489778 6.013654e-01 1.4526003069 -3.391712e-01 3.699483e-01
## [5984,] -0.5305482787 2.273714e-01 0.4961136522 -5.982474e-02 4.464893e-01
## [5985,] -1.5031289584 3.237832e-01 -0.1370062195 -1.823526e+00 -4.640164e-01
## [5986,] 0.8080149212 2.368622e-01 -0.4477486534 -1.082383e+00 4.197996e-04
## [5987,] -0.2752213007 1.174011e+00 0.1909533423 1.771026e-01 1.681278e-01
## [5988,] 1.4800843332 -3.463710e-02 -0.8404534632 -7.305006e-01 -1.727809e-02
## [5989,] 0.7674104377 1.399781e-01 0.0846393609 1.985296e+00 1.241494e+00
## [5990,] -0.6000180009 7.564556e-01 1.0763142348 -6.732068e-02 -1.090702e-01
## [5991,] 0.8028449157 -7.648292e-01 0.8348300038 6.598650e-01 1.343482e+00
## [5992,] -0.2907119508 1.602584e+00 -1.0664106844 1.205308e+00 5.428839e-01
## [5993,] 0.8286065649 2.214672e-01 0.6000183627 4.181134e-01 -9.466962e-01
## [5994,] -0.6124275443 5.603170e-01 -0.0656553170 2.548494e-01 -1.263879e+00
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## [5999,] -1.0615845463 -2.714875e+00 -0.9155227087 1.501583e+00 -6.468999e-01
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## [6027,] -0.9588034748 -3.772632e-01 -0.0417933086 6.985728e-01 5.040126e-01
## [6028,] -0.4962857747 5.002404e-01 0.1875016735 3.073360e-01 -1.351975e+00
## [6029,] -0.2898106311 -8.120584e-01 1.4278041835 -1.191484e+00 1.167866e+00
## [6030,] -1.6018123752 8.354733e-01 -0.4824974042 -8.530817e-01 -4.149458e-01
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## [6210,] -0.3271284620 6.492698e-02 0.7233303831 -4.732341e-01 5.575837e-01
## [6211,] -0.4526156346 -1.952895e-01 -0.1506967468 4.772553e-01 3.780161e-01
## [6212,] 0.2114466582 9.789507e-01 1.5271850591 5.715607e-01 7.457432e-01
## [6213,] 1.0140613302 4.081969e-01 0.0856058830 -1.719407e+00 -1.501674e-01
## [6214,] 2.0064632018 -1.028776e+00 -1.0759793736 6.719319e-01 -6.467905e-01
## [6215,] -0.6681832875 -7.147405e-04 -0.1310402489 4.794537e-01 7.734514e-01
## [6216,] -0.5229165670 1.027552e+00 0.8616964450 -7.175699e-01 4.010754e-01
## [6217,] 1.0388210615 -6.411308e-02 -0.9494259745 -1.072813e+00 -1.271121e+00
## [6218,] -0.9796435297 1.068490e+00 1.1209675467 1.382692e-02 -2.109614e-01
## [6219,] 0.3173561413 -1.768677e+00 -0.4531980047 2.111227e+00 1.684882e+00
## [6220,] 0.1927695809 1.863569e+00 0.3973790152 5.107348e-01 -1.376533e-01
## [6221,] 0.7781549466 -1.290156e-01 -0.0516425562 -3.883936e-01 -9.656025e-01
## [6222,] -0.8248612020 6.395491e-01 -0.0163407268 6.450585e-01 1.083437e+00
## [6223,] 0.9904243617 3.084750e-01 -1.6074360386 -1.507626e+00 1.943447e+00
## [6224,] 1.4988852468 9.341339e-01 -0.0768980947 -3.612585e-01 4.218506e-01
## [6225,] 0.9751294335 1.156096e-01 -0.8658871932 -1.176802e+00 2.140852e+00
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## [6227,] -1.0349832005 1.354106e+00 -0.2658499998 -1.080702e-01 1.004805e+00
## [6228,] -0.6082695765 -1.246851e-01 0.0234014899 3.071197e-01 -9.409971e-01
## [6229,] -0.8170761263 4.370510e-01 1.0197800041 -4.155002e-01 -6.753552e-02
## [6230,] 0.7153959357 -3.299405e-01 2.0219961615 1.119572e+00 -5.570002e-01
## [6231,] 0.6247524603 1.508992e+00 -0.7372950139 -8.059663e-01 -7.382752e-01
## [6232,] -0.9930005897 -1.620093e-02 -0.0771078581 -1.436881e+00 4.160704e-01
## [6233,] 0.4365181723 -1.586032e+00 0.4039293879 1.830039e+00 -5.690992e-01
## [6234,] 1.3214248761 -6.922890e-02 -0.5590481330 -4.023830e-01 -1.088685e+00
## [6235,] 0.8031134197 -7.296040e-01 -1.8633766678 -3.641964e-01 6.064843e-02
## [6236,] -0.4663196293 -6.359563e-01 1.0901704154 -1.176175e+00 -3.054749e-01
## [6237,] -0.2600460308 -3.692856e-01 0.6608408763 6.585064e-01 -5.959521e-01
## [6238,] -1.1756157279 -2.033213e+00 -0.1851726637 9.434057e-02 5.195549e-01
## [6239,] 1.7749882113 -1.772168e-01 0.3861098575 8.143316e-01 -4.962163e-01
## [6240,] 0.8225094638 -4.717606e-02 -1.1762414384 -2.113917e+00 -1.770808e-01
## [6241,] -2.3856413792 -6.992139e-02 -0.1180114229 -2.108943e+00 -2.201535e+00
## [6242,] 0.8821629126 6.860925e-01 -0.3013159449 -1.339568e+00 -3.774111e-02
## [6243,] 2.3057072458 -4.807140e-02 1.0859839163 1.089620e-01 4.522032e-01
## [6244,] -2.4601945961 1.490942e+00 -1.0821494550 -2.317910e+00 -1.552290e+00
## [6245,] 1.9493309694 7.434583e-01 0.6123491586 1.070074e-01 1.151387e+00
## [6246,] -0.4157383179 1.310598e+00 0.0539498293 6.847717e-01 2.343691e-01
## [6247,] 0.3265244747 3.821072e-01 -0.5283202722 1.161397e+00 1.119316e+00
## [6248,] -0.6381731784 8.880463e-01 -0.2018466587 1.033536e+00 6.625303e-01
## [6249,] -0.4008063915 -1.214086e+00 0.3328739727 3.629958e-01 -5.517698e-01
## [6250,] 1.6154290169 5.621699e-01 -0.1186774530 5.894580e-01 -1.066426e+00
## [6251,] -0.3402599651 1.655532e+00 -1.5417511057 -3.903669e-01 2.153724e-01
## [6252,] -0.7986390452 -7.051093e-01 0.9191956164 -7.320876e-01 5.162952e-01
## [6253,] -0.9898758261 1.404872e+00 -0.6251475533 1.668543e+00 -2.551534e-01
## [6254,] 0.1278202060 1.060808e+00 -1.1639796696 9.426136e-01 -2.270230e-01
## [6255,] -1.0944813547 -6.031920e-01 -0.1324465176 -5.129528e-01 -9.756349e-01
## [6256,] -0.0121280098 7.086229e-01 0.3441829828 1.966957e+00 -1.580061e-01
## [6257,] 1.2921751970 7.446907e-01 -0.5986501883 -1.551760e-02 -1.629386e+00
## [6258,] 0.3274220882 -2.659385e-01 0.1911486585 5.214082e-01 7.975368e-01
## [6259,] -0.3937502127 -2.939678e-01 -0.5937594101 -4.524194e-01 4.510912e-01
## [6260,] -0.3301054207 -6.194689e-01 1.1750570478 -1.111910e-01 -8.294628e-01
## [6261,] 0.2917268785 5.560274e-01 1.5244369143 1.696187e-01 1.320451e+00
## [6262,] 1.2754203977 -1.984091e+00 -1.0172300375 1.452443e-01 -6.860540e-01
## [6263,] 1.8372247462 -1.999553e+00 -0.2284070993 4.457856e-01 -5.104560e-01
## [6264,] -0.1203020191 5.973046e-01 -1.0341709900 -1.171800e+00 1.968179e+00
## [6265,] 1.0722483678 -1.760162e+00 0.7496429762 -2.333438e-01 -1.766112e-02
## [6266,] 1.3921889154 7.295424e-01 -0.6561639607 3.330161e-01 -1.389840e+00
## [6267,] 0.9677488601 1.245439e+00 -1.3082432753 3.613725e-01 4.772253e-01
## [6268,] -0.4956349052 -4.999763e-01 -0.1003697608 -3.343904e-01 5.396040e-01
## [6269,] -0.5213473572 9.251855e-02 0.0335372612 -8.223139e-01 1.040918e-01
## [6270,] 0.8851858443 1.839740e-01 1.2274062310 1.851830e+00 -1.695226e-01
## [6271,] -1.3878483701 -8.423110e-01 -0.4999603618 -1.213956e+00 4.980780e-01
## [6272,] 0.3928763204 -4.505106e-02 0.3419956493 2.618356e-01 5.418127e-01
## [6273,] 1.1388695148 8.081012e-01 -1.3344380649 -3.347435e-01 1.607765e+00
## [6274,] 1.8025310200 -2.867625e+00 -0.4775281666 1.322730e+00 -3.238053e-01
## [6275,] 2.1106104439 -3.627381e-01 0.7028327955 1.392417e-01 -7.793572e-01
## [6276,] -0.5002620619 -1.885140e+00 0.4537100482 -1.203117e+00 2.061078e-01
## [6277,] -1.0871103787 -2.322036e-01 -1.1298720008 -3.250064e-01 6.038314e-01
## [6278,] -0.6857587218 -3.250628e-01 0.2341803840 -3.219159e-01 7.314046e-01
## [6279,] 2.5628513726 2.310781e-01 1.5484959820 9.957404e-01 1.585282e+00
## [6280,] 0.1530562741 3.752617e-01 -2.3150389004 -1.559191e+00 9.004806e-01
## [6281,] -0.1471172034 -1.732157e-01 0.6902610338 1.761555e-02 -8.684285e-01
## [6282,] -0.3539773484 -4.607628e-02 1.5423101862 -7.621188e-01 4.828719e-01
## [6283,] -1.3682680697 -6.731709e-01 0.1093283835 4.912217e-01 2.223469e-01
## [6284,] -0.6602953908 -1.341892e+00 0.2951425880 -6.367321e-01 -6.485348e-01
## [6285,] 1.4517906093 2.663352e-02 0.8143190822 6.222652e-01 -3.202062e-01
## [6286,] -0.6632277463 -3.102299e-01 0.2730712237 -2.690051e-01 -8.356802e-01
## [6287,] -0.3372617381 7.342408e-01 -0.4636110378 -5.060560e-01 1.775959e-01
## [6288,] -1.1328188624 -4.408993e-01 0.0431539025 3.499407e-01 -7.436547e-01
## [6289,] -0.2355856486 -2.412898e-02 0.0781302701 6.152518e-01 6.718448e-01
## [6290,] -0.7333341796 3.597642e-01 1.2549080295 -8.637232e-01 2.826586e-01
## [6291,] -0.2145700204 1.396968e+00 0.8791578786 2.938561e-01 -2.680725e-01
## [6292,] 1.6449841056 1.288680e-01 0.6853119435 -1.925154e-01 3.235511e-01
## [6293,] -0.6845403031 -4.582085e-01 -0.4116222454 -4.983333e-01 -9.223805e-01
## [6294,] 1.0798483474 4.665764e-01 -1.6757011166 2.102375e-01 2.071478e-01
## [6295,] -0.5394865883 3.020048e-01 0.8348423412 2.568829e-01 7.245278e-01
## [6296,] -0.7026907931 8.286966e-01 1.0947838272 -3.842096e-01 -7.952781e-02
## [6297,] -0.6057244199 1.153504e+00 0.6034413253 3.648452e-01 2.907188e-01
## [6298,] 0.0732056151 1.340208e+00 0.3441919057 6.604227e-01 1.145326e+00
## [6299,] -0.5429192234 2.318733e-01 -0.6242404770 -9.352509e-01 -1.160365e-01
## [6300,] 0.1980641903 -9.548129e-02 0.4982255863 1.762208e+00 -1.930824e-01
## [6301,] -0.5246034414 7.164543e-01 0.1523492522 8.422315e-01 5.610720e-01
## [6302,] 0.3179556477 -8.140463e-01 0.0704047604 4.199240e-01 1.343867e+00
## [6303,] -0.7592916711 6.164149e-01 -0.2060950538 1.131935e+00 -1.152557e+00
## [6304,] 0.6780098681 -7.854847e-01 0.0519834832 -1.713227e+00 3.662435e-02
## [6305,] 1.8689933475 5.082137e-01 -0.1757226878 5.082598e-01 -1.007033e+00
## [6306,] 0.8915986825 1.142227e+00 -0.2134145123 -1.207611e+00 -2.445515e-01
## [6307,] 1.3139010216 -6.686123e-02 -0.2761311562 -7.296304e-01 -5.323281e-04
## [6308,] -0.1610030783 -1.417835e+00 -2.8544579745 -1.975819e+00 -2.201834e-01
## [6309,] -1.0230617381 6.521851e-01 0.3036187219 -2.334927e-01 8.918419e-01
## [6310,] -0.8379482115 8.505832e-01 0.6566140267 -5.827179e-01 2.010322e-01
## [6311,] -0.7723027887 -2.143495e+00 -0.0830777807 1.002243e+00 -4.825316e-01
## [6312,] 0.8152337381 -1.428640e+00 -1.0445772428 1.382527e+00 -8.410057e-01
## [6313,] 1.7316656993 -3.818881e-01 1.2720445483 -1.096788e-02 -6.634116e-01
## [6314,] 1.7668714965 -4.759016e-01 0.9024363713 -8.651983e-02 -6.844461e-01
## [6315,] -0.1360441062 -1.182749e-01 -0.6196407030 9.208742e-01 6.043582e-01
## [6316,] 1.1577371618 -2.430866e-01 0.7756717543 -8.456773e-01 7.960089e-01
## [6317,] 1.3866508687 2.799557e-01 -0.7535954954 -6.884219e-01 7.655431e-01
## [6318,] 0.6975909306 3.276691e-01 1.2497183950 -2.223352e+00 -5.127457e-01
## [6319,] 1.7741643784 1.436077e-01 -0.1064810139 1.630872e+00 -1.286457e+00
## [6320,] 1.1429006023 7.589328e-01 1.1314010195 2.353566e+00 -9.086698e-01
## [6321,] -0.2593280498 5.442053e-01 -0.7207705738 1.380133e-01 4.562952e-01
## [6322,] 1.7683495399 4.158388e-01 0.5892301676 -1.262098e+00 5.101944e-01
## [6323,] 1.3371704596 4.561074e-02 -1.1855226576 8.270702e-01 -9.336536e-01
## [6324,] -0.2153277859 7.442301e-01 1.0815848904 -1.429072e-01 7.706811e-01
## [6325,] -1.4221718411 2.402348e-01 1.3536038065 -5.568080e-01 -3.146344e-02
## [6326,] -0.6896226168 -3.888673e-01 0.8079954388 5.501843e-01 -4.060501e-01
## [6327,] 1.2884297600 9.656064e-01 -0.6192664360 -1.751050e+00 -5.907795e-01
## [6328,] 2.3899472372 3.967296e-01 -1.1460728916 -5.248972e-01 1.985549e-02
## [6329,] 0.3356946938 -2.122715e-01 1.2019274373 -1.127373e+00 1.054999e+00
## [6330,] -1.3818818131 9.604529e-01 -0.7502578278 3.869318e-01 -3.405711e-01
## [6331,] 1.6051042910 -6.757240e-01 0.2884414491 -1.494224e+00 -1.255905e+00
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## [6333,] -1.0231016328 7.250546e-01 0.9723266072 -4.150756e-01 -3.474691e-01
## [6334,] -1.3915371208 1.327683e+00 0.2159821816 -1.210245e+00 -7.011187e-01
## [6335,] 1.5487781015 1.156515e+00 0.4307291566 4.616611e-01 9.398975e-02
## [6336,] -1.2898359949 3.561371e-01 -0.6480222216 4.134343e-01 -9.816734e-01
## [6337,] -0.7130255169 -1.675357e+00 1.7885459192 -1.598235e+00 1.234015e+00
## [6338,] -1.6113013030 -3.223419e-01 -0.2328934634 -2.591276e-01 -9.236848e-01
## [6339,] 0.2269209430 -9.910372e-01 1.4318845102 1.657799e+00 -4.144554e-01
## [6340,] 1.1784371899 8.965536e-01 -0.2425104535 -9.359347e-01 -7.050935e-03
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## [6342,] 0.1627756862 -5.487435e-01 1.5600969402 9.512147e-01 -1.924917e-01
## [6343,] -1.3791704596 -1.194225e+00 -1.5126743781 5.237210e-01 -1.520144e+00
## [6344,] -0.2322948154 4.866024e-01 0.1768410771 1.642375e+00 5.159889e-01
## [6345,] -0.2882564647 9.736590e-02 -0.9808929206 -1.307767e+00 1.913778e+00
## [6346,] -0.3402200913 4.512020e-01 1.0271501340 -5.031806e-01 1.514097e-01
## [6347,] 0.0050387325 -3.255838e+00 1.6364821311 -4.098184e-01 5.057456e-01
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## [6372,] 1.8713128421 1.127699e-01 0.4246873587 7.723706e-02 -7.636482e-01
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## [6377,] -1.3393494877 -2.585447e+00 -0.7814363516 7.390411e-02 -7.406178e-01
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## [6379,] -0.8683656252 1.448106e-01 1.1934752351 4.192289e-01 -1.132659e+00
## [6380,] -1.0662659817 -1.413484e+00 0.7605129302 -1.559881e-01 -1.706945e-01
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## [6383,] -0.4562261751 -3.845905e-01 0.4098182657 9.929501e-01 -5.638710e-01
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## [6560,] 1.3708471187 9.311391e-01 -0.6671818062 -1.084618e+00 -7.106245e-02
## [6561,] 0.0907186596 1.484342e+00 0.0789406467 1.903838e-01 2.027834e-01
## [6562,] 0.2236865905 -6.069577e-01 0.3090207968 -1.698036e+00 5.071783e-01
## [6563,] 0.0933589319 -1.989090e+00 1.1999201210 9.553522e-01 1.549581e+00
## [6564,] -0.6964515883 -2.350711e+00 -1.6635394020 1.975981e+00 2.927729e-01
## [6565,] 0.2258765533 -2.047657e-01 1.2767905268 2.898022e-01 -5.290177e-01
## [6566,] -0.2805223075 2.254374e-01 0.9266044651 -3.220592e-01 5.554467e-01
## [6567,] -0.3789338482 4.848515e-01 -1.5967512801 -2.816907e+00 -9.039093e-01
## [6568,] -0.9789599917 -2.115604e-01 0.3771493360 7.145822e-01 4.008930e-01
## [6569,] -0.8366510168 1.285512e+00 -0.6274810931 7.261963e-01 1.727681e+00
## [6570,] 2.1724658135 3.801163e-01 0.3506790365 -4.804019e-01 -1.540751e+00
## [6571,] 1.1505086649 -1.448224e+00 1.0417923785 -5.693405e-01 -1.841671e-01
## [6572,] -0.6042841191 1.579233e-01 -0.3978520530 -4.133626e-02 2.332012e+00
## [6573,] 0.5836448773 -1.189742e+00 1.2889197417 1.189590e+00 5.031412e-01
## [6574,] 0.5548409890 -7.663738e-01 0.1442902181 -1.008521e-01 1.166923e+00
## [6575,] -1.1601754855 -3.828463e-02 -0.4069157475 2.604970e-01 -1.229376e+00
## [6576,] -0.1900348564 7.390837e-01 0.8301345843 -6.781773e-01 1.520996e-01
## [6577,] 0.6222202965 1.428437e+00 -0.8544054392 -4.453466e-01 -4.548409e-01
## [6578,] -0.3521635671 -1.100692e+00 0.3018996944 -7.385218e-01 1.205015e+00
## [6579,] -1.1833168495 -1.510494e+00 -0.8607194866 4.221837e-01 3.584436e-01
## [6580,] 2.7922167996 1.685177e-01 1.1071560829 1.254413e+00 -5.226279e-01
## [6581,] -0.2596622441 -1.182349e+00 0.5523201394 3.548242e-01 -8.867204e-01
## [6582,] 0.0507695458 1.128731e+00 0.3228816422 1.846252e-01 1.261368e+00
## [6583,] -0.7666931732 4.826662e-01 0.3327087684 4.613524e-01 6.537464e-01
## [6584,] -1.0725347812 -8.283761e-01 0.8099302530 -1.953382e+00 4.278675e-01
## [6585,] -0.6758462963 -3.504349e-01 0.9131871281 1.995975e-01 -8.304433e-01
## [6586,] -0.1067438762 -1.025204e+00 -0.6975941370 4.607671e-01 -7.398866e-01
## [6587,] -0.4970104594 5.289131e-01 -0.3277106837 6.732573e-01 2.593664e-01
## [6588,] 1.4683377427 4.725360e-01 0.5723966276 -1.696652e+00 -1.440458e-01
## [6589,] -0.2127239503 -8.121642e-01 0.9864283233 2.503468e-01 -2.732219e-01
## [6590,] -0.7801093450 -8.136949e-02 -0.5470977118 -8.999004e-01 -1.623759e-01
## [6591,] 1.6198921456 -5.645650e-01 -0.7044959680 2.889801e-01 -4.426414e-01
## [6592,] -0.1565908039 2.715654e-01 0.0980982189 7.396034e-01 1.189512e+00
## [6593,] 0.4648922894 -1.831304e+00 1.2176693315 -2.970592e-01 3.226807e-01
## [6594,] -1.0122270790 8.762943e-01 -0.0598591692 -1.852780e-01 3.227250e-01
## [6595,] -0.1789987227 1.244347e+00 1.0523044648 3.844720e-02 1.858399e-01
## [6596,] -0.8456480751 2.678560e-01 0.0765574113 5.789456e-01 7.636661e-02
## [6597,] 0.3792316628 1.239871e+00 -0.8279287055 4.207886e-02 -1.720453e-01
## [6598,] 0.9849017400 -6.772258e-01 0.2057147139 -8.907423e-01 2.961509e-01
## [6599,] -0.3962621772 -4.577229e-01 0.4887884032 -4.380361e-02 -5.446315e-01
## [6600,] -1.2342072709 -1.237436e+00 -1.7054706112 1.351213e+00 3.446350e-01
## [6601,] 0.6484089784 5.035038e-01 -1.8422506982 -1.072584e+00 -7.550860e-03
## [6602,] -0.4483686789 4.112524e-01 -0.2950420291 3.405401e-01 -8.431946e-01
## [6603,] -1.6426997082 1.230499e+00 -1.1887135855 -1.346242e+00 -9.777004e-01
## [6604,] 1.3211031620 9.831985e-01 0.5534445838 -1.197419e+00 -4.830240e-01
## [6605,] -0.2898001025 1.017047e+00 -0.3797223651 -1.477806e-01 1.799738e+00
## [6606,] -0.7867814532 1.051257e+00 -0.2128781017 2.959480e-01 3.749361e-01
## [6607,] 0.2147844443 -4.442426e-01 1.0512638638 -1.173519e+00 8.126188e-01
## [6608,] 0.5854761205 -3.504975e-01 1.1096512073 -7.738902e-01 1.207088e+00
## [6609,] -1.6271325987 -9.706194e-01 -1.6028039704 2.053639e-01 2.498074e-01
## [6610,] -0.8790633888 8.072554e-01 0.7909307659 -2.952779e-01 3.063111e-01
## [6611,] -2.0588960867 4.573092e-02 -1.8709670460 -1.077366e+00 -2.524515e+00
## [6612,] -1.8567629570 1.299088e+00 -0.6898690577 -8.909876e-01 -4.471195e-01
## [6613,] -0.9282676186 -1.248269e-01 2.0801355785 -1.429254e+00 1.949430e-01
## [6614,] -1.4044342416 -1.536734e+00 -0.3801701585 -4.248759e-01 -8.386895e-01
## [6615,] -0.9934710545 -1.604447e+00 1.9685483122 -1.154433e+00 1.499535e+00
## [6616,] -0.7053747314 -3.059107e-02 -0.6749074746 2.459995e-01 1.966267e-01
## [6617,] 0.4514637420 -6.880481e-01 0.9438622073 8.924582e-01 3.661524e-02
## [6618,] 1.7215964207 -3.154785e-01 0.5540810731 -3.171379e-01 -6.847238e-01
## [6619,] -0.8474337988 -1.126118e+00 0.4305142751 7.196587e-01 -8.628027e-01
## [6620,] -1.3858510801 3.772879e-01 0.2226422004 -9.875428e-01 -4.194305e-02
## [6621,] -1.1863277364 -5.441136e-01 -0.0026830008 -3.362563e-01 -1.483423e+00
## [6622,] -0.2027426744 6.644915e-01 1.6506523971 4.404741e-01 4.901855e-01
## [6623,] 0.1363538966 -4.381107e-02 0.1756653968 7.965533e-01 -7.663529e-01
## [6624,] -0.2884811513 -3.267162e-01 -0.9040705645 1.296181e+00 4.721817e-01
## [6625,] 0.1456178105 -8.737162e-01 0.8845254598 -5.840137e-01 -3.739659e-01
## [6626,] 0.8217218305 9.290411e-01 -0.1481027700 -4.902101e-01 -1.212539e-02
## [6627,] -0.7691214017 1.637907e+00 -0.3963498191 1.045689e+00 2.038161e-02
## [6628,] -0.0051021873 -1.854293e-01 1.2875188319 -2.855089e-01 -9.079807e-01
## [6629,] -0.6067933267 1.248441e+00 -0.2994167663 2.625598e-02 1.338099e+00
## [6630,] 2.5617236480 -3.847723e-02 0.9104649411 7.410288e-01 -6.611768e-01
## [6631,] 0.4934874457 8.017817e-01 0.1647107303 -9.729350e-01 -6.767070e-02
## [6632,] -1.4558699217 9.186299e-01 0.7177757083 3.213343e-01 1.762728e-01
## [6633,] -0.8236776610 -5.517407e-01 -1.3882727363 1.760857e+00 5.715390e-02
## [6634,] -0.5495321276 1.892022e-01 -0.5303189531 8.215044e-01 8.099687e-01
## [6635,] -1.3615496703 4.264259e-01 -0.1799503955 -7.177645e-01 -3.364922e-02
## [6636,] -0.3587660064 1.959619e-01 1.6466682843 -4.926077e-02 8.435426e-01
## [6637,] -0.3434198372 4.874174e-01 -0.2592029002 7.597789e-01 1.018669e+00
## [6638,] -0.2838588904 1.183857e-01 0.4160966562 1.162649e+00 7.000730e-01
## [6639,] 1.5478904785 -5.729886e+00 -1.6291614603 1.870294e+00 -1.814860e+00
## [6640,] 0.0294384420 8.750039e-02 1.1613410914 1.140910e+00 -1.015330e+00
## [6641,] -1.1711512746 -6.733667e-01 -1.0660641286 -4.287544e-01 2.973127e-01
## [6642,] -0.9861794741 -1.528039e+00 -0.9539346500 1.559422e+00 -8.076259e-01
## [6643,] 1.6791830362 9.825643e-01 -0.8317005240 4.874910e-02 1.971084e-01
## [6644,] 0.3620657304 -2.154948e+00 -0.7998236447 1.038308e+00 -9.020732e-01
## [6645,] -1.0064509599 -1.815310e+00 0.3549464752 3.277528e-01 -9.353437e-01
## [6646,] -0.3055609074 -1.042057e-01 -0.8289141214 4.045791e-01 4.745863e-01
## [6647,] 0.2309124411 -1.363790e+00 1.3616543400 -6.699098e-01 -1.157494e-01
## [6648,] -1.5190145631 2.298655e-01 -1.7710044336 -2.241841e-01 -3.097966e-01
## [6649,] 1.1688797273 -1.048481e+00 -0.0040467038 1.907957e-01 4.936479e-01
## [6650,] 0.1782927032 -2.177515e-01 1.7537257334 4.178101e-01 -2.317472e-01
## [6651,] 1.3603710567 5.627727e-01 -0.4136857121 1.201673e-01 -4.721303e-01
## [6652,] 0.1381862977 2.407568e-01 1.2309605213 1.093874e+00 -2.905645e-01
## [6653,] 1.4500957375 1.358774e+00 -0.0354872568 -6.367372e-01 -5.992122e-01
## [6654,] 1.3611424794 -2.697411e-02 0.9437345965 1.133098e+00 -4.291690e-01
## [6655,] -0.0655495042 1.254598e+00 -1.2162582176 -1.048640e+00 -1.080114e+00
## [6656,] 1.1243527475 9.692145e-02 -0.7953303744 -5.950194e-01 -1.667003e+00
## [6657,] 0.1643646584 -9.590588e-01 1.5378341896 8.412652e-01 -4.043345e-01
## [6658,] -1.1000233760 -1.331347e+00 -1.2591474269 6.785681e-01 -4.475506e-01
## [6659,] -0.4653253346 -6.449664e-01 -0.8385086742 -5.629536e-01 7.084024e-01
## [6660,] -0.4139302385 1.242501e+00 -0.1947461016 6.564581e-01 7.601700e-01
## [6661,] -0.2082496251 1.053879e+00 -0.8249150929 5.171865e-01 1.667297e+00
## [6662,] 0.2583655032 2.625812e-03 0.9136562957 7.617870e-01 -2.763356e-01
## [6663,] 1.8701080772 1.788951e-01 -0.3420367938 1.151339e+00 -7.477282e-01
## [6664,] 0.4184870613 -4.813799e-01 -1.3652056566 -2.220835e-01 6.554301e-01
## [6665,] -0.0117760564 3.810004e-01 -1.6042156340 -2.301562e+00 -5.861888e-01
## [6666,] 0.7546073879 1.070109e+00 -0.8862230472 -7.974208e-01 -4.549040e-02
## PC11 PC12 PC13 PC14 PC15
## [1,] 7.490591e-02 1.2943150650 1.104711e-01 -0.3320706760 1.816904e-01
## [2,] -3.952039e-01 -0.4726273029 -1.882985e-01 -0.1432056796 -5.510701e-01
## [3,] 2.564763e-01 0.3917510790 1.899547e-01 0.1249357121 4.683932e-01
## [4,] -5.970255e-01 -0.4505438138 -4.166267e-01 0.5674191048 -2.131679e-01
## [5,] 8.151103e-01 -0.6124134271 1.142762e-02 -0.0481343594 -2.344673e-01
## [6,] 1.130955e+00 -0.8022819620 -1.103025e+00 -1.0614040127 3.170111e-02
## [7,] 1.178683e+00 -0.5470857410 -1.603943e+00 -2.4320514267 8.333939e-02
## [8,] -7.653309e-01 -1.2270178544 7.012417e-01 -0.0293615781 -1.034382e+00
## [9,] -3.150708e-02 -0.0794828632 -2.371536e-01 0.1897038761 -3.089411e-01
## [10,] 1.515701e-01 0.4337239244 7.138311e-01 -0.3602464255 -3.955506e-02
## [11,] -8.264524e-01 -1.0577047990 1.836662e+00 -0.3070440978 5.233336e-01
## [12,] -1.256747e+00 -0.5934470214 3.192107e-01 -0.7214608141 6.719997e-02
## [13,] -8.999713e-01 -0.2778653553 -8.565966e-01 -0.2733318973 3.816549e-01
## [14,] 1.879039e-01 0.5358742661 2.429117e-01 0.0385602979 -1.543362e-01
## [15,] -8.970511e-02 -0.3775864260 -7.708975e-01 0.1860807784 -2.018077e-01
## [16,] -1.113496e+00 -0.1801695719 -1.017403e+00 0.1351535260 1.356266e-01
## [17,] 2.701241e-02 0.1151601531 -1.830522e-01 0.6546263016 1.298077e-01
## [18,] 1.222788e+00 -0.6078788816 2.249365e-01 0.2297252898 -5.854674e-02
## [19,] 1.045793e-01 0.1853047109 4.042617e-01 -0.0336060862 1.055383e+00
## [20,] 1.945459e-01 0.4227577116 -4.130805e-01 0.2384431273 -6.198838e-01
## [21,] -1.100743e+00 1.2553801721 5.648511e-01 -0.0225121258 3.171147e-01
## [22,] 1.205144e-01 0.3108146076 -8.054811e-01 0.5332438847 5.114619e-01
## [23,] 3.135702e-01 0.1960823050 -3.766737e-01 0.6820788562 -1.726394e-01
## [24,] 5.700161e-02 1.2270950382 -8.280513e-01 -1.5677955962 -8.229186e-01
## [25,] -7.466629e-01 0.1789129147 -3.324124e-01 -0.1635098176 1.213090e-01
## [26,] 1.224026e-01 -1.2957174421 5.649048e-01 0.2379706041 -1.832633e-01
## [27,] -9.609930e-01 -0.2339610446 -3.230446e-01 -0.2191317371 5.519106e-01
## [28,] -1.226033e+00 0.5877829073 -3.228845e-01 -0.4348779827 5.143366e-01
## [29,] 9.659733e-01 -0.6553989513 -4.733033e-01 -1.0480455628 -2.680545e-01
## [30,] 4.134378e-01 0.7745144932 -1.254395e+00 -0.5269869829 -1.468596e-01
## [31,] -5.144192e-01 0.3623903553 -4.671344e-03 -0.1635045008 -8.987521e-01
## [32,] -1.018377e+00 1.6978602736 -7.436518e-01 0.2758424931 3.049688e-01
## [33,] -4.957026e-01 -0.6269206868 5.142183e-01 -0.4744977160 2.301689e-01
## [34,] -7.344993e-01 0.8980213233 -6.592674e-01 0.8015384538 -5.859426e-02
## [35,] 1.747642e+00 1.1860753498 9.007395e-01 -0.2127704991 1.332212e+00
## [36,] 3.085849e-01 -0.4882332371 8.248916e-01 0.2658131816 6.171711e-01
## [37,] -2.495639e-01 -0.1591549921 6.085666e-01 0.0002934084 -5.414824e-02
## [38,] 5.306278e-01 -0.4028113032 5.365206e-01 0.4046151486 1.744794e-01
## [39,] 4.299312e-01 0.9875901995 1.300759e-01 0.6120780726 5.391934e-01
## [40,] -4.934901e-01 0.9316685505 8.748455e-01 -0.6021465541 6.529680e-01
## [41,] 6.538487e-02 -0.1337977054 4.365899e-02 0.1167957100 4.362425e-02
## [42,] -5.032656e-01 0.5197920103 -1.611614e+00 1.1347923555 -3.918637e-01
## [43,] 2.863426e-01 0.0499489490 2.300349e-01 -0.1599798588 -2.540156e-01
## [44,] 2.217922e-01 -0.3774691936 9.960362e-01 -0.8135994391 2.551325e-01
## [45,] 5.980413e-01 -0.0943209629 8.677913e-01 -0.4268470352 -1.676223e-01
## [46,] 3.087213e-01 -0.8652088099 5.429009e-01 -0.8380675646 1.233676e-01
## [47,] -1.024597e-01 0.4063731881 2.525782e-01 0.3613996833 -3.107198e-01
## [48,] 1.018589e+00 -0.6348514763 1.239186e+00 0.4171642420 4.414161e-01
## [49,] 1.066722e+00 0.3241867115 -1.495722e+00 -0.7762281513 -6.052379e-01
## [50,] 3.552365e-01 -0.0201174827 -8.854569e-02 0.1301265375 -6.131221e-01
## [51,] 5.034735e-01 -0.1955466363 -1.925749e-01 1.0890650388 6.953009e-01
## [52,] -7.952095e-01 0.3098143608 9.003992e-02 0.1040253828 -5.586185e-01
## [53,] 2.830172e-01 -0.4471282459 5.009376e-02 0.2527616769 -3.754842e-01
## [54,] -4.810904e-01 0.0265150424 -3.818885e-01 -0.2527564007 -6.364066e-01
## [55,] -6.334213e-01 0.5418308295 -4.255806e-01 -0.0552421567 -7.828839e-01
## [56,] 5.183648e-01 -0.7662398404 -1.559703e+00 -1.5722611558 3.132335e-01
## [57,] 9.946418e-01 -0.0155012956 -4.573729e-01 1.2710165321 -1.278912e-01
## [58,] 5.029132e-01 -0.8162595857 5.941265e-01 -0.4685839129 3.974857e-01
## [59,] 4.980393e-01 0.4245861105 3.427130e-01 -0.2921644562 9.825037e-02
## [60,] 1.893606e+00 -0.6984360488 -2.251608e+00 -2.2140089332 -2.203493e-01
## [61,] -9.195545e-01 -0.1743832560 -4.155043e-01 -0.0332315974 3.876761e-01
## [62,] 2.629973e-01 0.0765486064 -6.136994e-01 0.4047175168 1.675894e-01
## [63,] -1.085658e+00 -0.5789323336 1.013279e+00 0.6070208087 -2.013575e-02
## [64,] 5.515958e-02 -1.3842721435 3.892564e-01 -0.2984907871 -7.206532e-02
## [65,] 9.567353e-01 0.6899372070 -5.683840e-01 0.1551065631 5.220033e-01
## [66,] 2.908055e-01 0.1850074471 -6.310428e-01 0.6622525661 -4.974747e-01
## [67,] 1.148675e+00 -0.1951538757 1.437780e-01 -0.0624432803 4.938371e-01
## [68,] -6.579288e-01 -0.3526695845 2.534197e-01 -0.4374987813 4.857212e-01
## [69,] -2.329145e-01 -0.6840696086 -8.010803e-01 0.2711956699 -2.153350e-01
## [70,] -1.461361e+00 -0.8838537499 7.492692e-01 -1.2733766117 -1.886735e-01
## [71,] -1.210953e-01 1.1277025921 -4.407962e-01 -0.0203264615 3.117851e-01
## [72,] -7.193486e-01 -0.3613908219 -4.793615e-01 -0.3533392994 7.246448e-03
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## [1849,] -1.018005e+00 -1.2094382184 8.530769e-01 -1.0967668425 -4.293938e-01
## [1850,] -4.346978e-01 0.3826332406 -5.903714e-01 0.2950084781 -6.046545e-01
## [1851,] -2.641701e-01 0.3005070011 -1.229555e+00 0.8557321631 -2.822836e-01
## [1852,] 2.090468e-01 -0.1422953343 -4.500748e-01 0.5037375331 6.099735e-01
## [1853,] -7.609325e-01 0.7148600858 8.072020e-01 -0.5113140593 -1.690264e-01
## [1854,] -1.662304e+00 -0.7871845872 -2.098690e-01 0.2175116575 5.061831e-01
## [1855,] -5.858113e-01 0.7409908112 -1.153173e-01 0.0655837231 -1.215071e-01
## [1856,] -1.028785e+00 -0.0831708132 -3.686633e-01 0.0198225282 6.603817e-02
## [1857,] 3.043462e-01 0.4439123024 -3.205383e-03 0.3818140499 1.089866e+00
## [1858,] 4.103896e-01 -0.3321289474 -3.270513e-01 0.5216383159 -6.292897e-01
## [1859,] -7.142289e-01 -0.7100760107 3.090602e-02 0.0112875175 -4.817890e-01
## [1860,] 9.086203e-01 0.7992195801 6.252132e-01 0.0215954607 -3.221277e-01
## [1861,] 9.458944e-01 0.1481351696 5.897054e-01 -0.1402049041 -2.681929e-01
## [1862,] -5.723260e-01 -1.1095013228 1.123680e+00 1.5286229797 2.337796e-01
## [1863,] 3.919069e-01 -0.2236838048 -1.666113e-01 0.2333637659 -7.211528e-01
## [1864,] 9.511193e-01 0.4706679435 -9.217592e-02 -1.8841186419 -7.708064e-01
## [1865,] -4.397746e-01 0.7684546478 -6.118328e-01 0.1915161139 -1.751095e-01
## [1866,] -2.288730e+00 -0.9572965668 5.460807e-01 0.7280304873 -1.616687e-01
## [1867,] -1.612033e-01 -1.0376197619 -5.415539e-01 0.9597133774 1.531911e+00
## [1868,] -1.492411e-01 -0.5948385438 6.599566e-02 0.1215491868 -4.000748e-01
## [1869,] -3.029735e-01 -0.1724262642 9.982285e-01 -0.0682873180 -7.161580e-01
## [1870,] -5.514823e-02 0.2101715680 -1.864342e-01 1.2823503765 3.092668e-01
## [1871,] -2.636014e-02 0.0642605851 -1.122958e+00 0.9197393192 4.834983e-01
## [1872,] -1.263520e+00 -0.6046595270 2.081982e-01 -0.0206568563 -7.728047e-01
## [1873,] 1.157301e-01 -1.0699474364 -1.525262e-01 0.0124974042 -5.984658e-01
## [1874,] 9.180439e-01 0.4383437140 2.871785e-01 -0.3294683864 1.322045e-01
## [1875,] -2.528535e-01 -1.0369470440 6.694182e-02 0.1092236957 6.035363e-03
## [1876,] 7.111037e-01 -0.4404002360 8.018917e-01 0.1212318188 1.017529e-01
## [1877,] -4.819478e-01 0.4333443722 2.966101e-01 -0.5304992526 8.381286e-01
## [1878,] 1.913907e-01 -0.4953960251 -4.727753e-01 0.4073898898 -5.814845e-01
## [1879,] -5.978308e-01 1.4246635084 -3.075543e-03 -0.1576033857 1.132817e+00
## [1880,] 8.347092e-01 0.1427662338 -5.982246e-01 0.9514608876 4.368702e-01
## [1881,] 8.724194e-01 0.5466379816 -3.505201e-01 0.8730493206 -1.689036e-01
## [1882,] -1.359396e+00 0.4911701991 -4.793705e-01 -0.3126883362 2.205345e-01
## [1883,] 6.130197e-01 -0.0068666969 4.062794e-01 0.1329679120 -3.505837e-01
## [1884,] 4.898181e-01 -0.6090830360 -4.794325e-01 0.9202659880 1.334584e-01
## [1885,] -2.276701e-01 0.5160093600 1.971849e-02 -0.2630544281 -6.466723e-02
## [1886,] -7.193819e-02 -0.2952601816 1.260960e+00 0.1872879612 -6.760818e-01
## [1887,] 1.804120e+00 0.1694178496 5.024329e-01 0.9120790245 -6.739890e-01
## [1888,] -5.561107e-01 -0.2104315888 4.745172e-01 0.0738709820 -3.960502e-01
## [1889,] -1.565254e-01 -0.3975148048 -5.419821e-01 0.8580810389 -5.764030e-01
## [1890,] -5.836544e-01 -0.0023490749 9.126528e-01 -0.3471361258 -1.151447e-01
## [1891,] -2.244007e-01 -0.7893780342 -2.265163e-01 0.3398032243 -6.799891e-01
## [1892,] 4.345789e-01 0.2609119663 -1.452339e+00 1.2549120618 9.942378e-02
## [1893,] 3.746495e-01 -0.1184522384 2.581405e-01 0.1336390267 1.182036e-02
## [1894,] 8.521775e-02 -0.6301820907 -2.048653e-03 1.9092937960 2.592855e-01
## [1895,] -1.613816e-01 0.5722538122 5.890954e-01 -0.3069844992 -7.771004e-03
## [1896,] 5.188949e-01 0.3622305846 -2.518334e-01 0.0769051609 -5.888609e-01
## [1897,] 6.520422e-01 -1.1738055318 3.981319e-02 -0.6414747133 2.246718e-01
## [1898,] 6.260438e-01 -0.3475917075 -8.031659e-01 -0.7516063945 -1.991105e-01
## [1899,] 1.111204e+00 1.4596548265 9.014712e-01 -0.7181768992 1.154607e+00
## [1900,] -3.956698e-01 1.0680163471 -5.593662e-01 0.4580761856 -1.554048e-01
## [1901,] 2.674381e-01 -0.2156831162 -1.692772e-03 -0.0390577611 -1.991835e-02
## [1902,] 6.977850e-01 0.5960150804 8.562651e-01 -0.0084142137 8.019526e-01
## [1903,] -9.679893e-01 -0.9704868362 8.154376e-01 -0.6848834879 -2.013419e-01
## [1904,] 7.133419e-02 -0.7872916127 -1.305263e-01 -0.6220124807 3.756436e-02
## [1905,] 3.432657e-01 0.5733072263 -8.155477e-01 0.9808488090 9.278783e-01
## [1906,] 1.187841e+00 0.5581905545 -1.533290e-01 0.3437120579 1.324284e-01
## [1907,] -4.546608e-01 0.1578091126 5.519379e-01 -0.8621661213 -1.836071e-01
## [1908,] -4.778132e-01 -0.5403173820 -6.637560e-01 0.5922700440 -4.748746e-01
## [1909,] -3.061597e-01 -0.0104658442 5.155428e-01 0.4132861338 1.042178e-02
## [1910,] -5.506104e-01 0.0295979539 -2.063211e-01 -0.4856993769 -3.141328e-01
## [1911,] 4.742352e-01 1.8645400904 -1.722462e-01 -0.0710326384 -1.031358e+00
## [1912,] 9.613368e-01 -0.0617422754 2.135621e-01 -0.7395176183 4.236566e-01
## [1913,] 1.210305e+00 -0.7634045065 7.015984e-01 0.1806717698 3.663597e-01
## [1914,] -1.701320e+00 -0.4725993639 -4.341457e-01 -0.0954640044 -3.101426e-01
## [1915,] 8.846839e-01 -0.1522995592 3.236374e-01 0.3893026846 6.870109e-01
## [1916,] -2.551812e-01 0.4902041753 -1.435102e+00 0.8545800550 8.936399e-01
## [1917,] 8.656592e-02 -0.3057331754 -8.958495e-01 0.3454396274 2.376947e-01
## [1918,] -6.214165e-01 1.7666883659 5.279472e-03 0.0680154445 -7.270784e-01
## [1919,] -4.977149e-01 -1.4017978698 -3.167968e-01 0.6994177519 -1.759519e-02
## [1920,] 2.785817e-01 -0.2244612601 2.787260e-01 -0.6118072071 -7.422103e-01
## [1921,] -2.409176e-01 -0.0870190610 -1.278626e-01 0.2842827117 -9.607094e-01
## [1922,] 5.554620e-01 0.4545607878 -7.050109e-02 0.3889870567 -1.554004e+00
## [1923,] 1.167492e-01 0.4372214736 -3.135241e-01 -0.1058437073 6.822153e-01
## [1924,] -2.123755e-01 0.2174613474 1.075777e+00 -1.0985327788 1.722269e-01
## [1925,] -4.186538e-01 -0.4901272895 -1.203532e-01 -0.1006040160 -8.659371e-01
## [1926,] 4.670270e-01 -0.5682168290 -7.335097e-01 0.9226877043 -7.540828e-02
## [1927,] -1.295945e+00 0.4008762062 -9.135658e-02 -0.3755548216 4.617187e-01
## [1928,] 1.257022e+00 0.1892476366 -5.556071e-01 0.4718651197 -4.498998e-01
## [1929,] -4.501639e-01 -1.5872289457 1.055156e+00 -0.7257730065 5.375015e-01
## [1930,] 2.708592e-01 0.1085657306 4.253716e-01 -0.7392590482 -2.156571e-01
## [1931,] 2.063119e-01 -0.0680919600 -1.112867e+00 0.1547585956 -4.642716e-01
## [1932,] 7.805383e-01 -0.3267760256 -4.176915e-02 0.0466475969 2.320530e-02
## [1933,] 1.466307e+00 0.8793761982 3.131427e-02 0.8711888983 3.823393e-01
## [1934,] 6.990245e-01 1.1337023946 7.459548e-01 0.0415551132 -5.380600e-01
## [1935,] -5.263713e-01 -0.2594273015 4.167112e-01 -0.0048482049 -1.002542e+00
## [1936,] 3.670473e-01 -0.6976219420 -7.653958e-01 0.5878888954 -3.172630e-01
## [1937,] -6.279561e-02 0.2796201976 -6.212614e-01 0.7497791856 2.403031e-01
## [1938,] 3.114274e-01 -0.5217994912 -4.272946e-01 0.4009757114 6.190678e-01
## [1939,] 2.290102e-01 -0.3178329766 -1.167880e+00 0.6765959042 8.607667e-01
## [1940,] 1.078615e+00 0.2003584652 2.823838e-01 0.5334123395 -4.249892e-02
## [1941,] -4.251469e-01 -1.2304587987 7.797344e-01 0.0934796744 8.401224e-01
## [1942,] 1.245534e+00 -0.8770246093 -9.795676e-01 -0.7707594764 -4.813284e-01
## [1943,] -1.149808e+00 0.2598995257 -8.793303e-01 -0.1187074210 2.383792e-01
## [1944,] -4.189811e-01 1.9926982706 3.739364e-01 -0.1842381735 1.578249e-01
## [1945,] 8.624131e-02 0.6225908098 1.335896e-01 -0.4888907481 2.447398e-02
## [1946,] 8.833030e-01 0.0221258053 -1.065102e-01 -0.0739895142 2.938085e-02
## [1947,] -9.420285e-01 1.1857350888 1.009191e-01 -0.3750165264 -6.781314e-01
## [1948,] 8.991334e-01 0.4248090751 4.732084e-02 -0.2092458903 -2.274963e-01
## [1949,] -3.388153e-01 -0.2749582375 -2.941864e-01 -0.3779186486 8.375526e-02
## [1950,] -1.355647e-01 -1.0271486775 -6.974589e-01 0.5706027878 5.933915e-02
## [1951,] 4.657063e-01 -0.2261071522 1.100558e-01 0.1916436644 -4.742217e-02
## [1952,] -2.866790e-01 0.0813240193 -3.095089e-01 -0.1407390034 3.446411e-02
## [1953,] -2.573167e-01 -0.0078158941 7.947076e-01 0.2613514200 2.940573e-01
## [1954,] 1.589935e+00 -0.2513391463 -1.624354e-01 -1.8637028621 -1.187688e-01
## [1955,] 9.014462e-01 -0.1496503820 3.910228e-01 0.4837764153 -5.909701e-01
## [1956,] 1.176966e+00 1.5817916422 7.668683e-02 0.0633787481 6.361421e-03
## [1957,] -1.028483e+00 -0.1278773530 -4.929883e-01 0.0410718730 9.966714e-02
## [1958,] -1.599561e-01 -0.0977968515 6.050493e-01 -0.6808314497 -3.963613e-01
## [1959,] -3.203424e-01 0.2935210428 -7.247091e-01 0.4506756435 -2.735010e-01
## [1960,] -1.642207e+00 0.4641691459 -2.073393e-01 -0.4721097428 -5.030457e-02
## [1961,] 2.004651e-01 -0.4631288196 -2.041142e-01 0.6914870432 -7.766855e-01
## [1962,] 5.935182e-01 -1.0996794384 1.674883e+00 -0.6900877488 1.308390e+00
## [1963,] -1.842619e+00 -0.4199906113 -9.541961e-01 0.0751141802 3.741369e-02
## [1964,] 5.755077e-01 0.4035954292 -2.304623e-01 1.1108168718 3.741825e-01
## [1965,] -5.093747e-01 -0.1639197172 9.363024e-01 0.5541251499 -2.825243e-01
## [1966,] -3.314852e-01 -0.5616545765 1.955146e-01 0.1757803548 -5.832439e-01
## [1967,] 5.885204e-02 -1.0940770382 -4.673734e-02 0.0270627403 -1.238275e+00
## [1968,] -2.181188e-01 -0.4867063875 5.657594e-01 -0.0993503327 5.776105e-01
## [1969,] -1.084975e+00 1.0239670182 -1.421205e+00 -0.6848585101 -1.573458e-01
## [1970,] 5.475984e-01 -0.2395388074 -5.971417e-01 0.1940467179 1.920706e-01
## [1971,] 1.914694e-01 -0.5862712530 -5.534777e-01 0.3439627476 -1.436173e-01
## [1972,] -6.089216e-01 0.3798251342 -9.234058e-01 -0.1163376996 4.920711e-01
## [1973,] 2.438716e-01 0.1335492939 9.971489e-01 -0.7087542288 5.946084e-01
## [1974,] -9.760791e-01 -0.4552175522 1.133403e+00 0.7629332271 -4.428655e-03
## [1975,] 8.917825e-01 -0.0786446776 3.693512e-01 0.3140390507 3.593956e-02
## [1976,] 1.488648e-01 0.7478010451 -1.646723e-01 0.4359542479 -3.545510e-01
## [1977,] -4.358684e-01 -0.2674465390 -5.747853e-02 -0.2063334047 -1.875668e-01
## [1978,] 5.493725e-01 -0.0151103643 9.710820e-01 -0.3426744512 -2.022088e-01
## [1979,] 2.922957e-01 -0.3697792907 -1.630254e+00 -0.2028770315 -9.196174e-02
## [1980,] -5.142651e-01 -0.4694774558 -4.634683e-01 0.5570491392 -6.711505e-03
## [1981,] -2.107442e-01 1.2599554346 1.396948e-01 -0.0311363406 6.033846e-01
## [1982,] 3.134553e-01 2.8017100879 8.049484e-01 -0.2539000492 -1.677698e-01
## [1983,] 6.525312e-02 -0.4103823480 2.073362e-01 0.5183624941 2.075809e-01
## [1984,] -2.595210e-01 0.1330550883 7.048940e-02 0.2639042844 -5.685720e-01
## [1985,] -1.011047e+00 -0.5663620663 -1.194890e-01 -0.1768860423 -3.424532e-01
## [1986,] -1.924991e-01 1.0628759735 -2.299061e-01 0.0968836896 -8.362279e-01
## [1987,] -1.943252e-01 -0.0617779892 6.850882e-01 0.3381099935 -2.172697e-01
## [1988,] 2.521469e+00 1.1765946310 -4.021373e+00 -3.1852711428 2.757714e-02
## [1989,] -8.037357e-01 0.5077228430 -5.614563e-01 0.1091050955 1.143565e-01
## [1990,] 2.024490e-03 -0.3333313637 -2.615378e-01 -0.2373390358 3.317394e-01
## [1991,] -5.185242e-01 0.7000813611 4.169880e-01 -0.2824661790 -2.199522e-01
## [1992,] -2.175831e-01 0.4977866990 -5.561077e-01 0.3047036543 -4.615565e-01
## [1993,] 1.019143e-01 -0.0154494526 8.579611e-01 -0.5909972659 4.001074e-01
## [1994,] 6.291437e-01 0.6040164712 -5.438382e-01 0.9043424040 9.450711e-01
## [1995,] -7.580877e-01 -0.7074801705 -1.703003e-01 -0.5886912444 3.163775e-01
## [1996,] -3.410135e-01 -0.1476557883 -3.551459e-01 0.1367766830 2.195980e-02
## [1997,] -4.081793e-01 0.6124153979 -2.814717e-01 0.0241696062 -6.605599e-02
## [1998,] 7.488093e-01 -0.7725640080 -4.214035e-01 0.6382264766 -7.293320e-02
## [1999,] -4.052796e-01 -0.8352831234 -3.758765e-01 0.4785846334 -3.482511e-01
## [2000,] 8.718653e-01 -0.1506916512 4.287264e-01 0.0399632631 -1.496730e-01
## [2001,] -1.428310e+00 0.2429533807 1.085343e+00 -1.1324566949 1.014326e-02
## [2002,] -2.602464e-01 0.4321988861 -2.992945e-01 0.8139014399 -3.094758e-01
## [2003,] 1.070664e+00 -1.0836740419 -1.757543e-01 -1.1473545287 -6.784387e-01
## [2004,] -1.130835e+00 -0.1224199852 -8.536108e-01 0.0256477457 2.656680e-02
## [2005,] 6.450703e-01 -0.1572036727 4.544976e-01 0.8785021024 -3.393209e-01
## [2006,] 3.840431e-01 0.0758670730 -4.228957e-01 0.8311299807 2.703823e-01
## [2007,] -7.179599e-01 -0.1251444901 5.331574e-01 0.1824790036 2.567132e-01
## [2008,] -4.642362e-01 -0.4264425498 -7.545455e-02 -0.7466692753 2.591883e-01
## [2009,] -5.175538e-01 -0.7444750376 -2.496430e-01 -0.5025499794 1.703488e-01
## [2010,] 3.196966e-01 0.9278315080 -9.680923e-02 -0.1190919678 7.606181e-02
## [2011,] 2.398851e-01 0.1451997101 7.170260e-01 0.2174637310 -1.058696e+00
## [2012,] -2.600679e-01 -0.4423172787 -9.392474e-01 0.3751982012 3.267046e-01
## [2013,] -5.476663e-01 -0.4160288885 -2.334054e-01 0.0745467420 4.920738e-01
## [2014,] -4.797774e-01 -0.5253031426 -4.213064e-01 0.0336230374 7.005233e-01
## [2015,] -2.428467e-01 -0.3903854237 -8.633238e-02 0.1118332744 3.383257e-01
## [2016,] -7.611300e-01 0.6905223099 -3.540703e-01 0.9189622688 -5.276712e-01
## [2017,] -8.607695e-01 0.3865287804 -1.023269e+00 0.2024614530 9.194963e-02
## [2018,] 4.752005e-02 0.4555907206 1.213539e+00 0.9332630697 -4.348095e-01
## [2019,] 3.194919e+00 -0.2905614516 -1.396138e+00 -2.7195013265 2.114806e-01
## [2020,] 3.073545e-02 -0.2237231561 -5.313386e-01 0.1767634601 -1.870230e-01
## [2021,] -5.278355e-01 0.4118702447 9.380913e-01 -1.2781837970 2.839738e-01
## [2022,] 5.888203e-01 -0.1392688395 -2.838680e-01 0.5093753047 -1.093683e-01
## [2023,] -1.068241e+00 -0.0811977747 -5.659404e-02 -0.2903179524 -1.791185e-01
## [2024,] -1.771132e-01 -0.5003774976 -2.375008e-01 -0.0056984687 3.356186e-02
## [2025,] 6.205790e-01 -0.3676073906 -3.001277e-02 0.4309782758 3.467144e-01
## [2026,] 7.576863e-02 0.2376102914 -3.841967e-01 0.4844170336 -1.433886e+00
## [2027,] -7.571358e-01 -0.7855199181 2.459662e-01 0.9237409398 -3.981103e-01
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## [2046,] -9.168800e-01 0.2837626931 4.532695e-01 -0.6441714804 -1.557635e-01
## [2047,] 6.743895e-02 -0.1328323638 3.496728e-01 0.2268307086 5.819811e-01
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## [2068,] 7.998841e-01 1.3174075145 1.062536e+00 -0.4230259975 1.367951e-01
## [2069,] 1.638574e-01 -0.2499848113 5.751073e-01 0.6503059438 1.336713e-01
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## [2071,] 2.733673e-01 0.1310831433 -4.515529e-01 0.5274169583 -1.952299e-01
## [2072,] -5.363082e-01 -1.1445735717 3.160204e-01 -0.3411784271 2.184319e-01
## [2073,] 5.651312e-01 0.1925697408 4.860480e-01 0.2455828516 2.673937e-01
## [2074,] 7.593626e-02 0.5025841926 -1.690051e-01 0.5819236422 5.635276e-01
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## [2079,] -1.349559e+00 -0.5705009786 1.243273e-01 0.3140160698 -3.868827e-01
## [2080,] -9.382179e-01 -0.0111218659 -8.229497e-01 0.4699184381 3.935707e-01
## [2081,] 1.158643e+00 0.0196056396 6.875778e-02 0.0315693606 -1.332408e-01
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## [2083,] -8.005745e-01 0.7702469188 -2.799152e-01 -0.8202986676 4.709902e-01
## [2084,] 1.923445e-01 0.2135296592 1.999216e-01 -0.1303019355 5.712125e-02
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## [2086,] -9.793785e-01 -0.3935809001 -1.047236e+00 0.7117157770 -4.543550e-01
## [2087,] 1.039341e-01 0.0671954301 9.922703e-01 -0.5401750997 4.737289e-01
## [2088,] 7.494354e-01 -0.0276920653 -8.967444e-02 0.2485094273 5.536314e-01
## [2089,] 8.971817e-01 -0.0286951082 -1.271856e+00 -0.8468885744 2.801001e-01
## [2090,] 1.410385e+00 1.6801804504 -4.151120e-02 0.2849494285 3.544596e-01
## [2091,] -1.999061e-01 0.5523493689 4.339992e-01 -0.0137242921 -1.743314e-01
## [2092,] 1.594994e+00 1.1136915185 -1.033824e+00 -0.3163321545 -2.709819e-02
## [2093,] -8.983612e-01 0.2571831197 -6.865804e-01 -0.3275788141 1.724004e-02
## [2094,] 4.497148e-01 0.1430109828 7.568894e-01 0.9497918119 1.233216e+00
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## [2099,] -9.585352e-01 -0.3709204581 4.515674e-01 -0.7272065319 1.735524e-01
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## [2102,] 5.556130e-03 -1.2340035591 -1.023038e-01 0.0042730922 -3.003772e-01
## [2103,] -1.287617e+00 -0.6656092618 -7.193291e-03 -0.8265937058 -5.826721e-01
## [2104,] 5.876795e-01 -0.1213337439 8.073024e-01 -0.3549955345 2.071791e-02
## [2105,] 2.501591e-01 -0.5830536609 -5.358465e-01 0.0956775139 2.333489e-01
## [2106,] -9.543252e-01 -0.3533047828 -7.383641e-01 -0.2062872248 -2.525801e-01
## [2107,] -1.001799e+00 1.5232180054 2.256641e-01 0.0712140041 5.360759e-01
## [2108,] 7.404285e-01 0.0038967756 8.219492e-01 -0.7381589373 2.203002e-01
## [2109,] -3.718454e-01 0.0256423944 6.188698e-01 0.3022860276 -3.397046e-01
## [2110,] -7.962667e-01 -0.4191348955 -2.234160e-03 -0.3424540768 -1.695226e-01
## [2111,] -3.946153e-01 -0.4429437567 -3.094430e-01 0.3931281841 5.925494e-01
## [2112,] 2.519560e-01 1.8322543945 5.352193e-01 -0.8406329591 1.137373e+00
## [2113,] -1.404126e-01 1.8072031951 3.996255e-01 -0.5432336185 1.844296e-01
## [2114,] 2.543385e-01 0.6880541807 2.593672e-02 -0.2140904456 -4.033118e-02
## [2115,] 6.080569e-01 -0.3517740188 -7.055193e-01 0.6387131728 -6.448918e-01
## [2116,] -9.701303e-01 -0.8938106646 -6.761559e-01 -0.4660095557 -7.927522e-01
## [2117,] -8.050116e-01 -0.6643533299 -6.702641e-02 1.0976764044 2.503527e-01
## [2118,] 2.254490e+00 0.5479268180 -1.906586e+00 -2.1563223592 -6.210785e-01
## [2119,] -6.536557e-01 0.9631449181 -5.831140e-01 -0.0618399342 1.023420e-02
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## [2121,] -5.124907e-02 0.3598376081 3.595139e-01 -0.0934505978 -8.682926e-01
## [2122,] 1.119388e+00 -1.1343415713 1.546595e+00 -0.2916126281 -3.005309e-01
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## [5772,] -6.742194e-02 -0.7422961874 -1.230443e-01 0.8528730322 8.620256e-01
## [5773,] 3.096406e-01 0.9474714659 5.456481e-02 0.3622783733 -1.139164e+00
## [5774,] 2.118560e-01 0.3633930848 3.703546e-02 -0.1786120882 9.855892e-02
## [5775,] -1.319316e+00 0.2421881491 -2.187731e-01 0.0373033294 4.917831e-01
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## [5777,] -1.862379e-02 1.5300585582 -1.151083e-01 0.2169098434 2.668372e-02
## [5778,] 5.711414e-01 0.5222869280 -8.257645e-01 -0.0817337250 2.151262e-01
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## [5782,] 1.622181e-02 0.6378284047 8.688297e-03 0.2772180143 -6.374590e-01
## [5783,] 1.406910e+00 -0.1964197322 8.062772e-01 0.1945970136 1.062371e+00
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## [5785,] 6.269703e-01 -0.2755144077 4.196145e-01 -0.0493928943 6.403075e-01
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## [5792,] 5.676209e-01 -0.3455478089 -1.013560e-01 0.6816709247 3.042551e-01
## [5793,] 5.541570e-01 1.2026292903 -1.535026e+00 -0.5680093654 -4.924547e-01
## [5794,] 4.720802e-01 -0.8620049886 2.309151e-01 -0.2293414071 4.831729e-01
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## [5798,] -9.543053e-02 -0.0675751490 -5.271745e-01 0.2048843733 6.375076e-01
## [5799,] -5.768393e-01 -0.8708579115 3.083055e-02 -0.4204248402 1.330616e-01
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## [5801,] -7.999937e-02 0.5555916053 7.189339e-01 -0.8760563883 -2.813286e-01
## [5802,] 4.649595e-01 0.7585894604 -4.147326e-01 0.3485612168 5.379690e-03
## [5803,] -7.684598e-01 -0.0102049765 2.570037e-01 -0.5547947436 -4.238320e-01
## [5804,] -4.980380e-01 0.6739688180 2.674863e-01 0.5727600640 5.986681e-01
## [5805,] -2.964393e-01 0.1795516138 9.638202e-02 -0.0681236007 -1.013901e+00
## [5806,] 4.954566e-01 -0.0041658428 6.625256e-01 -0.3912738203 -6.720914e-01
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## [5808,] -4.955556e-01 0.2456945356 -6.641184e-01 0.4115145653 1.139331e+00
## [5809,] -4.666740e-01 1.1155508049 1.479534e-01 -0.5797828969 -1.046822e+00
## [5810,] -2.310483e-01 -0.7939988233 -2.713932e-01 -0.3289581069 6.269566e-01
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## [5813,] 8.734607e-01 -0.1237404596 1.020883e+00 -0.5362165448 -1.573567e-01
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## [5819,] -3.989833e-01 -1.3040427627 6.512814e-01 0.5371540170 6.965058e-01
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## [6602,] 5.754238e-01 -0.1180092147 2.594034e-01 -0.0511646901 -6.903769e-01
## [6603,] 1.012696e+00 1.1200723244 6.419725e-02 0.3735071714 -1.425758e-01
## [6604,] -1.209792e+00 0.9871973128 1.257138e-02 0.2660039671 -4.013429e-01
## [6605,] -8.188587e-01 1.0066356097 5.058332e-01 -0.2342151587 -8.982239e-02
## [6606,] 1.222310e+00 0.6325976149 -4.284619e-01 0.5183988609 7.809483e-02
## [6607,] 4.445038e-01 -0.7673070513 1.357851e-01 1.0560903876 6.054634e-01
## [6608,] 1.007151e+00 1.0283032111 -5.290825e-01 -1.1112025065 -8.139966e-01
## [6609,] 4.881767e-01 0.2317536409 2.447753e-01 0.0304851931 3.321821e-01
## [6610,] -3.711308e-01 -0.8124431518 2.035157e-01 -0.2613829193 -1.635361e-01
## [6611,] -4.083313e-01 0.7781544003 -3.845980e-01 -0.6747610793 3.395992e-02
## [6612,] 1.139283e-01 -0.3925414940 2.230354e-01 -0.4358673736 -3.913223e-01
## [6613,] -6.490164e-01 0.0064840608 -5.678680e-01 0.5398960312 6.764965e-01
## [6614,] -1.429978e-01 0.6650554329 -2.747281e-02 0.3966358297 -4.571699e-01
## [6615,] 6.430892e-01 -0.0273021370 -7.028191e-01 -0.3398701822 1.337612e-01
## [6616,] 6.822805e-02 0.4161764339 5.971521e-01 -0.7719894560 9.525183e-01
## [6617,] 9.617826e-01 -0.5953874968 5.486827e-01 0.5597131818 -4.581891e-01
## [6618,] 4.327405e-01 -0.1013451483 3.449802e-02 -0.1818948008 4.097512e-01
## [6619,] 1.328003e-02 0.6785176573 5.884062e-01 -0.2036031190 -2.037767e-01
## [6620,] 2.842497e-01 -0.2969342024 5.754832e-01 -0.4197604137 7.854659e-01
## [6621,] 4.212579e-01 0.6420370069 -1.806776e+00 -0.8000422986 -7.462220e-01
## [6622,] 2.645864e-01 -0.5801030675 -4.777071e-01 0.4440432852 -5.007921e-01
## [6623,] 9.905080e-01 0.1112914125 -3.774361e-01 0.4856019420 -1.169150e-02
## [6624,] -5.566697e-02 0.2371694439 -1.894716e-01 -0.2896933529 2.386731e-01
## [6625,] 7.115781e-02 -0.5087643303 5.884192e-02 0.5459674381 1.393961e-01
## [6626,] -2.404269e-02 -0.5839095386 4.612662e-01 -0.0704351353 -1.568631e+00
## [6627,] 3.968858e-01 -1.6713126661 2.757864e-01 -0.5013453105 -5.531547e-01
## [6628,] -9.898884e-01 -0.2892917692 -8.279298e-01 0.1700499552 -2.808012e-01
## [6629,] -4.993538e-01 1.2033673853 -6.058531e-01 0.1319597867 -7.242573e-01
## [6630,] 3.609766e-03 -0.4625472669 6.881226e-01 -0.7483267986 2.207661e-02
## [6631,] -5.173692e-01 0.4622544984 3.563122e-01 -0.2601211746 -6.511295e-01
## [6632,] -2.112556e-01 0.4610708291 2.692421e-01 -0.0291268562 3.068091e-01
## [6633,] -1.482309e+00 0.2144989355 -1.075023e+00 -0.2435404909 -2.148181e-02
## [6634,] -7.072024e-01 0.1629443301 3.710243e-01 -0.6132779944 -1.090438e+00
## [6635,] 1.519777e+00 0.9374765918 4.184245e-01 0.6329335244 5.295302e-02
## [6636,] 5.763277e-01 -0.4125914941 -2.426804e-02 0.3835834817 -4.787630e-01
## [6637,] 1.940229e+00 0.4930893751 6.978120e-01 0.6806837077 6.597756e-01
## [6638,] 4.851796e-01 -0.2912722405 -4.722540e-01 0.1417665036 1.018547e-01
## [6639,] -2.804923e+00 0.1228519319 5.357216e+00 8.0887947430 1.387718e+00
## [6640,] 7.463358e-01 0.0199105892 1.459798e-02 -0.2125392630 9.508397e-02
## [6641,] -4.460135e-01 -0.7118838147 -5.504343e-01 0.6519874216 4.850412e-01
## [6642,] -1.454117e-04 -0.1771418007 2.777831e-01 -0.1652952061 -1.287884e-01
## [6643,] 4.036538e-01 -0.7522881399 2.327712e-01 0.5470602396 -3.401484e-02
## [6644,] -1.331016e+00 0.4500408346 -5.131093e-01 -0.1898176211 -5.924812e-01
## [6645,] -1.548739e+00 0.9214912956 -7.213866e-01 -0.0690436527 -6.137436e-03
## [6646,] -4.879655e-02 -0.1771046049 -8.161847e-01 0.6818154650 5.663836e-02
## [6647,] 2.596362e-01 -0.0082482199 1.181859e+00 0.0466827179 -4.184744e-01
## [6648,] -4.999198e-02 0.0797116495 -2.473595e-01 -0.0969227333 3.890749e-02
## [6649,] -6.987989e-01 -0.2364544576 7.271360e-01 -0.7707233236 2.813812e-01
## [6650,] -5.362641e-01 0.3455536460 -5.983084e-01 0.1035696163 2.297958e-01
## [6651,] 1.141375e-01 0.6940791345 1.578559e+00 1.3102035923 5.277863e-01
## [6652,] -8.479003e-01 0.2167177208 -3.655493e-01 -0.3581776483 -2.633973e-01
## [6653,] 4.660692e-02 -0.0049185977 3.483048e-01 -0.4628509639 -3.554932e-01
## [6654,] 7.410814e-01 -0.7425957268 -2.272427e-01 0.4257963002 -6.865587e-02
## [6655,] -4.375202e-01 -1.2223454183 -4.568878e-01 0.3089728584 -6.279982e-02
## [6656,] 8.248004e-01 0.0914640120 1.578659e+00 -0.8560687220 1.030429e+00
## [6657,] -1.181981e+00 0.3841664204 -4.421719e-01 -0.4775753384 -5.419257e-01
## [6658,] 8.534096e-01 -0.6161139056 5.715006e-02 1.0634883776 -1.979924e-01
## [6659,] 5.479573e-01 0.3682698954 4.573303e-01 0.4951253609 -6.640364e-01
## [6660,] -2.872584e-02 0.3222144279 -9.298765e-01 0.8020275408 -7.992616e-01
## [6661,] 5.962626e-01 -0.2252689995 -9.310131e-02 0.2744897109 -1.579639e-01
## [6662,] 1.780923e-01 0.3998195278 -1.390010e-01 -0.3318237053 -6.500401e-01
## [6663,] 5.020098e-01 -0.8510227775 -6.456116e-01 0.5186805259 1.774781e-01
## [6664,] -5.042531e-01 0.3745461913 -1.773708e+00 -0.7525070314 -3.231393e-01
## [6665,] -7.038682e-02 0.5319709915 1.080679e+00 0.7595918507 -1.614721e-01
## [6666,] 1.826376e-01 -0.2947409493 -6.717230e-01 0.5029234831 -4.823010e-01
## [ reached getOption("max.print") -- omitted 5349 rows ]pcrmod$rotation[,1:15] #Tomamos todas las componentes relevantes para el analisis.## PC1 PC2 PC3 PC4
## overall 0.25632325 -0.270649790 0.030202847 0.05930112
## value_eur 0.18397613 -0.205613337 -0.470094924 -0.11486602
## age 0.10719076 -0.211371222 0.414615977 0.12997024
## height_cm -0.08860910 -0.313297591 0.119889797 -0.34730144
## club_team_id -0.07028955 0.091410350 0.178661438 0.20780513
## league_level -0.05014049 0.021928818 0.014058453 -0.20914138
## nationality_id -0.03541554 0.084143899 0.075545048 0.23139811
## preferred_foot -0.01368182 -0.006946625 0.089055345 -0.24101263
## weak_foot 0.12633475 0.033828324 0.078675049 -0.11303714
## skill_moves 0.24242053 0.106922140 -0.002835373 -0.02280209
## international_reputation 0.16107046 -0.197450768 -0.283981848 -0.09704646
## release_clause_eur 0.18178111 -0.202211518 -0.475101645 -0.11625589
## pace 0.14155159 0.231588979 -0.224171209 0.05161940
## shooting 0.28339958 0.120540043 0.180860893 -0.24209743
## passing 0.30216451 -0.046355247 0.064001895 0.21950749
## dribbling 0.31481075 0.078587646 0.003165640 0.06671226
## defending -0.02044972 -0.385751491 -0.030388957 0.40026444
## physic 0.04702176 -0.415103917 0.204966058 -0.02273193
## attacking_crossing 0.25728722 0.047285254 0.006050518 0.30888973
## attacking_finishing 0.26062527 0.165696146 0.156185163 -0.29324256
## attacking_heading_accuracy 0.03542923 -0.386783414 0.197692137 -0.22267780
## attacking_short_passing 0.26440057 -0.158995210 0.057828532 0.18281787
## attacking_volleys 0.26376439 0.107531841 0.172144336 -0.25363590
## skill_dribbling 0.30092413 0.115690500 0.004183058 0.03707294
## skill_curve 0.28230236 0.078086176 0.083581802 0.07897477
## PC5 PC6 PC7
## overall 0.0067621170 -0.0042383987 0.1224656215
## value_eur -0.1831374775 0.0371483729 -0.1221767732
## age -0.1043608876 0.0606985697 -0.3773066720
## height_cm 0.0625674767 0.1557063789 0.1723780046
## club_team_id -0.4454367943 0.1284039485 -0.3684725919
## league_level 0.4697435843 -0.0983265175 -0.5723251372
## nationality_id -0.5556122901 0.0341739702 0.0890940095
## preferred_foot -0.2286232171 -0.7443821877 -0.0001348008
## weak_foot -0.0931355783 -0.5199646885 -0.0166197842
## skill_moves -0.0160519612 0.0053538582 -0.0134037522
## international_reputation -0.1818559078 0.0521303099 -0.3537436513
## release_clause_eur -0.1780261892 0.0345630806 -0.1118995324
## pace 0.0298049398 -0.0202591601 0.3144036572
## shooting -0.0566863235 0.1128117120 0.0002352213
## passing 0.1060274193 -0.0794230054 -0.0315666501
## dribbling 0.0602246050 -0.0314575680 0.0848875299
## defending 0.1393514467 -0.1755846431 0.0129323523
## physic 0.0003329948 0.0124498343 0.1639343064
## attacking_crossing 0.1493736718 -0.0008558638 -0.0419598710
## attacking_finishing -0.0776120913 0.1224863391 0.0122505606
## attacking_heading_accuracy -0.0904578445 0.1177497545 0.1854354898
## attacking_short_passing 0.0717645962 -0.1289771141 0.0441437546
## attacking_volleys -0.0746073978 0.1273545333 -0.0391040275
## skill_dribbling 0.0649153972 -0.0011077344 0.0969330644
## skill_curve 0.0895939918 0.0423925817 -0.0731988491
## PC8 PC9 PC10 PC11
## overall -0.038009060 0.115766208 -0.067243517 0.123959616
## value_eur -0.029428494 0.044638258 -0.046444727 -0.117057541
## age -0.088710385 -0.013853409 0.228426747 0.405735688
## height_cm -0.068565338 -0.069152520 -0.071734828 -0.172199533
## club_team_id 0.007712984 0.267242129 -0.660997370 -0.069313449
## league_level -0.379860137 0.340501485 0.110769119 -0.273622507
## nationality_id -0.360311370 0.048938407 0.534632122 -0.391669568
## preferred_foot 0.345947380 0.377970399 0.141638350 0.058428088
## weak_foot -0.508979004 -0.572827934 -0.304076824 -0.009839001
## skill_moves -0.076139382 -0.004792636 0.083918611 0.407409036
## international_reputation 0.075943187 -0.175503680 0.184729002 0.284532507
## release_clause_eur -0.027616825 0.043640438 -0.050912179 -0.128331369
## pace -0.425625632 0.440071745 -0.098606223 0.326561116
## shooting 0.061362893 0.012837716 0.001680751 -0.128155564
## passing 0.125828965 -0.039202895 -0.015877082 -0.200306021
## dribbling 0.005513386 0.096646795 -0.036030789 -0.055806629
## defending 0.021748468 0.021763947 0.000943782 -0.067681070
## physic -0.251634584 0.228431933 -0.008717737 -0.021451548
## attacking_crossing -0.047100106 0.006453948 0.019493511 0.024795318
## attacking_finishing 0.048926316 0.032930170 -0.014895424 -0.115641564
## attacking_heading_accuracy -0.081243916 0.097706636 -0.096661740 0.072134334
## attacking_short_passing 0.190745461 -0.006484237 -0.099198155 -0.260638021
## attacking_volleys 0.067242010 -0.035938233 0.057417567 -0.033544344
## skill_dribbling 0.003939714 0.082797332 -0.035976677 -0.096579162
## skill_curve 0.056232324 -0.099662953 0.094680750 -0.087968247
## PC12 PC13 PC14
## overall -0.0468598534 0.147537033 -0.125182114
## value_eur -0.0228626634 0.175523884 0.259353376
## age -0.1849802709 0.111955458 0.275211630
## height_cm 0.4964473299 -0.448592678 0.137060340
## club_team_id 0.1580481778 -0.108196244 -0.040151801
## league_level 0.0452586088 0.062718982 -0.165696244
## nationality_id 0.1014437316 -0.009932135 -0.133286804
## preferred_foot 0.0590597741 -0.125346599 0.109430635
## weak_foot -0.0662592485 0.005552764 0.003285880
## skill_moves 0.7350700054 0.369276228 -0.113861587
## international_reputation -0.0421931643 -0.513216141 -0.458896764
## release_clause_eur -0.0211843780 0.197131288 0.272131360
## pace -0.1308049790 -0.250909075 0.027586959
## shooting -0.1032829599 0.030713907 0.037265660
## passing 0.0656137464 -0.069647904 -0.008590449
## dribbling -0.0310260634 0.002346308 -0.193693475
## defending 0.0283485318 0.008595924 -0.006322156
## physic 0.0446446118 -0.032953907 0.164426024
## attacking_crossing -0.0071550687 -0.354898000 0.291851113
## attacking_finishing -0.1235742335 0.055146912 0.012766162
## attacking_heading_accuracy -0.2498659367 0.104592529 -0.287224430
## attacking_short_passing 0.0599340108 0.119147980 -0.295431923
## attacking_volleys -0.0751622958 -0.026492204 0.083122483
## skill_dribbling -0.0005510052 -0.076205440 -0.188136813
## skill_curve 0.0775351369 -0.181668190 0.319177222
## PC15
## overall 0.0870508898
## value_eur 0.0451732404
## age 0.3887788315
## height_cm 0.2642749958
## club_team_id -0.0697980357
## league_level -0.0712976704
## nationality_id -0.0307390179
## preferred_foot -0.0380730973
## weak_foot 0.0001619167
## skill_moves -0.1761943530
## international_reputation -0.0312655005
## release_clause_eur 0.0424771580
## pace 0.0350314224
## shooting 0.0018832973
## passing 0.0184609944
## dribbling 0.2011794779
## defending -0.2528068016
## physic 0.0312484733
## attacking_crossing -0.1513754871
## attacking_finishing 0.0806239202
## attacking_heading_accuracy -0.4746358841
## attacking_short_passing 0.2088298993
## attacking_volleys -0.2794147727
## skill_dribbling 0.2433443355
## skill_curve -0.4250763587# Resumen de la Matriz de arriba
head(sort(abs(pcrmod$rotation[,1]), decreasing = TRUE)) # Componente principal 1## dribbling passing skill_dribbling
## 0.3148107 0.3021645 0.3009241
## shooting skill_curve attacking_short_passing
## 0.2833996 0.2823024 0.2644006head(sort(abs(pcrmod$rotation[,2]), decreasing = TRUE)) # Componente principal 2## physic attacking_heading_accuracy
## 0.4151039 0.3867834
## defending height_cm
## 0.3857515 0.3132976
## overall pace
## 0.2706498 0.2315890head(sort(abs(pcrmod$rotation[,3]), decreasing = TRUE)) # Componente principal 3## release_clause_eur value_eur age
## 0.4751016 0.4700949 0.4146160
## international_reputation pace physic
## 0.2839818 0.2241712 0.2049661head(sort(abs(pcrmod$rotation[,4]), decreasing = TRUE)) # Componente principal 4## defending height_cm attacking_crossing attacking_finishing
## 0.4002644 0.3473014 0.3088897 0.2932426
## attacking_volleys shooting
## 0.2536359 0.2420974head(sort(abs(pcrmod$rotation[,5]), decreasing = TRUE)) # Componente principal 5## nationality_id league_level club_team_id
## 0.5556123 0.4697436 0.4454368
## preferred_foot value_eur international_reputation
## 0.2286232 0.1831375 0.1818559head(sort(abs(pcrmod$rotation[,6]), decreasing = TRUE)) # Componente principal 6## preferred_foot weak_foot defending
## 0.7443822 0.5199647 0.1755846
## height_cm attacking_short_passing club_team_id
## 0.1557064 0.1289771 0.1284039head(sort(abs(pcrmod$rotation[,7]), decreasing = TRUE)) # Componente principal 7## league_level age
## 0.5723251 0.3773067
## club_team_id international_reputation
## 0.3684726 0.3537437
## pace attacking_heading_accuracy
## 0.3144037 0.1854355head(sort(abs(pcrmod$rotation[,8]), decreasing = TRUE)) # Componente principal 8## weak_foot pace league_level nationality_id preferred_foot
## 0.5089790 0.4256256 0.3798601 0.3603114 0.3459474
## physic
## 0.2516346head(sort(abs(pcrmod$rotation[,9]), decreasing = TRUE)) # Componente principal 9## weak_foot pace preferred_foot league_level club_team_id
## 0.5728279 0.4400717 0.3779704 0.3405015 0.2672421
## physic
## 0.2284319head(sort(abs(pcrmod$rotation[,10]), decreasing = TRUE)) # Componente principal 10## club_team_id nationality_id weak_foot
## 0.6609974 0.5346321 0.3040768
## age international_reputation preferred_foot
## 0.2284267 0.1847290 0.1416383head(sort(abs(pcrmod$rotation[,11]), decreasing = TRUE)) # Componente principal 11## skill_moves age nationality_id
## 0.4074090 0.4057357 0.3916696
## pace international_reputation league_level
## 0.3265611 0.2845325 0.2736225head(sort(abs(pcrmod$rotation[,12]), decreasing = TRUE)) # Componente principal 12## skill_moves height_cm
## 0.7350700 0.4964473
## attacking_heading_accuracy age
## 0.2498659 0.1849803
## club_team_id pace
## 0.1580482 0.1308050head(sort(abs(pcrmod$rotation[,13]), decreasing = TRUE)) # Componente principal 13## international_reputation height_cm skill_moves
## 0.5132161 0.4485927 0.3692762
## attacking_crossing pace release_clause_eur
## 0.3548980 0.2509091 0.1971313head(sort(abs(pcrmod$rotation[,14]), decreasing = TRUE)) # Componente principal 14## international_reputation skill_curve
## 0.4588968 0.3191772
## attacking_short_passing attacking_crossing
## 0.2954319 0.2918511
## attacking_heading_accuracy age
## 0.2872244 0.2752116head(sort(abs(pcrmod$rotation[,15]), decreasing = TRUE)) # Componente principal 15## attacking_heading_accuracy skill_curve
## 0.4746359 0.4250764
## age attacking_volleys
## 0.3887788 0.2794148
## height_cm defending
## 0.2642750 0.2528068# En resumidas cuentas, podemos argumentar que un porcentaje significativo de la varianza (90-95%) se logra explicar en terminos de 15 de las variables.
# Recordando nuestros resultados de corrplot, podríamos considerar eliminar las 5 variables más correlacionadas, pero para determinar de forma más certera se procederá a
# Analisis grafico de PCR:
fviz_eig(pcrmod, addlabels = TRUE) # Representamos la prevalencia por valores propios
fviz_pca_var(pcrmod, repel = TRUE, col.var = "cos2", gradient.cols = c("red", "green", "blue")) # Colores RGB representados por la función coseno cuadrado para las componentes: Representatividad
plot(pcrmod$x[,1], pcrmod$x[,2], xlab = "PC1", ylab = "PC2", main = "Contraste de dos principales componentes", col = "darkblue" ) # Gráfica representativa de las dos principales componentes 
vprop <- eigen(cov(x_train)) #calculamos el rendimiento en base a los valores propios de la matriz
comps <- scale(scale=F, x_train) %*% vprop$vectors
comps_abs <- as_tibble(comps) %>% reframe(across(where(is.numeric), ~ sum(.x)))
sort(as.matrix(comps_abs), decreasing = FALSE) #LAS PEORES se presumen como: "nationality_id","international_reputation","preferred_foot","attacking_finishing", "league_level", "release_clause_eur", "pace", "shooting", "skill_dribbling", "value_eur" que serían las variables que debemos considerar eliminar.## [1] -5.797134e-13 -5.298019e-13 -4.420839e-13 -4.248962e-13 -3.327503e-13
## [6] -2.891541e-13 -2.021820e-13 -1.917320e-13 -1.744171e-13 -1.671649e-13
## [11] -1.188652e-13 -6.455947e-14 -5.229324e-14 -3.480896e-14 -2.498349e-14
## [16] -2.490716e-14 -1.930574e-14 6.656915e-14 6.981742e-14 9.919843e-14
## [21] 1.400061e-13 3.337816e-13 3.367983e-13 3.707278e-13 5.557950e-13as.matrix(comps_abs)## V1 V2 V3 V4 V5
## [1,] 3.337816e-13 -1.671649e-13 9.919843e-14 5.55795e-13 -1.930574e-14
## V6 V7 V8 V9 V10
## [1,] -2.891541e-13 -2.498349e-14 -5.298019e-13 -6.455947e-14 3.707278e-13
## V11 V12 V13 V14 V15
## [1,] -2.02182e-13 -4.420839e-13 -3.480896e-14 -3.327503e-13 -4.248962e-13
## V16 V17 V18 V19 V20
## [1,] 6.656915e-14 1.400061e-13 6.981742e-14 3.367983e-13 -5.797134e-13
## V21 V22 V23 V24 V25
## [1,] -1.91732e-13 -5.229324e-14 -2.490716e-14 -1.744171e-13 -1.188652e-13# Modelo Lineal Sugerido de la Operación
pcrlinmod <- lm(data.matrix(y_train) ~ PCs)
summary(pcrlinmod)##
## Call:
## lm(formula = data.matrix(y_train) ~ PCs)
##
## Residuals:
## Min 1Q Median 3Q Max
## -2.70351 -0.33835 -0.01379 0.32397 2.18676
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 4.315e-16 4.711e-03 0.000 1
## PCsPC1 1.735e-01 1.583e-03 109.640 < 2e-16 ***
## PCsPC2 -1.230e-01 2.455e-03 -50.128 < 2e-16 ***
## PCsPC3 -2.908e-01 3.492e-03 -83.270 < 2e-16 ***
## PCsPC4 -5.567e-02 3.638e-03 -15.301 < 2e-16 ***
## PCsPC5 8.404e-02 3.855e-03 21.801 < 2e-16 ***
## PCsPC6 -5.519e-02 4.654e-03 -11.861 < 2e-16 ***
## PCsPC7 3.671e-01 5.024e-03 73.082 < 2e-16 ***
## PCsPC8 9.738e-02 5.202e-03 18.720 < 2e-16 ***
## PCsPC9 3.325e-02 5.328e-03 6.239 4.54e-10 ***
## PCsPC10 -2.030e-01 5.844e-03 -34.741 < 2e-16 ***
## PCsPC11 -1.405e-01 6.364e-03 -22.084 < 2e-16 ***
## PCsPC12 7.155e-02 6.801e-03 10.521 < 2e-16 ***
## PCsPC13 6.876e-02 7.316e-03 9.400 < 2e-16 ***
## PCsPC14 -3.795e-01 7.556e-03 -50.224 < 2e-16 ***
## PCsPC15 -2.064e-01 8.493e-03 -24.296 < 2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.5164 on 11999 degrees of freedom
## Multiple R-squared: 0.7337, Adjusted R-squared: 0.7333
## F-statistic: 2204 on 15 and 11999 DF, p-value: < 2.2e-16# Aplicamos una regresión parcial de minimos cuadrados: Partial Least Squares Regression (PLS) a modo de Validación Cruzada
pcrlinmod <- plsr(data.matrix(y_train) ~ PCs, ncomp = 15, validation = "CV")
summary(pcrlinmod)## Data: X dimension: 12015 15
## Y dimension: 12015 1
## Fit method: kernelpls
## Number of components considered: 15
##
## VALIDATION: RMSEP
## Cross-validated using 10 random segments.
## (Intercept) 1 comps 2 comps 3 comps 4 comps 5 comps 6 comps
## CV 1 0.7664 0.6101 0.5549 0.5252 0.5179 0.5173
## adjCV 1 0.7664 0.6101 0.5548 0.5251 0.5178 0.5172
## 7 comps 8 comps 9 comps 10 comps 11 comps 12 comps 13 comps
## CV 0.5171 0.5171 0.5171 0.5171 0.5171 0.5171 0.5171
## adjCV 0.5171 0.5171 0.5170 0.5170 0.5170 0.5170 0.5170
## 14 comps 15 comps
## CV 0.5171 0.5171
## adjCV 0.5170 0.5170
##
## TRAINING: % variance explained
## 1 comps 2 comps 3 comps 4 comps 5 comps 6 comps
## X 35.53 46.95 57.73 63.15 66.07 71.46
## data.matrix(y_train) 41.29 62.90 69.40 72.54 73.29 73.35
## 7 comps 8 comps 9 comps 10 comps 11 comps 12 comps
## X 74.67 79.83 83.31 86.91 89.61 92.70
## data.matrix(y_train) 73.37 73.37 73.37 73.37 73.37 73.37
## 13 comps 14 comps 15 comps
## X 94.88 97.51 100.00
## data.matrix(y_train) 73.37 73.37 73.37plot(pcrlinmod)
# Calculamos el error predictivo por validación Cruzada
cv_error <- MSEP(pcrlinmod)
# Imprime el error de Modelo Lineal de validación cruzada
cv_error## (Intercept) 1 comps 2 comps 3 comps 4 comps 5 comps 6 comps
## CV 1 0.5873 0.3723 0.3079 0.2758 0.2682 0.2676
## adjCV 1 0.5873 0.3722 0.3078 0.2757 0.2681 0.2675
## 7 comps 8 comps 9 comps 10 comps 11 comps 12 comps 13 comps
## CV 0.2674 0.2674 0.2674 0.2674 0.2674 0.2674 0.2674
## adjCV 0.2674 0.2674 0.2673 0.2673 0.2673 0.2673 0.2673
## 14 comps 15 comps
## CV 0.2674 0.2674
## adjCV 0.2673 0.2673Reducción de componentes por metodo de Lasso
# "Least Absolute Shrinkage and Selection Operator"
#Procedemos a analizar la data de entrenamiento unsando el método de regresión de Lasso
#Se evaluará el modelo empleando la función GLMNet (Generalized Lineal Models-Elastic Net)
#con un parámetro alpha = 1, que anula la penalización Ridge y nos deja solo la expresión de Penalizacion Lasso.
#El aspecto positivo que la teoría destaca de este modelo en comparacion a Ridge es que lasso introduce algo de sesgo cosa que la varianza sea mayor, anulando variables.
# Nos permite realizar reducción de dimensionalidad.
#Entonces, podría esperarse un valor menor del MSE comparativamente.
x_train <- data.matrix(x_train) #Modificamos la clase para operar
y_train <- data.matrix(y_train)
x_test <- data.matrix(x_test)
y_test <- data.matrix(y_test)
# Cross-Validating Lasso: Obtenemos valor estimado para lambda ----
cv_lassomod <- cv.glmnet(x_train, y_train, alpha = 1)
lambdas <- cv_lassomod$lambda
lambdas # 89 Valores de lambda Obtenidos de la Validación cruzada con glmnet## [1] 0.6408536323 0.5839219619 0.5320479442 0.4847822712 0.4417155503
## [6] 0.4024747583 0.3667200100 0.3341416150 0.3044573949 0.2774102390
## [11] 0.2527658780 0.2303108540 0.2098506725 0.1912081172 0.1742217150
## [16] 0.1587443380 0.1446419286 0.1317923383 0.1200842702 0.1094163146
## [21] 0.0996960708 0.0908393466 0.0827694294 0.0754164214 0.0687166344
## [26] 0.0626120380 0.0570497571 0.0519816139 0.0473637106 0.0431560491
## [31] 0.0393221846 0.0358289101 0.0326459685 0.0297457906 0.0271032566
## [36] 0.0246954780 0.0225015998 0.0205026197 0.0186812234 0.0170216350
## [41] 0.0155094799 0.0141316604 0.0128762427 0.0117323528 0.0106900829
## [46] 0.0097404054 0.0088750946 0.0080866557 0.0073682595 0.0067136836
## [51] 0.0061172585 0.0055738181 0.0050786554 0.0046274817 0.0042163890
## [56] 0.0038418166 0.0035005202 0.0031895436 0.0029061934 0.0026480152
## [61] 0.0024127728 0.0021984287 0.0020031264 0.0018251741 0.0016630307
## [66] 0.0015152916 0.0013806773 0.0012580217 0.0011462625 0.0010444317
## [71] 0.0009516473 0.0008671056 0.0007900743 0.0007198863 0.0006559336
## [76] 0.0005976622 0.0005445676 0.0004961897 0.0004521096 0.0004119454
## [81] 0.0003753493 0.0003420043 0.0003116216 0.0002839380 0.0002587137
## [86] 0.0002357303 0.0002147887 0.0001957074 0.0001783213plot(cv_lassomod)
lassomod <- glmnet(x_train, y_train, family = "gaussian", type.measure = "mse", alpha = 1, standardize = FALSE) #Modelo lasso estandar aplicando el método glmnet
lassomod #Mostramos un resumen del modelo##
## Call: glmnet(x = x_train, y = y_train, family = "gaussian", alpha = 1, standardize = FALSE, type.measure = "mse")
##
## Df %Dev Lambda
## 1 0 0.00 0.64080
## 2 1 6.97 0.58390
## 3 1 12.76 0.53200
## 4 1 17.57 0.48480
## 5 1 21.56 0.44170
## 6 2 25.35 0.40250
## 7 3 31.57 0.36670
## 8 3 40.12 0.33410
## 9 3 47.21 0.30440
## 10 3 53.10 0.27740
## 11 3 58.00 0.25280
## 12 3 62.05 0.23030
## 13 3 65.42 0.20980
## 14 3 68.22 0.19120
## 15 3 70.55 0.17420
## 16 3 72.48 0.15870
## 17 3 74.08 0.14460
## 18 3 75.41 0.13180
## 19 3 76.51 0.12010
## 20 3 77.43 0.10940
## 21 4 78.21 0.09969
## 22 5 78.92 0.09084
## 23 5 79.53 0.08277
## 24 5 80.04 0.07541
## 25 5 80.46 0.06871
## 26 5 80.81 0.06261
## 27 5 81.10 0.05705
## 28 6 81.36 0.05198
## 29 7 81.57 0.04736
## 30 7 81.74 0.04315
## 31 8 81.91 0.03932
## 32 8 82.06 0.03583
## 33 8 82.18 0.03264
## 34 9 82.31 0.02974
## 35 9 82.43 0.02710
## 36 9 82.57 0.02469
## 37 9 82.70 0.02250
## 38 9 82.81 0.02050
## 39 9 82.89 0.01868
## 40 9 82.96 0.01702
## 41 9 83.02 0.01551
## 42 9 83.07 0.01413
## 43 10 83.12 0.01288
## 44 10 83.17 0.01173
## 45 12 83.20 0.01069
## 46 12 83.24 0.00974
## 47 12 83.26 0.00887
## 48 13 83.29 0.00809
## 49 13 83.31 0.00737
## 50 14 83.33 0.00671
## 51 14 83.35 0.00612
## 52 14 83.36 0.00557
## 53 14 83.38 0.00508
## 54 14 83.39 0.00463
## 55 16 83.40 0.00422
## 56 16 83.41 0.00384
## 57 16 83.41 0.00350
## 58 18 83.42 0.00319
## 59 17 83.43 0.00291
## 60 17 83.43 0.00265
## 61 18 83.44 0.00241
## 62 18 83.44 0.00220
## 63 19 83.45 0.00200
## 64 19 83.46 0.00182
## 65 20 83.49 0.00166
## 66 20 83.51 0.00152
## 67 20 83.53 0.00138
## 68 20 83.55 0.00126
## 69 20 83.57 0.00115
## 70 20 83.58 0.00104
## 71 20 83.59 0.00095
## 72 21 83.60 0.00087
## 73 21 83.61 0.00079
## 74 21 83.61 0.00072
## 75 21 83.62 0.00066
## 76 21 83.62 0.00060
## 77 22 83.63 0.00054
## 78 22 83.63 0.00050
## 79 23 83.63 0.00045
## 80 23 83.64 0.00041
## 81 23 83.64 0.00038
## 82 24 83.64 0.00034
## 83 24 83.64 0.00031
## 84 24 83.65 0.00028
## 85 24 83.65 0.00026
## 86 24 83.65 0.00024
## 87 24 83.65 0.00021
## 88 24 83.65 0.00020
## 89 24 83.65 0.00018coef(lassomod)## 26 x 89 sparse Matrix of class "dgCMatrix"## [[ suppressing 89 column names 's0', 's1', 's2' ... ]]##
## (Intercept) 4.780789e-16 5.206744e-16 5.594857e-16 5.948492e-16
## overall . 5.693404e-02 1.088102e-01 1.560779e-01
## value_eur . . . .
## age . . . .
## height_cm . . . .
## club_team_id . . . .
## league_level . . . .
## nationality_id . . . .
## preferred_foot . . . .
## weak_foot . . . .
## skill_moves . . . .
## international_reputation . . . .
## release_clause_eur . . . .
## pace . . . .
## shooting . . . .
## passing . . . .
## dribbling . . . .
## defending . . . .
## physic . . . .
## attacking_crossing . . . .
## attacking_finishing . . . .
## attacking_heading_accuracy . . . .
## attacking_short_passing . . . .
## attacking_volleys . . . .
## skill_dribbling . . . .
## skill_curve . . . .
##
## (Intercept) 6.270710e-16 6.503727e-16 6.780094e-16
## overall 1.991464e-01 2.311912e-01 2.717809e-01
## value_eur . . .
## age . . -2.728074e-02
## height_cm . . .
## club_team_id . . .
## league_level . . .
## nationality_id . . .
## preferred_foot . . .
## weak_foot . . .
## skill_moves . . .
## international_reputation . . .
## release_clause_eur . 1.296921e-02 2.695645e-02
## pace . . .
## shooting . . .
## passing . . .
## dribbling . . .
## defending . . .
## physic . . .
## attacking_crossing . . .
## attacking_finishing . . .
## attacking_heading_accuracy . . .
## attacking_short_passing . . .
## attacking_volleys . . .
## skill_dribbling . . .
## skill_curve . . .
##
## (Intercept) 7.187406e-16 7.558355e-16 7.896350e-16
## overall 3.322420e-01 3.873079e-01 4.374818e-01
## value_eur . . .
## age -8.802598e-02 -1.433644e-01 -1.937866e-01
## height_cm . . .
## club_team_id . . .
## league_level . . .
## nationality_id . . .
## preferred_foot . . .
## weak_foot . . .
## skill_moves . . .
## international_reputation . . .
## release_clause_eur 2.770028e-02 2.839107e-02 2.902052e-02
## pace . . .
## shooting . . .
## passing . . .
## dribbling . . .
## defending . . .
## physic . . .
## attacking_crossing . . .
## attacking_finishing . . .
## attacking_heading_accuracy . . .
## attacking_short_passing . . .
## attacking_volleys . . .
## skill_dribbling . . .
## skill_curve . . .
##
## (Intercept) 8.204318e-16 8.484363e-16 8.740092e-16
## overall 4.831985e-01 5.247781e-01 5.627393e-01
## value_eur . . .
## age -2.397295e-01 -2.815580e-01 -3.197034e-01
## height_cm . . .
## club_team_id . . .
## league_level . . .
## nationality_id . . .
## preferred_foot . . .
## weak_foot . . .
## skill_moves . . .
## international_reputation . . .
## release_clause_eur 2.959405e-02 3.015774e-02 3.063041e-02
## pace . . .
## shooting . . .
## passing . . .
## dribbling . . .
## defending . . .
## physic . . .
## attacking_crossing . . .
## attacking_finishing . . .
## attacking_heading_accuracy . . .
## attacking_short_passing . . .
## attacking_volleys . . .
## skill_dribbling . . .
## skill_curve . . .
##
## (Intercept) 8.973104e-16 9.185416e-16 9.378867e-16
## overall 5.973284e-01 6.288447e-01 6.575612e-01
## value_eur . . .
## age -3.544601e-01 -3.861292e-01 -4.149849e-01
## height_cm . . .
## club_team_id . . .
## league_level . . .
## nationality_id . . .
## preferred_foot . . .
## weak_foot . . .
## skill_moves . . .
## international_reputation . . .
## release_clause_eur 3.106092e-02 3.145318e-02 3.181059e-02
## pace . . .
## shooting . . .
## passing . . .
## dribbling . . .
## defending . . .
## physic . . .
## attacking_crossing . . .
## attacking_finishing . . .
## attacking_heading_accuracy . . .
## attacking_short_passing . . .
## attacking_volleys . . .
## skill_dribbling . . .
## skill_curve . . .
##
## (Intercept) 9.555133e-16 9.715739e-16 9.861494e-16
## overall 6.837266e-01 7.075675e-01 7.292121e-01
## value_eur . . .
## age -4.412771e-01 -4.652336e-01 -4.870278e-01
## height_cm . . .
## club_team_id . . .
## league_level . . .
## nationality_id . . .
## preferred_foot . . .
## weak_foot . . .
## skill_moves . . .
## international_reputation . . .
## release_clause_eur 3.213626e-02 3.243299e-02 3.274592e-02
## pace . . .
## shooting . . .
## passing . . .
## dribbling . . .
## defending . . .
## physic . . .
## attacking_crossing . . .
## attacking_finishing . . .
## attacking_heading_accuracy . . .
## attacking_short_passing . . .
## attacking_volleys . . .
## skill_dribbling . . .
## skill_curve . . .
##
## (Intercept) 9.994879e-16 1.011278e-15 1.012361e-15
## overall 7.490116e-01 7.666406e-01 7.809587e-01
## value_eur . . .
## age -5.069197e-01 -5.246251e-01 -5.408176e-01
## height_cm . . .
## club_team_id . -2.397078e-03 -6.274271e-03
## league_level . . .
## nationality_id . . .
## preferred_foot . . .
## weak_foot . . .
## skill_moves . . .
## international_reputation . . 4.948002e-03
## release_clause_eur 3.298886e-02 3.295338e-02 3.045966e-02
## pace . . .
## shooting . . .
## passing . . .
## dribbling . . .
## defending . . .
## physic . . .
## attacking_crossing . . .
## attacking_finishing . . .
## attacking_heading_accuracy . . .
## attacking_short_passing . . .
## attacking_volleys . . .
## skill_dribbling . . .
## skill_curve . . .
##
## (Intercept) 1.009033e-15 1.005983e-15 1.003248e-15
## overall 7.944501e-01 8.065187e-01 8.176032e-01
## value_eur . . .
## age -5.563470e-01 -5.703804e-01 -5.832061e-01
## height_cm . . .
## club_team_id -9.658838e-03 -1.275994e-02 -1.557825e-02
## league_level . . .
## nationality_id . . .
## preferred_foot . . .
## weak_foot . . .
## skill_moves . . .
## international_reputation 1.222066e-02 1.875799e-02 2.472787e-02
## release_clause_eur 2.626069e-02 2.260849e-02 1.922608e-02
## pace . . .
## shooting . . .
## passing . . .
## dribbling . . .
## defending . . .
## physic . . .
## attacking_crossing . . .
## attacking_finishing . . .
## attacking_heading_accuracy . . .
## attacking_short_passing . . .
## attacking_volleys . . .
## skill_dribbling . . .
## skill_curve . . .
##
## (Intercept) 1.000756e-15 9.984852e-16 9.963191e-16
## overall 8.277035e-01 8.369065e-01 8.451271e-01
## value_eur . . .
## age -5.948927e-01 -6.055410e-01 -6.151006e-01
## height_cm . . .
## club_team_id -1.814614e-02 -2.048591e-02 -2.219861e-02
## league_level . . .
## nationality_id . . -1.561059e-03
## preferred_foot . . .
## weak_foot . . .
## skill_moves . . .
## international_reputation 3.016739e-02 3.512368e-02 3.963043e-02
## release_clause_eur 1.614386e-02 1.333546e-02 1.081959e-02
## pace . . .
## shooting . . .
## passing . . .
## dribbling . . .
## defending . . .
## physic . . .
## attacking_crossing . . .
## attacking_finishing . . .
## attacking_heading_accuracy . . .
## attacking_short_passing . . .
## attacking_volleys . . .
## skill_dribbling . . .
## skill_curve . . .
##
## (Intercept) 9.940000e-16 9.894926e-16 9.875344e-16
## overall 8.520451e-01 8.563456e-01 8.612881e-01
## value_eur . . .
## age -6.235114e-01 -6.311049e-01 -6.380168e-01
## height_cm . . .
## club_team_id -2.349553e-02 -2.472178e-02 -2.610012e-02
## league_level . . -2.177695e-03
## nationality_id -4.059696e-03 -6.302992e-03 -8.898554e-03
## preferred_foot . . .
## weak_foot . . .
## skill_moves . . .
## international_reputation 4.365395e-02 4.726216e-02 5.050990e-02
## release_clause_eur 8.848919e-03 7.094418e-03 5.186539e-03
## pace . . .
## shooting . . .
## passing . . .
## dribbling . . .
## defending . . .
## physic . . .
## attacking_crossing . . .
## attacking_finishing . . .
## attacking_heading_accuracy . . .
## attacking_short_passing 1.407761e-04 2.472805e-03 3.475957e-03
## attacking_volleys . . .
## skill_dribbling . . .
## skill_curve . . .
##
## (Intercept) 9.847517e-16 9.827635e-16 9.831634e-16
## overall 8.638016e-01 8.666626e-01 8.703143e-01
## value_eur . . .
## age -6.436479e-01 -6.489547e-01 -6.546285e-01
## height_cm . . .
## club_team_id -2.762380e-02 -2.899483e-02 -3.019824e-02
## league_level -6.005870e-03 -9.424584e-03 -1.238260e-02
## nationality_id -1.186175e-02 -1.450318e-02 -1.660541e-02
## preferred_foot . . .
## weak_foot . . .
## skill_moves . . .
## international_reputation 5.339499e-02 5.601127e-02 5.827776e-02
## release_clause_eur 3.947504e-03 2.633657e-03 1.439555e-03
## pace . . -2.025977e-03
## shooting . . .
## passing . . .
## dribbling . . .
## defending . . .
## physic . . .
## attacking_crossing . . .
## attacking_finishing . . .
## attacking_heading_accuracy . . .
## attacking_short_passing 5.110394e-03 6.319440e-03 7.252630e-03
## attacking_volleys . . .
## skill_dribbling . . .
## skill_curve . . .
##
## (Intercept) 9.867684e-16 9.936287e-16 1.000934e-15
## overall 8.749894e-01 8.830460e-01 8.911185e-01
## value_eur . . .
## age -6.609553e-01 -6.660282e-01 -6.702962e-01
## height_cm . . .
## club_team_id -3.123863e-02 -3.231787e-02 -3.335034e-02
## league_level -1.485744e-02 -1.667187e-02 -1.821041e-02
## nationality_id -1.808180e-02 -1.910616e-02 -1.997092e-02
## preferred_foot . . .
## weak_foot . . .
## skill_moves . . .
## international_reputation 6.007424e-02 6.104447e-02 6.155683e-02
## release_clause_eur 5.411883e-04 . .
## pace -6.851822e-03 -1.256203e-02 -1.813807e-02
## shooting . . .
## passing . . .
## dribbling . . .
## defending . . .
## physic . -4.805800e-03 -1.046663e-02
## attacking_crossing . . .
## attacking_finishing . . .
## attacking_heading_accuracy . . .
## attacking_short_passing 7.928959e-03 7.206676e-03 6.244826e-03
## attacking_volleys . . .
## skill_dribbling . . .
## skill_curve . . .
##
## (Intercept) 1.007686e-15 1.013663e-15 1.019273e-15
## overall 8.985586e-01 9.051838e-01 9.113638e-01
## value_eur . . .
## age -6.741874e-01 -6.777286e-01 -6.809593e-01
## height_cm . . .
## club_team_id -3.429110e-02 -3.514762e-02 -3.592866e-02
## league_level -1.960678e-02 -2.088995e-02 -2.204902e-02
## nationality_id -2.075384e-02 -2.147714e-02 -2.212693e-02
## preferred_foot . . .
## weak_foot . . .
## skill_moves . . .
## international_reputation 6.201653e-02 6.244879e-02 6.283014e-02
## release_clause_eur . . .
## pace -2.323507e-02 -2.784849e-02 -3.208071e-02
## shooting . . .
## passing . . .
## dribbling . . .
## defending . . .
## physic -1.565184e-02 -2.032575e-02 -2.463160e-02
## attacking_crossing . . .
## attacking_finishing . . .
## attacking_heading_accuracy . . .
## attacking_short_passing 5.317674e-03 4.564331e-03 3.792761e-03
## attacking_volleys . . .
## skill_dribbling . . .
## skill_curve . . .
##
## (Intercept) 1.024393e-15 1.028866e-15 1.032889e-15
## overall 9.170021e-01 9.219727e-01 9.275942e-01
## value_eur . . .
## age -6.839031e-01 -6.865800e-01 -6.886711e-01
## height_cm . . .
## club_team_id -3.664038e-02 -3.728815e-02 -3.792766e-02
## league_level -2.310458e-02 -2.407834e-02 -2.490490e-02
## nationality_id -2.271850e-02 -2.326849e-02 -2.373768e-02
## preferred_foot . . .
## weak_foot . . .
## skill_moves . . .
## international_reputation 6.317700e-02 6.350806e-02 6.374255e-02
## release_clause_eur . . .
## pace -3.593848e-02 -3.942022e-02 -4.212747e-02
## shooting . . .
## passing . . .
## dribbling . . .
## defending . . .
## physic -2.855741e-02 -3.207968e-02 -3.594475e-02
## attacking_crossing . . -1.931165e-03
## attacking_finishing . . .
## attacking_heading_accuracy . . .
## attacking_short_passing 3.085391e-03 2.539479e-03 2.398762e-03
## attacking_volleys . . .
## skill_dribbling . . .
## skill_curve . . .
##
## (Intercept) 1.035044e-15 1.036892e-15 1.038006e-15
## overall 9.321993e-01 9.362652e-01 9.390320e-01
## value_eur . . .
## age -6.901819e-01 -6.915033e-01 -6.929073e-01
## height_cm . . .
## club_team_id -3.856530e-02 -3.915214e-02 -3.961398e-02
## league_level -2.570857e-02 -2.641808e-02 -2.706585e-02
## nationality_id -2.423627e-02 -2.469058e-02 -2.511458e-02
## preferred_foot . . .
## weak_foot . 4.344735e-04 1.373210e-03
## skill_moves . . .
## international_reputation 6.403509e-02 6.425645e-02 6.441321e-02
## release_clause_eur . . .
## pace -4.400925e-02 -4.559666e-02 -4.704468e-02
## shooting . . .
## passing . . .
## dribbling . . .
## defending . . .
## physic -3.957061e-02 -4.316005e-02 -4.659967e-02
## attacking_crossing -4.988121e-03 -7.873817e-03 -9.984935e-03
## attacking_finishing . . .
## attacking_heading_accuracy . 5.744695e-04 1.950888e-03
## attacking_short_passing 3.218367e-03 3.961933e-03 4.883115e-03
## attacking_volleys . . .
## skill_dribbling . . .
## skill_curve . . .
##
## (Intercept) 1.039349e-15 1.040515e-15 1.040617e-15
## overall 9.419502e-01 9.446391e-01 9.467105e-01
## value_eur . . .
## age -6.941327e-01 -6.952410e-01 -6.961155e-01
## height_cm . . .
## club_team_id -4.005343e-02 -4.045531e-02 -4.077474e-02
## league_level -2.765497e-02 -2.819296e-02 -2.866648e-02
## nationality_id -2.550277e-02 -2.585804e-02 -2.619743e-02
## preferred_foot . . .
## weak_foot 2.244940e-03 3.040478e-03 4.038094e-03
## skill_moves . . .
## international_reputation 6.455680e-02 6.468906e-02 6.480967e-02
## release_clause_eur . . .
## pace -4.838438e-02 -4.960334e-02 -5.006541e-02
## shooting . . .
## passing . . .
## dribbling . . .
## defending . 2.857095e-04 1.937223e-03
## physic -4.968284e-02 -5.264201e-02 -5.594364e-02
## attacking_crossing -1.211620e-02 -1.410331e-02 -1.603363e-02
## attacking_finishing . . .
## attacking_heading_accuracy 2.949614e-03 3.838538e-03 4.915126e-03
## attacking_short_passing 5.554692e-03 6.128130e-03 6.528444e-03
## attacking_volleys . . .
## skill_dribbling . . .
## skill_curve . . .
##
## (Intercept) 1.040977e-15 1.040192e-15 1.039733e-15
## overall 9.488364e-01 9.489551e-01 9.494001e-01
## value_eur . . .
## age -6.968894e-01 -6.975455e-01 -6.981825e-01
## height_cm . . .
## club_team_id -4.108874e-02 -4.127946e-02 -4.144515e-02
## league_level -2.909616e-02 -2.958523e-02 -3.001764e-02
## nationality_id -2.650210e-02 -2.685002e-02 -2.715421e-02
## preferred_foot . . .
## weak_foot 4.877660e-03 5.461215e-03 6.041053e-03
## skill_moves . . .
## international_reputation 6.491312e-02 6.500060e-02 6.506952e-02
## release_clause_eur . . .
## pace -5.065609e-02 -5.181852e-02 -5.279307e-02
## shooting . . .
## passing . . .
## dribbling 1.272317e-04 3.966201e-03 7.184369e-03
## defending 3.307512e-03 5.546364e-03 7.533699e-03
## physic -5.898171e-02 -6.135761e-02 -6.362359e-02
## attacking_crossing -1.794153e-02 -2.051501e-02 -2.280501e-02
## attacking_finishing . . .
## attacking_heading_accuracy 5.776319e-03 6.946682e-03 7.991200e-03
## attacking_short_passing 6.809655e-03 5.828534e-03 4.897393e-03
## attacking_volleys . . .
## skill_dribbling . . .
## skill_curve . . .
##
## (Intercept) 1.039414e-15 1.039080e-15 1.038559e-15
## overall 9.499274e-01 9.503664e-01 9.508051e-01
## value_eur . . .
## age -6.987296e-01 -6.992624e-01 -6.997173e-01
## height_cm . . -1.562374e-04
## club_team_id -4.159868e-02 -4.174089e-02 -4.189140e-02
## league_level -3.040824e-02 -3.076529e-02 -3.107725e-02
## nationality_id -2.743010e-02 -2.768124e-02 -2.792659e-02
## preferred_foot . . .
## weak_foot 6.575098e-03 7.058679e-03 7.486570e-03
## skill_moves . . .
## international_reputation 6.512360e-02 6.518388e-02 6.523611e-02
## release_clause_eur . . .
## pace -5.369112e-02 -5.448859e-02 -5.528934e-02
## shooting . . .
## passing . . .
## dribbling 1.021918e-02 1.275710e-02 1.520752e-02
## defending 9.412414e-03 1.100919e-02 1.255889e-02
## physic -6.574598e-02 -6.761913e-02 -6.931905e-02
## attacking_crossing -2.497878e-02 -2.686033e-02 -2.866739e-02
## attacking_finishing . . .
## attacking_heading_accuracy 8.903513e-03 9.738000e-03 1.051061e-02
## attacking_short_passing 3.928060e-03 3.206746e-03 2.421231e-03
## attacking_volleys . . .
## skill_dribbling . . .
## skill_curve . . 1.764372e-04
##
## (Intercept) 1.036813e-15 1.035512e-15 1.033487e-15
## overall 9.509938e-01 9.512512e-01 9.518147e-01
## value_eur . . -1.132355e-03
## age -7.003969e-01 -7.009888e-01 -7.017442e-01
## height_cm -1.031261e-03 -1.674408e-03 -2.216134e-03
## club_team_id -4.203927e-02 -4.214059e-02 -4.225616e-02
## league_level -3.137476e-02 -3.162375e-02 -3.186314e-02
## nationality_id -2.822416e-02 -2.846536e-02 -2.865912e-02
## preferred_foot . . .
## weak_foot 7.855322e-03 8.183643e-03 8.491406e-03
## skill_moves . . 5.853730e-05
## international_reputation 6.533170e-02 6.537164e-02 6.598172e-02
## release_clause_eur . . .
## pace -5.615008e-02 -5.682806e-02 -5.732602e-02
## shooting . . .
## passing . . .
## dribbling 1.699744e-02 1.859425e-02 1.997679e-02
## defending 1.378552e-02 1.510254e-02 1.634262e-02
## physic -7.032565e-02 -7.147319e-02 -7.249529e-02
## attacking_crossing -3.047747e-02 -3.232702e-02 -3.409340e-02
## attacking_finishing . . .
## attacking_heading_accuracy 1.147364e-02 1.237320e-02 1.316844e-02
## attacking_short_passing 1.696805e-03 9.279531e-04 3.444005e-04
## attacking_volleys . . .
## skill_dribbling . . .
## skill_curve 9.819558e-04 1.957782e-03 2.891338e-03
##
## (Intercept) 1.031471e-15 1.029620e-15 1.027935e-15
## overall 9.526745e-01 9.534313e-01 9.540126e-01
## value_eur -2.520964e-03 -3.728048e-03 -4.803975e-03
## age -7.025762e-01 -7.032861e-01 -7.039415e-01
## height_cm -2.703703e-03 -3.173715e-03 -3.608205e-03
## club_team_id -4.232732e-02 -4.244803e-02 -4.256550e-02
## league_level -3.200776e-02 -3.217294e-02 -3.233625e-02
## nationality_id -2.876755e-02 -2.890468e-02 -2.904021e-02
## preferred_foot . . .
## weak_foot 8.722971e-03 8.964054e-03 9.186639e-03
## skill_moves 4.176332e-04 7.336168e-04 1.017689e-03
## international_reputation 6.664350e-02 6.726717e-02 6.783915e-02
## release_clause_eur . . .
## pace -5.770098e-02 -5.804127e-02 -5.839455e-02
## shooting . . .
## passing . . .
## dribbling 2.098876e-02 2.148013e-02 2.192957e-02
## defending 1.759448e-02 1.844514e-02 1.916110e-02
## physic -7.357136e-02 -7.441290e-02 -7.511290e-02
## attacking_crossing -3.605682e-02 -3.746630e-02 -3.860244e-02
## attacking_finishing . . -1.777438e-04
## attacking_heading_accuracy 1.385013e-02 1.441975e-02 1.496663e-02
## attacking_short_passing . . .
## attacking_volleys . . .
## skill_dribbling . . .
## skill_curve 3.844592e-03 4.506152e-03 5.172519e-03
##
## (Intercept) 1.027117e-15 1.025964e-15 1.024199e-15
## overall 9.552292e-01 9.558551e-01 9.562846e-01
## value_eur -5.869986e-03 -6.722147e-03 -1.246571e-02
## age -7.044577e-01 -7.049413e-01 -7.051818e-01
## height_cm -3.887969e-03 -4.266495e-03 -4.626962e-03
## club_team_id -4.260977e-02 -4.270252e-02 -4.274771e-02
## league_level -3.241213e-02 -3.254206e-02 -3.264308e-02
## nationality_id -2.913641e-02 -2.926819e-02 -2.938304e-02
## preferred_foot . . .
## weak_foot 9.484053e-03 9.712097e-03 9.881313e-03
## skill_moves 1.354270e-03 1.628351e-03 1.985172e-03
## international_reputation 6.831770e-02 6.876054e-02 6.907929e-02
## release_clause_eur . 4.601009e-06 5.417367e-03
## pace -5.866156e-02 -5.902913e-02 -5.929235e-02
## shooting . . .
## passing . . .
## dribbling 2.296713e-02 2.381683e-02 2.485572e-02
## defending 1.897851e-02 1.896252e-02 1.889683e-02
## physic -7.596517e-02 -7.646102e-02 -7.707548e-02
## attacking_crossing -3.991121e-02 -4.091809e-02 -4.249208e-02
## attacking_finishing -1.822019e-03 -2.895026e-03 -4.470731e-03
## attacking_heading_accuracy 1.557677e-02 1.611763e-02 1.672118e-02
## attacking_short_passing . . .
## attacking_volleys . . .
## skill_dribbling . . .
## skill_curve 6.009140e-03 6.679221e-03 7.811362e-03
##
## (Intercept) 1.017653e-15 1.011568e-15 1.006056e-15
## overall 9.564543e-01 9.565301e-01 9.566091e-01
## value_eur -5.103699e-02 -8.596183e-02 -1.178942e-01
## age -7.052645e-01 -7.053376e-01 -7.054054e-01
## height_cm -4.887726e-03 -5.156907e-03 -5.388861e-03
## club_team_id -4.257562e-02 -4.241237e-02 -4.226532e-02
## league_level -3.272228e-02 -3.280040e-02 -3.286959e-02
## nationality_id -2.945138e-02 -2.951344e-02 -2.957095e-02
## preferred_foot -1.946851e-04 -4.078533e-04 -5.865643e-04
## weak_foot 1.002970e-02 1.017433e-02 1.030003e-02
## skill_moves 2.127069e-03 2.288006e-03 2.421075e-03
## international_reputation 7.034866e-02 7.150885e-02 7.256443e-02
## release_clause_eur 4.292460e-02 7.689266e-02 1.079494e-01
## pace -5.939745e-02 -5.949227e-02 -5.958142e-02
## shooting . . .
## passing . . .
## dribbling 2.571960e-02 2.661141e-02 2.740726e-02
## defending 1.897382e-02 1.908569e-02 1.916574e-02
## physic -7.713920e-02 -7.718159e-02 -7.722056e-02
## attacking_crossing -4.340258e-02 -4.430820e-02 -4.510623e-02
## attacking_finishing -5.222828e-03 -5.912906e-03 -6.555789e-03
## attacking_heading_accuracy 1.707171e-02 1.741417e-02 1.772562e-02
## attacking_short_passing . . .
## attacking_volleys . . .
## skill_dribbling . . .
## skill_curve 8.359111e-03 8.839998e-03 9.292252e-03
##
## (Intercept) 1.001036e-15 9.964755e-16 9.922942e-16
## overall 9.566809e-01 9.567462e-01 9.568061e-01
## value_eur -1.469730e-01 -1.733799e-01 -1.976134e-01
## age -7.054673e-01 -7.055239e-01 -7.055750e-01
## height_cm -5.600221e-03 -5.792870e-03 -5.968279e-03
## club_team_id -4.213146e-02 -4.201016e-02 -4.189833e-02
## league_level -3.293267e-02 -3.299032e-02 -3.304251e-02
## nationality_id -2.962338e-02 -2.967133e-02 -2.971467e-02
## preferred_foot -7.494026e-04 -8.977931e-04 -1.032965e-03
## weak_foot 1.041461e-02 1.051921e-02 1.061412e-02
## skill_moves 2.542391e-03 2.653286e-03 2.753636e-03
## international_reputation 7.352576e-02 7.439914e-02 7.519989e-02
## release_clause_eur 1.362307e-01 1.619130e-01 1.854822e-01
## pace -5.966276e-02 -5.973741e-02 -5.980439e-02
## shooting . . .
## passing . . .
## dribbling 2.813238e-02 2.879291e-02 2.939509e-02
## defending 1.923866e-02 1.930498e-02 1.936563e-02
## physic -7.725626e-02 -7.728973e-02 -7.731838e-02
## attacking_crossing -4.583337e-02 -4.649595e-02 -4.709960e-02
## attacking_finishing -7.141643e-03 -7.675892e-03 -8.161833e-03
## attacking_heading_accuracy 1.800948e-02 1.826852e-02 1.850377e-02
## attacking_short_passing . . .
## attacking_volleys . . .
## skill_dribbling . . .
## skill_curve 9.704347e-03 1.007992e-02 1.042196e-02
##
## (Intercept) 9.884784e-16 9.850137e-16 9.819798e-16
## overall 9.568608e-01 9.569105e-01 9.569341e-01
## value_eur -2.197345e-01 -2.398517e-01 -2.581101e-01
## age -7.056214e-01 -7.056638e-01 -7.057340e-01
## height_cm -6.128077e-03 -6.273704e-03 -6.408382e-03
## club_team_id -4.179613e-02 -4.170330e-02 -4.161488e-02
## league_level -3.308999e-02 -3.313332e-02 -3.316633e-02
## nationality_id -2.975407e-02 -2.979006e-02 -2.982091e-02
## preferred_foot -1.156120e-03 -1.268341e-03 -1.388050e-03
## weak_foot 1.070050e-02 1.077929e-02 1.084434e-02
## skill_moves 2.844906e-03 2.928220e-03 2.961703e-03
## international_reputation 7.593066e-02 7.659540e-02 7.715340e-02
## release_clause_eur 2.069970e-01 2.265628e-01 2.443364e-01
## pace -5.986518e-02 -5.992080e-02 -5.994618e-02
## shooting . . .
## passing . . .
## dribbling 2.994385e-02 3.044376e-02 3.086335e-02
## defending 1.942094e-02 1.947129e-02 1.964636e-02
## physic -7.734405e-02 -7.736785e-02 -7.739824e-02
## attacking_crossing -4.764960e-02 -4.815075e-02 -4.860725e-02
## attacking_finishing -8.604405e-03 -9.007844e-03 -9.734954e-03
## attacking_heading_accuracy 1.871794e-02 1.891325e-02 1.901523e-02
## attacking_short_passing . . .
## attacking_volleys . 5.116497e-05 7.340956e-04
## skill_dribbling . . .
## skill_curve 1.073356e-02 1.098162e-02 1.107567e-02
##
## (Intercept) 9.791532e-16 9.766125e-16 9.742889e-16
## overall 9.569638e-01 9.569901e-01 9.570141e-01
## value_eur -2.749346e-01 -2.900274e-01 -3.038379e-01
## age -7.057865e-01 -7.058351e-01 -7.058792e-01
## height_cm -6.530190e-03 -6.641377e-03 -6.742662e-03
## club_team_id -4.153437e-02 -4.146281e-02 -4.139716e-02
## league_level -3.319828e-02 -3.322786e-02 -3.325471e-02
## nationality_id -2.984938e-02 -2.987583e-02 -2.989981e-02
## preferred_foot -1.491080e-03 -1.584989e-03 -1.670547e-03
## weak_foot 1.090565e-02 1.096206e-02 1.101332e-02
## skill_moves 3.005768e-03 3.046991e-03 3.084296e-03
## international_reputation 7.768247e-02 7.815784e-02 7.859263e-02
## release_clause_eur 2.607093e-01 2.753964e-01 2.888358e-01
## pace -5.997719e-02 -6.000688e-02 -6.003361e-02
## shooting . . .
## passing . . .
## dribbling 3.125975e-02 3.162069e-02 3.194977e-02
## defending 1.976082e-02 1.986469e-02 1.995935e-02
## physic -7.742103e-02 -7.744429e-02 -7.746482e-02
## attacking_crossing -4.902295e-02 -4.940194e-02 -4.974721e-02
## attacking_finishing -1.027758e-02 -1.077250e-02 -1.122340e-02
## attacking_heading_accuracy 1.913304e-02 1.924170e-02 1.934044e-02
## attacking_short_passing . . .
## attacking_volleys 1.162386e-03 1.551213e-03 1.905779e-03
## skill_dribbling . . .
## skill_curve 1.119085e-02 1.129655e-02 1.139273e-02
##
## (Intercept) 9.722498e-16 9.706749e-16 9.692569e-16
## overall 9.570748e-01 9.572947e-01 9.574921e-01
## value_eur -3.164020e-01 -3.280871e-01 -3.385618e-01
## age -7.059246e-01 -7.059863e-01 -7.060434e-01
## height_cm -6.832939e-03 -6.906394e-03 -6.973628e-03
## club_team_id -4.133411e-02 -4.126082e-02 -4.119523e-02
## league_level -3.328112e-02 -3.331242e-02 -3.334139e-02
## nationality_id -2.992256e-02 -2.994607e-02 -2.996795e-02
## preferred_foot -1.744801e-03 -1.797298e-03 -1.845115e-03
## weak_foot 1.106208e-02 1.111432e-02 1.116220e-02
## skill_moves 3.116307e-03 3.135744e-03 3.154402e-03
## international_reputation 7.898697e-02 7.934738e-02 7.967098e-02
## release_clause_eur 3.010612e-01 3.124279e-01 3.226166e-01
## pace -6.007767e-02 -6.019714e-02 -6.030746e-02
## shooting . . .
## passing . . .
## dribbling 3.230267e-02 3.284419e-02 3.333972e-02
## defending 2.007213e-02 2.028759e-02 2.048312e-02
## physic -7.748771e-02 -7.752418e-02 -7.755844e-02
## attacking_crossing -5.006030e-02 -5.034188e-02 -5.059824e-02
## attacking_finishing -1.162862e-02 -1.197316e-02 -1.228813e-02
## attacking_heading_accuracy 1.942427e-02 1.947218e-02 1.951788e-02
## attacking_short_passing -9.721439e-05 -5.975679e-04 -1.053434e-03
## attacking_volleys 2.230511e-03 2.539061e-03 2.818554e-03
## skill_dribbling . . -6.569887e-05
## skill_curve 1.148395e-02 1.158396e-02 1.172507e-02
##
## (Intercept) 9.674854e-16 9.658707e-16 9.644255e-16
## overall 9.575090e-01 9.574011e-01 9.573196e-01
## value_eur -3.482355e-01 -3.571068e-01 -3.651995e-01
## age -7.061519e-01 -7.062479e-01 -7.063333e-01
## height_cm -6.888431e-03 -6.791868e-03 -6.709801e-03
## club_team_id -4.114578e-02 -4.107890e-02 -4.101907e-02
## league_level -3.338043e-02 -3.342466e-02 -3.346382e-02
## nationality_id -2.997096e-02 -2.997605e-02 -2.998098e-02
## preferred_foot -1.900276e-03 -1.955000e-03 -2.004196e-03
## weak_foot 1.121037e-02 1.123823e-02 1.126472e-02
## skill_moves 3.159708e-03 3.160207e-03 3.160940e-03
## international_reputation 7.998163e-02 8.026123e-02 8.051600e-02
## release_clause_eur 3.320125e-01 3.406397e-01 3.485094e-01
## pace -6.044884e-02 -6.061746e-02 -6.076673e-02
## shooting . . 3.959059e-05
## passing . . .
## dribbling 3.627589e-02 3.913996e-02 4.162185e-02
## defending 2.043898e-02 2.058679e-02 2.072831e-02
## physic -7.758511e-02 -7.760560e-02 -7.763176e-02
## attacking_crossing -5.058273e-02 -5.069030e-02 -5.078753e-02
## attacking_finishing -1.249996e-02 -1.270174e-02 -1.289868e-02
## attacking_heading_accuracy 1.954941e-02 1.960817e-02 1.965554e-02
## attacking_short_passing -1.480822e-03 -2.057810e-03 -2.566390e-03
## attacking_volleys 3.014405e-03 3.194803e-03 3.359910e-03
## skill_dribbling -2.548224e-03 -4.682123e-03 -6.548107e-03
## skill_curve 1.170624e-02 1.175988e-02 1.180461e-02
##
## (Intercept) 9.638586e-16 9.633200e-16 9.627133e-16
## overall 9.572986e-01 9.573947e-01 9.574218e-01
## value_eur -3.722252e-01 -3.788759e-01 -3.851243e-01
## age -7.064498e-01 -7.065306e-01 -7.066098e-01
## height_cm -6.675215e-03 -6.642230e-03 -6.591561e-03
## club_team_id -4.096110e-02 -4.092365e-02 -4.088462e-02
## league_level -3.349129e-02 -3.351062e-02 -3.353182e-02
## nationality_id -2.998067e-02 -2.998246e-02 -2.998293e-02
## preferred_foot -2.056890e-03 -2.087504e-03 -2.117025e-03
## weak_foot 1.127322e-02 1.130182e-02 1.132432e-02
## skill_moves 3.160850e-03 3.173496e-03 3.183663e-03
## international_reputation 8.072937e-02 8.094003e-02 8.113887e-02
## release_clause_eur 3.553552e-01 3.618352e-01 3.679243e-01
## pace -6.081411e-02 -6.085787e-02 -6.091371e-02
## shooting 2.189368e-03 4.203222e-03 5.959137e-03
## passing . . .
## dribbling 4.288589e-02 4.416468e-02 4.568305e-02
## defending 2.117478e-02 2.123960e-02 2.130021e-02
## physic -7.778158e-02 -7.790972e-02 -7.801458e-02
## attacking_crossing -5.098932e-02 -5.106473e-02 -5.112347e-02
## attacking_finishing -1.456655e-02 -1.622574e-02 -1.767530e-02
## attacking_heading_accuracy 1.965342e-02 1.965813e-02 1.967539e-02
## attacking_short_passing -3.189100e-03 -3.611918e-03 -4.028779e-03
## attacking_volleys 3.349863e-03 3.195166e-03 3.050712e-03
## skill_dribbling -7.358321e-03 -8.417513e-03 -9.649545e-03
## skill_curve 1.163233e-02 1.149351e-02 1.137250e-02
##
## (Intercept) 9.621152e-16 9.615593e-16 9.609929e-16
## overall 9.574175e-01 9.574023e-01 9.573791e-01
## value_eur -3.906512e-01 -3.954945e-01 -4.003076e-01
## age -7.066838e-01 -7.067517e-01 -7.068135e-01
## height_cm -6.538360e-03 -6.489210e-03 -6.434753e-03
## club_team_id -4.084821e-02 -4.081555e-02 -4.078169e-02
## league_level -3.355350e-02 -3.357440e-02 -3.359379e-02
## nationality_id -2.998362e-02 -2.998479e-02 -2.998445e-02
## preferred_foot -2.145660e-03 -2.172784e-03 -2.197813e-03
## weak_foot 1.134338e-02 1.136031e-02 1.137438e-02
## skill_moves 3.192125e-03 3.199806e-03 3.204041e-03
## international_reputation 8.131539e-02 8.147061e-02 8.162317e-02
## release_clause_eur 3.733089e-01 3.780263e-01 3.827160e-01
## pace -6.097536e-02 -6.103671e-02 -6.109552e-02
## shooting 7.386986e-03 8.562272e-03 9.681737e-03
## passing . . .
## dribbling 4.719865e-02 4.860512e-02 5.002613e-02
## defending 2.136968e-02 2.144395e-02 2.151038e-02
## physic -7.810189e-02 -7.817702e-02 -7.824388e-02
## attacking_crossing -5.117862e-02 -5.123198e-02 -5.128059e-02
## attacking_finishing -1.886205e-02 -1.984527e-02 -2.078137e-02
## attacking_heading_accuracy 1.969704e-02 1.971944e-02 1.973832e-02
## attacking_short_passing -4.419198e-03 -4.775201e-03 -5.121127e-03
## attacking_volleys 2.943758e-03 2.867176e-03 2.786979e-03
## skill_dribbling -1.085883e-02 -1.196944e-02 -1.308881e-02
## skill_curve 1.127698e-02 1.120119e-02 1.112783e-02
##
## (Intercept) 9.604839e-16
## overall 9.573535e-01
## value_eur -4.044314e-01
## age -7.068705e-01
## height_cm -6.390371e-03
## club_team_id -4.075283e-02
## league_level -3.361186e-02
## nationality_id -2.998510e-02
## preferred_foot -2.221076e-03
## weak_foot 1.138732e-02
## skill_moves 3.209568e-03
## international_reputation 8.175520e-02
## release_clause_eur 3.867324e-01
## pace -6.115023e-02
## shooting 1.058607e-02
## passing .
## dribbling 5.126146e-02
## defending 2.157751e-02
## physic -7.830085e-02
## attacking_crossing -5.132514e-02
## attacking_finishing -2.154085e-02
## attacking_heading_accuracy 1.975905e-02
## attacking_short_passing -5.421854e-03
## attacking_volleys 2.732862e-03
## skill_dribbling -1.405841e-02
## skill_curve 1.107133e-02print (lassomod)##
## Call: glmnet(x = x_train, y = y_train, family = "gaussian", alpha = 1, standardize = FALSE, type.measure = "mse")
##
## Df %Dev Lambda
## 1 0 0.00 0.64080
## 2 1 6.97 0.58390
## 3 1 12.76 0.53200
## 4 1 17.57 0.48480
## 5 1 21.56 0.44170
## 6 2 25.35 0.40250
## 7 3 31.57 0.36670
## 8 3 40.12 0.33410
## 9 3 47.21 0.30440
## 10 3 53.10 0.27740
## 11 3 58.00 0.25280
## 12 3 62.05 0.23030
## 13 3 65.42 0.20980
## 14 3 68.22 0.19120
## 15 3 70.55 0.17420
## 16 3 72.48 0.15870
## 17 3 74.08 0.14460
## 18 3 75.41 0.13180
## 19 3 76.51 0.12010
## 20 3 77.43 0.10940
## 21 4 78.21 0.09969
## 22 5 78.92 0.09084
## 23 5 79.53 0.08277
## 24 5 80.04 0.07541
## 25 5 80.46 0.06871
## 26 5 80.81 0.06261
## 27 5 81.10 0.05705
## 28 6 81.36 0.05198
## 29 7 81.57 0.04736
## 30 7 81.74 0.04315
## 31 8 81.91 0.03932
## 32 8 82.06 0.03583
## 33 8 82.18 0.03264
## 34 9 82.31 0.02974
## 35 9 82.43 0.02710
## 36 9 82.57 0.02469
## 37 9 82.70 0.02250
## 38 9 82.81 0.02050
## 39 9 82.89 0.01868
## 40 9 82.96 0.01702
## 41 9 83.02 0.01551
## 42 9 83.07 0.01413
## 43 10 83.12 0.01288
## 44 10 83.17 0.01173
## 45 12 83.20 0.01069
## 46 12 83.24 0.00974
## 47 12 83.26 0.00887
## 48 13 83.29 0.00809
## 49 13 83.31 0.00737
## 50 14 83.33 0.00671
## 51 14 83.35 0.00612
## 52 14 83.36 0.00557
## 53 14 83.38 0.00508
## 54 14 83.39 0.00463
## 55 16 83.40 0.00422
## 56 16 83.41 0.00384
## 57 16 83.41 0.00350
## 58 18 83.42 0.00319
## 59 17 83.43 0.00291
## 60 17 83.43 0.00265
## 61 18 83.44 0.00241
## 62 18 83.44 0.00220
## 63 19 83.45 0.00200
## 64 19 83.46 0.00182
## 65 20 83.49 0.00166
## 66 20 83.51 0.00152
## 67 20 83.53 0.00138
## 68 20 83.55 0.00126
## 69 20 83.57 0.00115
## 70 20 83.58 0.00104
## 71 20 83.59 0.00095
## 72 21 83.60 0.00087
## 73 21 83.61 0.00079
## 74 21 83.61 0.00072
## 75 21 83.62 0.00066
## 76 21 83.62 0.00060
## 77 22 83.63 0.00054
## 78 22 83.63 0.00050
## 79 23 83.63 0.00045
## 80 23 83.64 0.00041
## 81 23 83.64 0.00038
## 82 24 83.64 0.00034
## 83 24 83.64 0.00031
## 84 24 83.65 0.00028
## 85 24 83.65 0.00026
## 86 24 83.65 0.00024
## 87 24 83.65 0.00021
## 88 24 83.65 0.00020
## 89 24 83.65 0.00018head.matrix(lassomod) #mostramos la información completa para el modelo## $a0
## s0 s1 s2 s3 s4 s5
## 4.780789e-16 5.206744e-16 5.594857e-16 5.948492e-16 6.270710e-16 6.503727e-16
## s6 s7 s8 s9 s10 s11
## 6.780094e-16 7.187406e-16 7.558355e-16 7.896350e-16 8.204318e-16 8.484363e-16
## s12 s13 s14 s15 s16 s17
## 8.740092e-16 8.973104e-16 9.185416e-16 9.378867e-16 9.555133e-16 9.715739e-16
## s18 s19 s20 s21 s22 s23
## 9.861494e-16 9.994879e-16 1.011278e-15 1.012361e-15 1.009033e-15 1.005983e-15
## s24 s25 s26 s27 s28 s29
## 1.003248e-15 1.000756e-15 9.984852e-16 9.963191e-16 9.940000e-16 9.894926e-16
## s30 s31 s32 s33 s34 s35
## 9.875344e-16 9.847517e-16 9.827635e-16 9.831634e-16 9.867684e-16 9.936287e-16
## s36 s37 s38 s39 s40 s41
## 1.000934e-15 1.007686e-15 1.013663e-15 1.019273e-15 1.024393e-15 1.028866e-15
## s42 s43 s44 s45 s46 s47
## 1.032889e-15 1.035044e-15 1.036892e-15 1.038006e-15 1.039349e-15 1.040515e-15
## s48 s49 s50 s51 s52 s53
## 1.040617e-15 1.040977e-15 1.040192e-15 1.039733e-15 1.039414e-15 1.039080e-15
## s54 s55 s56 s57 s58 s59
## 1.038559e-15 1.036813e-15 1.035512e-15 1.033487e-15 1.031471e-15 1.029620e-15
## s60 s61 s62 s63 s64 s65
## 1.027935e-15 1.027117e-15 1.025964e-15 1.024199e-15 1.017653e-15 1.011568e-15
## s66 s67 s68 s69 s70 s71
## 1.006056e-15 1.001036e-15 9.964755e-16 9.922942e-16 9.884784e-16 9.850137e-16
## s72 s73 s74 s75 s76 s77
## 9.819798e-16 9.791532e-16 9.766125e-16 9.742889e-16 9.722498e-16 9.706749e-16
## s78 s79 s80 s81 s82 s83
## 9.692569e-16 9.674854e-16 9.658707e-16 9.644255e-16 9.638586e-16 9.633200e-16
## s84 s85 s86 s87 s88
## 9.627133e-16 9.621152e-16 9.615593e-16 9.609929e-16 9.604839e-16
##
## $beta
## 25 x 89 sparse Matrix of class "dgCMatrix"## [[ suppressing 89 column names 's0', 's1', 's2' ... ]]##
## overall . 0.05693404 0.1088102 0.1560779 0.1991464
## value_eur . . . . .
## age . . . . .
## height_cm . . . . .
## club_team_id . . . . .
## league_level . . . . .
## nationality_id . . . . .
## preferred_foot . . . . .
## weak_foot . . . . .
## skill_moves . . . . .
## international_reputation . . . . .
## release_clause_eur . . . . .
## pace . . . . .
## shooting . . . . .
## passing . . . . .
## dribbling . . . . .
## defending . . . . .
## physic . . . . .
## attacking_crossing . . . . .
## attacking_finishing . . . . .
## attacking_heading_accuracy . . . . .
## attacking_short_passing . . . . .
## attacking_volleys . . . . .
## skill_dribbling . . . . .
## skill_curve . . . . .
##
## overall 0.23119124 0.27178091 0.33224200 0.38730790
## value_eur . . . .
## age . -0.02728074 -0.08802598 -0.14336435
## height_cm . . . .
## club_team_id . . . .
## league_level . . . .
## nationality_id . . . .
## preferred_foot . . . .
## weak_foot . . . .
## skill_moves . . . .
## international_reputation . . . .
## release_clause_eur 0.01296921 0.02695645 0.02770028 0.02839107
## pace . . . .
## shooting . . . .
## passing . . . .
## dribbling . . . .
## defending . . . .
## physic . . . .
## attacking_crossing . . . .
## attacking_finishing . . . .
## attacking_heading_accuracy . . . .
## attacking_short_passing . . . .
## attacking_volleys . . . .
## skill_dribbling . . . .
## skill_curve . . . .
##
## overall 0.43748184 0.48319847 0.52477810 0.56273926
## value_eur . . . .
## age -0.19378659 -0.23972946 -0.28155800 -0.31970337
## height_cm . . . .
## club_team_id . . . .
## league_level . . . .
## nationality_id . . . .
## preferred_foot . . . .
## weak_foot . . . .
## skill_moves . . . .
## international_reputation . . . .
## release_clause_eur 0.02902052 0.02959405 0.03015774 0.03063041
## pace . . . .
## shooting . . . .
## passing . . . .
## dribbling . . . .
## defending . . . .
## physic . . . .
## attacking_crossing . . . .
## attacking_finishing . . . .
## attacking_heading_accuracy . . . .
## attacking_short_passing . . . .
## attacking_volleys . . . .
## skill_dribbling . . . .
## skill_curve . . . .
##
## overall 0.59732838 0.62884469 0.65756118 0.68372658
## value_eur . . . .
## age -0.35446014 -0.38612922 -0.41498490 -0.44127712
## height_cm . . . .
## club_team_id . . . .
## league_level . . . .
## nationality_id . . . .
## preferred_foot . . . .
## weak_foot . . . .
## skill_moves . . . .
## international_reputation . . . .
## release_clause_eur 0.03106092 0.03145318 0.03181059 0.03213626
## pace . . . .
## shooting . . . .
## passing . . . .
## dribbling . . . .
## defending . . . .
## physic . . . .
## attacking_crossing . . . .
## attacking_finishing . . . .
## attacking_heading_accuracy . . . .
## attacking_short_passing . . . .
## attacking_volleys . . . .
## skill_dribbling . . . .
## skill_curve . . . .
##
## overall 0.70756752 0.72921215 0.74901160 0.766640581
## value_eur . . . .
## age -0.46523362 -0.48702783 -0.50691967 -0.524625063
## height_cm . . . .
## club_team_id . . . -0.002397078
## league_level . . . .
## nationality_id . . . .
## preferred_foot . . . .
## weak_foot . . . .
## skill_moves . . . .
## international_reputation . . . .
## release_clause_eur 0.03243299 0.03274592 0.03298886 0.032953384
## pace . . . .
## shooting . . . .
## passing . . . .
## dribbling . . . .
## defending . . . .
## physic . . . .
## attacking_crossing . . . .
## attacking_finishing . . . .
## attacking_heading_accuracy . . . .
## attacking_short_passing . . . .
## attacking_volleys . . . .
## skill_dribbling . . . .
## skill_curve . . . .
##
## overall 0.780958734 0.794450092 0.80651872 0.81760316
## value_eur . . . .
## age -0.540817650 -0.556346972 -0.57038039 -0.58320612
## height_cm . . . .
## club_team_id -0.006274271 -0.009658838 -0.01275994 -0.01557825
## league_level . . . .
## nationality_id . . . .
## preferred_foot . . . .
## weak_foot . . . .
## skill_moves . . . .
## international_reputation 0.004948002 0.012220661 0.01875799 0.02472787
## release_clause_eur 0.030459663 0.026260690 0.02260849 0.01922608
## pace . . . .
## shooting . . . .
## passing . . . .
## dribbling . . . .
## defending . . . .
## physic . . . .
## attacking_crossing . . . .
## attacking_finishing . . . .
## attacking_heading_accuracy . . . .
## attacking_short_passing . . . .
## attacking_volleys . . . .
## skill_dribbling . . . .
## skill_curve . . . .
##
## overall 0.82770346 0.83690648 0.845127104 0.8520451419
## value_eur . . . .
## age -0.59489267 -0.60554102 -0.615100575 -0.6235113956
## height_cm . . . .
## club_team_id -0.01814614 -0.02048591 -0.022198609 -0.0234955268
## league_level . . . .
## nationality_id . . -0.001561059 -0.0040596961
## preferred_foot . . . .
## weak_foot . . . .
## skill_moves . . . .
## international_reputation 0.03016739 0.03512368 0.039630427 0.0436539545
## release_clause_eur 0.01614386 0.01333546 0.010819591 0.0088489185
## pace . . . .
## shooting . . . .
## passing . . . .
## dribbling . . . .
## defending . . . .
## physic . . . .
## attacking_crossing . . . .
## attacking_finishing . . . .
## attacking_heading_accuracy . . . .
## attacking_short_passing . . . 0.0001407761
## attacking_volleys . . . .
## skill_dribbling . . . .
## skill_curve . . . .
##
## overall 0.856345609 0.861288120 0.863801555 0.866662650
## value_eur . . . .
## age -0.631104945 -0.638016774 -0.643647932 -0.648954670
## height_cm . . . .
## club_team_id -0.024721784 -0.026100120 -0.027623800 -0.028994831
## league_level . -0.002177695 -0.006005870 -0.009424584
## nationality_id -0.006302992 -0.008898554 -0.011861747 -0.014503183
## preferred_foot . . . .
## weak_foot . . . .
## skill_moves . . . .
## international_reputation 0.047262161 0.050509902 0.053394994 0.056011274
## release_clause_eur 0.007094418 0.005186539 0.003947504 0.002633657
## pace . . . .
## shooting . . . .
## passing . . . .
## dribbling . . . .
## defending . . . .
## physic . . . .
## attacking_crossing . . . .
## attacking_finishing . . . .
## attacking_heading_accuracy . . . .
## attacking_short_passing 0.002472805 0.003475957 0.005110394 0.006319440
## attacking_volleys . . . .
## skill_dribbling . . . .
## skill_curve . . . .
##
## overall 0.870314335 0.8749893520 0.883045978 0.891118518
## value_eur . . . .
## age -0.654628498 -0.6609552862 -0.666028171 -0.670296236
## height_cm . . . .
## club_team_id -0.030198236 -0.0312386313 -0.032317865 -0.033350337
## league_level -0.012382596 -0.0148574417 -0.016671872 -0.018210408
## nationality_id -0.016605405 -0.0180817998 -0.019106162 -0.019970918
## preferred_foot . . . .
## weak_foot . . . .
## skill_moves . . . .
## international_reputation 0.058277761 0.0600742375 0.061044471 0.061556831
## release_clause_eur 0.001439555 0.0005411883 . .
## pace -0.002025977 -0.0068518225 -0.012562028 -0.018138067
## shooting . . . .
## passing . . . .
## dribbling . . . .
## defending . . . .
## physic . . -0.004805800 -0.010466629
## attacking_crossing . . . .
## attacking_finishing . . . .
## attacking_heading_accuracy . . . .
## attacking_short_passing 0.007252630 0.0079289590 0.007206676 0.006244826
## attacking_volleys . . . .
## skill_dribbling . . . .
## skill_curve . . . .
##
## overall 0.898558593 0.905183765 0.911363766 0.917002066
## value_eur . . . .
## age -0.674187410 -0.677728600 -0.680959265 -0.683903068
## height_cm . . . .
## club_team_id -0.034291096 -0.035147624 -0.035928659 -0.036640376
## league_level -0.019606777 -0.020889946 -0.022049016 -0.023104575
## nationality_id -0.020753837 -0.021477138 -0.022126930 -0.022718499
## preferred_foot . . . .
## weak_foot . . . .
## skill_moves . . . .
## international_reputation 0.062016532 0.062448794 0.062830141 0.063177000
## release_clause_eur . . . .
## pace -0.023235075 -0.027848486 -0.032080707 -0.035938479
## shooting . . . .
## passing . . . .
## dribbling . . . .
## defending . . . .
## physic -0.015651842 -0.020325749 -0.024631598 -0.028557406
## attacking_crossing . . . .
## attacking_finishing . . . .
## attacking_heading_accuracy . . . .
## attacking_short_passing 0.005317674 0.004564331 0.003792761 0.003085391
## attacking_volleys . . . .
## skill_dribbling . . . .
## skill_curve . . . .
##
## overall 0.921972677 0.927594205 0.932199257 0.9362651635
## value_eur . . . .
## age -0.686579956 -0.688671115 -0.690181911 -0.6915032578
## height_cm . . . .
## club_team_id -0.037288151 -0.037927656 -0.038565295 -0.0391521389
## league_level -0.024078341 -0.024904898 -0.025708571 -0.0264180769
## nationality_id -0.023268489 -0.023737680 -0.024236274 -0.0246905796
## preferred_foot . . . .
## weak_foot . . . 0.0004344735
## skill_moves . . . .
## international_reputation 0.063508057 0.063742553 0.064035087 0.0642564546
## release_clause_eur . . . .
## pace -0.039420219 -0.042127468 -0.044009246 -0.0455966603
## shooting . . . .
## passing . . . .
## dribbling . . . .
## defending . . . .
## physic -0.032079680 -0.035944752 -0.039570608 -0.0431600459
## attacking_crossing . -0.001931165 -0.004988121 -0.0078738171
## attacking_finishing . . . .
## attacking_heading_accuracy . . . 0.0005744695
## attacking_short_passing 0.002539479 0.002398762 0.003218367 0.0039619326
## attacking_volleys . . . .
## skill_dribbling . . . .
## skill_curve . . . .
##
## overall 0.939031986 0.941950231 0.9446390560 0.946710517
## value_eur . . . .
## age -0.692907323 -0.694132656 -0.6952409789 -0.696115481
## height_cm . . . .
## club_team_id -0.039613981 -0.040053426 -0.0404553056 -0.040774745
## league_level -0.027065849 -0.027654969 -0.0281929639 -0.028666476
## nationality_id -0.025114584 -0.025502770 -0.0258580430 -0.026197431
## preferred_foot . . . .
## weak_foot 0.001373210 0.002244940 0.0030404784 0.004038094
## skill_moves . . . .
## international_reputation 0.064413210 0.064556800 0.0646890624 0.064809670
## release_clause_eur . . . .
## pace -0.047044685 -0.048384378 -0.0496033388 -0.050065406
## shooting . . . .
## passing . . . .
## dribbling . . . .
## defending . . 0.0002857095 0.001937223
## physic -0.046599672 -0.049682844 -0.0526420137 -0.055943639
## attacking_crossing -0.009984935 -0.012116197 -0.0141033106 -0.016033635
## attacking_finishing . . . .
## attacking_heading_accuracy 0.001950888 0.002949614 0.0038385378 0.004915126
## attacking_short_passing 0.004883115 0.005554692 0.0061281302 0.006528444
## attacking_volleys . . . .
## skill_dribbling . . . .
## skill_curve . . . .
##
## overall 0.9488364471 0.948955140 0.949400135 0.949927379
## value_eur . . . .
## age -0.6968893960 -0.697545507 -0.698182530 -0.698729551
## height_cm . . . .
## club_team_id -0.0410887430 -0.041279462 -0.041445155 -0.041598679
## league_level -0.0290961623 -0.029585232 -0.030017640 -0.030408243
## nationality_id -0.0265020961 -0.026850019 -0.027154205 -0.027430102
## preferred_foot . . . .
## weak_foot 0.0048776604 0.005461215 0.006041053 0.006575098
## skill_moves . . . .
## international_reputation 0.0649131166 0.065000604 0.065069523 0.065123598
## release_clause_eur . . . .
## pace -0.0506560936 -0.051818520 -0.052793067 -0.053691122
## shooting . . . .
## passing . . . .
## dribbling 0.0001272317 0.003966201 0.007184369 0.010219183
## defending 0.0033075121 0.005546364 0.007533699 0.009412414
## physic -0.0589817118 -0.061357609 -0.063623588 -0.065745976
## attacking_crossing -0.0179415348 -0.020515011 -0.022805007 -0.024978779
## attacking_finishing . . . .
## attacking_heading_accuracy 0.0057763188 0.006946682 0.007991200 0.008903513
## attacking_short_passing 0.0068096554 0.005828534 0.004897393 0.003928060
## attacking_volleys . . . .
## skill_dribbling . . . .
## skill_curve . . . .
##
## overall 0.950366384 0.9508050737 0.9509938462
## value_eur . . .
## age -0.699262364 -0.6997173104 -0.7003968539
## height_cm . -0.0001562374 -0.0010312610
## club_team_id -0.041740888 -0.0418914010 -0.0420392739
## league_level -0.030765286 -0.0310772507 -0.0313747601
## nationality_id -0.027681245 -0.0279265886 -0.0282241632
## preferred_foot . . .
## weak_foot 0.007058679 0.0074865696 0.0078553218
## skill_moves . . .
## international_reputation 0.065183875 0.0652361094 0.0653316975
## release_clause_eur . . .
## pace -0.054488595 -0.0552893392 -0.0561500828
## shooting . . .
## passing . . .
## dribbling 0.012757101 0.0152075236 0.0169974423
## defending 0.011009193 0.0125588890 0.0137855224
## physic -0.067619125 -0.0693190488 -0.0703256497
## attacking_crossing -0.026860330 -0.0286673928 -0.0304774710
## attacking_finishing . . .
## attacking_heading_accuracy 0.009738000 0.0105106126 0.0114736396
## attacking_short_passing 0.003206746 0.0024212307 0.0016968048
## attacking_volleys . . .
## skill_dribbling . . .
## skill_curve . 0.0001764372 0.0009819558
##
## overall 0.9512511848 0.9518147088 0.9526744853
## value_eur . -0.0011323554 -0.0025209635
## age -0.7009888044 -0.7017442136 -0.7025761931
## height_cm -0.0016744079 -0.0022161336 -0.0027037026
## club_team_id -0.0421405864 -0.0422561619 -0.0423273246
## league_level -0.0316237548 -0.0318631414 -0.0320077605
## nationality_id -0.0284653645 -0.0286591159 -0.0287675473
## preferred_foot . . .
## weak_foot 0.0081836434 0.0084914055 0.0087229706
## skill_moves . 0.0000585373 0.0004176332
## international_reputation 0.0653716403 0.0659817203 0.0666434973
## release_clause_eur . . .
## pace -0.0568280607 -0.0573260247 -0.0577009845
## shooting . . .
## passing . . .
## dribbling 0.0185942510 0.0199767883 0.0209887603
## defending 0.0151025404 0.0163426239 0.0175944784
## physic -0.0714731942 -0.0724952946 -0.0735713558
## attacking_crossing -0.0323270202 -0.0340933970 -0.0360568185
## attacking_finishing . . .
## attacking_heading_accuracy 0.0123731954 0.0131684434 0.0138501254
## attacking_short_passing 0.0009279531 0.0003444005 .
## attacking_volleys . . .
## skill_dribbling . . .
## skill_curve 0.0019577817 0.0028913381 0.0038445922
##
## overall 0.9534312791 0.9540126409 0.955229179
## value_eur -0.0037280481 -0.0048039755 -0.005869986
## age -0.7032861281 -0.7039415230 -0.704457724
## height_cm -0.0031737151 -0.0036082053 -0.003887969
## club_team_id -0.0424480339 -0.0425655025 -0.042609769
## league_level -0.0321729398 -0.0323362468 -0.032412126
## nationality_id -0.0289046829 -0.0290402127 -0.029136415
## preferred_foot . . .
## weak_foot 0.0089640542 0.0091866395 0.009484053
## skill_moves 0.0007336168 0.0010176891 0.001354270
## international_reputation 0.0672671666 0.0678391510 0.068317697
## release_clause_eur . . .
## pace -0.0580412690 -0.0583945471 -0.058661563
## shooting . . .
## passing . . .
## dribbling 0.0214801296 0.0219295718 0.022967127
## defending 0.0184451388 0.0191610977 0.018978513
## physic -0.0744128970 -0.0751128950 -0.075965174
## attacking_crossing -0.0374662985 -0.0386024401 -0.039911215
## attacking_finishing . -0.0001777438 -0.001822019
## attacking_heading_accuracy 0.0144197518 0.0149666338 0.015576769
## attacking_short_passing . . .
## attacking_volleys . . .
## skill_dribbling . . .
## skill_curve 0.0045061519 0.0051725193 0.006009140
##
## overall 9.558551e-01 0.956284646 0.9564542748
## value_eur -6.722147e-03 -0.012465706 -0.0510369896
## age -7.049413e-01 -0.705181839 -0.7052645332
## height_cm -4.266495e-03 -0.004626962 -0.0048877259
## club_team_id -4.270252e-02 -0.042747707 -0.0425756160
## league_level -3.254206e-02 -0.032643082 -0.0327222753
## nationality_id -2.926819e-02 -0.029383039 -0.0294513788
## preferred_foot . . -0.0001946851
## weak_foot 9.712097e-03 0.009881313 0.0100296993
## skill_moves 1.628351e-03 0.001985172 0.0021270692
## international_reputation 6.876054e-02 0.069079287 0.0703486554
## release_clause_eur 4.601009e-06 0.005417367 0.0429246030
## pace -5.902913e-02 -0.059292350 -0.0593974472
## shooting . . .
## passing . . .
## dribbling 2.381683e-02 0.024855718 0.0257195984
## defending 1.896252e-02 0.018896829 0.0189738229
## physic -7.646102e-02 -0.077075485 -0.0771391972
## attacking_crossing -4.091809e-02 -0.042492080 -0.0434025813
## attacking_finishing -2.895026e-03 -0.004470731 -0.0052228276
## attacking_heading_accuracy 1.611763e-02 0.016721176 0.0170717094
## attacking_short_passing . . .
## attacking_volleys . . .
## skill_dribbling . . .
## skill_curve 6.679221e-03 0.007811362 0.0083591111
##
## overall 0.9565301252 0.9566090509 0.9566809248
## value_eur -0.0859618298 -0.1178942422 -0.1469730474
## age -0.7053376071 -0.7054054371 -0.7054672934
## height_cm -0.0051569073 -0.0053888609 -0.0056002210
## club_team_id -0.0424123729 -0.0422653204 -0.0421314591
## league_level -0.0328003997 -0.0328695938 -0.0329326735
## nationality_id -0.0295134412 -0.0295709450 -0.0296233756
## preferred_foot -0.0004078533 -0.0005865643 -0.0007494026
## weak_foot 0.0101743330 0.0103000340 0.0104146076
## skill_moves 0.0022880057 0.0024210754 0.0025423913
## international_reputation 0.0715088469 0.0725644335 0.0735257617
## release_clause_eur 0.0768926609 0.1079493785 0.1362306848
## pace -0.0594922670 -0.0595814239 -0.0596627617
## shooting . . .
## passing . . .
## dribbling 0.0266114089 0.0274072574 0.0281323754
## defending 0.0190856907 0.0191657429 0.0192386610
## physic -0.0771815875 -0.0772205647 -0.0772562590
## attacking_crossing -0.0443081955 -0.0451062276 -0.0458333720
## attacking_finishing -0.0059129059 -0.0065557887 -0.0071416435
## attacking_heading_accuracy 0.0174141708 0.0177256215 0.0180094804
## attacking_short_passing . . .
## attacking_volleys . . .
## skill_dribbling . . .
## skill_curve 0.0088399980 0.0092922524 0.0097043472
##
## overall 0.9567462091 0.956806090 0.956860751
## value_eur -0.1733798826 -0.197613365 -0.219734450
## age -0.7055239296 -0.705575001 -0.705621411
## height_cm -0.0057928701 -0.005968279 -0.006128077
## club_team_id -0.0420101629 -0.041898333 -0.041796130
## league_level -0.0329903219 -0.033042514 -0.033089990
## nationality_id -0.0296713345 -0.029714671 -0.029754074
## preferred_foot -0.0008977931 -0.001032965 -0.001156120
## weak_foot 0.0105192120 0.010614116 0.010700495
## skill_moves 0.0026532861 0.002753636 0.002844906
## international_reputation 0.0743991417 0.075199888 0.075930659
## release_clause_eur 0.1619129858 0.185482181 0.206997027
## pace -0.0597374076 -0.059804387 -0.059865176
## shooting . . .
## passing . . .
## dribbling 0.0287929130 0.029395093 0.029943848
## defending 0.0193049819 0.019365634 0.019420944
## physic -0.0772897315 -0.077318378 -0.077344045
## attacking_crossing -0.0464959550 -0.047099602 -0.047649600
## attacking_finishing -0.0076758924 -0.008161833 -0.008604405
## attacking_heading_accuracy 0.0182685221 0.018503775 0.018717943
## attacking_short_passing . . .
## attacking_volleys . . .
## skill_dribbling . . .
## skill_curve 0.0100799224 0.010421957 0.010733563
##
## overall 9.569105e-01 0.9569340688 0.956963795
## value_eur -2.398517e-01 -0.2581101482 -0.274934566
## age -7.056638e-01 -0.7057340255 -0.705786544
## height_cm -6.273704e-03 -0.0064083819 -0.006530190
## club_team_id -4.170330e-02 -0.0416148773 -0.041534372
## league_level -3.313332e-02 -0.0331663328 -0.033198279
## nationality_id -2.979006e-02 -0.0298209074 -0.029849383
## preferred_foot -1.268341e-03 -0.0013880497 -0.001491080
## weak_foot 1.077929e-02 0.0108443413 0.010905653
## skill_moves 2.928220e-03 0.0029617033 0.003005768
## international_reputation 7.659540e-02 0.0771533997 0.077682475
## release_clause_eur 2.265628e-01 0.2443364339 0.260709334
## pace -5.992080e-02 -0.0599461812 -0.059977187
## shooting . . .
## passing . . .
## dribbling 3.044376e-02 0.0308633508 0.031259753
## defending 1.947129e-02 0.0196463596 0.019760819
## physic -7.736785e-02 -0.0773982377 -0.077421031
## attacking_crossing -4.815075e-02 -0.0486072477 -0.049022952
## attacking_finishing -9.007844e-03 -0.0097349541 -0.010277577
## attacking_heading_accuracy 1.891325e-02 0.0190152334 0.019133041
## attacking_short_passing . . .
## attacking_volleys 5.116497e-05 0.0007340956 0.001162386
## skill_dribbling . . .
## skill_curve 1.098162e-02 0.0110756684 0.011190846
##
## overall 0.956990093 0.957014141 9.570748e-01
## value_eur -0.290027449 -0.303837865 -3.164020e-01
## age -0.705835102 -0.705879183 -7.059246e-01
## height_cm -0.006641377 -0.006742662 -6.832939e-03
## club_team_id -0.041462810 -0.041397160 -4.133411e-02
## league_level -0.033227864 -0.033254709 -3.328112e-02
## nationality_id -0.029875832 -0.029899814 -2.992256e-02
## preferred_foot -0.001584989 -0.001670547 -1.744801e-03
## weak_foot 0.010962064 0.011013322 1.106208e-02
## skill_moves 0.003046991 0.003084296 3.116307e-03
## international_reputation 0.078157838 0.078592630 7.898697e-02
## release_clause_eur 0.275396449 0.288835765 3.010612e-01
## pace -0.060006881 -0.060033615 -6.007767e-02
## shooting . . .
## passing . . .
## dribbling 0.031620694 0.031949771 3.230267e-02
## defending 0.019864687 0.019959351 2.007213e-02
## physic -0.077444293 -0.077464815 -7.748771e-02
## attacking_crossing -0.049401936 -0.049747208 -5.006030e-02
## attacking_finishing -0.010772499 -0.011223404 -1.162862e-02
## attacking_heading_accuracy 0.019241698 0.019340440 1.942427e-02
## attacking_short_passing . . -9.721439e-05
## attacking_volleys 0.001551213 0.001905779 2.230511e-03
## skill_dribbling . . .
## skill_curve 0.011296555 0.011392727 1.148395e-02
##
## overall 0.9572947473 9.574921e-01 0.957508992
## value_eur -0.3280871165 -3.385618e-01 -0.348235520
## age -0.7059863465 -7.060434e-01 -0.706151877
## height_cm -0.0069063937 -6.973628e-03 -0.006888431
## club_team_id -0.0412608163 -4.119523e-02 -0.041145777
## league_level -0.0333124227 -3.334139e-02 -0.033380434
## nationality_id -0.0299460736 -2.996795e-02 -0.029970961
## preferred_foot -0.0017972982 -1.845115e-03 -0.001900276
## weak_foot 0.0111143237 1.116220e-02 0.011210366
## skill_moves 0.0031357435 3.154402e-03 0.003159708
## international_reputation 0.0793473773 7.967098e-02 0.079981631
## release_clause_eur 0.3124278678 3.226166e-01 0.332012490
## pace -0.0601971445 -6.030746e-02 -0.060448843
## shooting . . .
## passing . . .
## dribbling 0.0328441910 3.333972e-02 0.036275893
## defending 0.0202875900 2.048312e-02 0.020438978
## physic -0.0775241804 -7.755844e-02 -0.077585112
## attacking_crossing -0.0503418759 -5.059824e-02 -0.050582733
## attacking_finishing -0.0119731633 -1.228813e-02 -0.012499956
## attacking_heading_accuracy 0.0194721792 1.951788e-02 0.019549409
## attacking_short_passing -0.0005975679 -1.053434e-03 -0.001480822
## attacking_volleys 0.0025390612 2.818554e-03 0.003014405
## skill_dribbling . -6.569887e-05 -0.002548224
## skill_curve 0.0115839612 1.172507e-02 0.011706240
##
## overall 0.957401080 9.573196e-01 0.957298591 0.957394677
## value_eur -0.357106774 -3.651995e-01 -0.372225191 -0.378875922
## age -0.706247879 -7.063333e-01 -0.706449790 -0.706530609
## height_cm -0.006791868 -6.709801e-03 -0.006675215 -0.006642230
## club_team_id -0.041078903 -4.101907e-02 -0.040961103 -0.040923654
## league_level -0.033424660 -3.346382e-02 -0.033491293 -0.033510619
## nationality_id -0.029976050 -2.998098e-02 -0.029980673 -0.029982461
## preferred_foot -0.001955000 -2.004196e-03 -0.002056890 -0.002087504
## weak_foot 0.011238232 1.126472e-02 0.011273218 0.011301820
## skill_moves 0.003160207 3.160940e-03 0.003160850 0.003173496
## international_reputation 0.080261230 8.051600e-02 0.080729372 0.080940029
## release_clause_eur 0.340639665 3.485094e-01 0.355355197 0.361835217
## pace -0.060617455 -6.076673e-02 -0.060814112 -0.060857871
## shooting . 3.959059e-05 0.002189368 0.004203222
## passing . . . .
## dribbling 0.039139964 4.162185e-02 0.042885889 0.044164680
## defending 0.020586793 2.072831e-02 0.021174780 0.021239604
## physic -0.077605598 -7.763176e-02 -0.077781583 -0.077909724
## attacking_crossing -0.050690297 -5.078753e-02 -0.050989318 -0.051064733
## attacking_finishing -0.012701741 -1.289868e-02 -0.014566549 -0.016225742
## attacking_heading_accuracy 0.019608174 1.965554e-02 0.019653419 0.019658131
## attacking_short_passing -0.002057810 -2.566390e-03 -0.003189100 -0.003611918
## attacking_volleys 0.003194803 3.359910e-03 0.003349863 0.003195166
## skill_dribbling -0.004682123 -6.548107e-03 -0.007358321 -0.008417513
## skill_curve 0.011759882 1.180461e-02 0.011632327 0.011493512
##
## overall 0.957421800 0.957417492 0.957402286 0.957379101
## value_eur -0.385124347 -0.390651181 -0.395494528 -0.400307577
## age -0.706609832 -0.706683803 -0.706751670 -0.706813456
## height_cm -0.006591561 -0.006538360 -0.006489210 -0.006434753
## club_team_id -0.040884619 -0.040848206 -0.040815547 -0.040781688
## league_level -0.033531824 -0.033553504 -0.033574399 -0.033593792
## nationality_id -0.029982932 -0.029983619 -0.029984786 -0.029984447
## preferred_foot -0.002117025 -0.002145660 -0.002172784 -0.002197813
## weak_foot 0.011324324 0.011343376 0.011360314 0.011374382
## skill_moves 0.003183663 0.003192125 0.003199806 0.003204041
## international_reputation 0.081138867 0.081315387 0.081470605 0.081623170
## release_clause_eur 0.367924255 0.373308901 0.378026342 0.382716032
## pace -0.060913707 -0.060975362 -0.061036707 -0.061095516
## shooting 0.005959137 0.007386986 0.008562272 0.009681737
## passing . . . .
## dribbling 0.045683047 0.047198651 0.048605115 0.050026135
## defending 0.021300212 0.021369681 0.021443949 0.021510378
## physic -0.078014585 -0.078101891 -0.078177022 -0.078243879
## attacking_crossing -0.051123469 -0.051178621 -0.051231976 -0.051280589
## attacking_finishing -0.017675299 -0.018862045 -0.019845274 -0.020781375
## attacking_heading_accuracy 0.019675393 0.019697036 0.019719442 0.019738320
## attacking_short_passing -0.004028779 -0.004419198 -0.004775201 -0.005121127
## attacking_volleys 0.003050712 0.002943758 0.002867176 0.002786979
## skill_dribbling -0.009649545 -0.010858826 -0.011969445 -0.013088810
## skill_curve 0.011372502 0.011276975 0.011201194 0.011127831
##
## overall 0.957353493
## value_eur -0.404431374
## age -0.706870457
## height_cm -0.006390371
## club_team_id -0.040752830
## league_level -0.033611861
## nationality_id -0.029985102
## preferred_foot -0.002221076
## weak_foot 0.011387323
## skill_moves 0.003209568
## international_reputation 0.081755202
## release_clause_eur 0.386732376
## pace -0.061150233
## shooting 0.010586070
## passing .
## dribbling 0.051261459
## defending 0.021577507
## physic -0.078300845
## attacking_crossing -0.051325136
## attacking_finishing -0.021540846
## attacking_heading_accuracy 0.019759050
## attacking_short_passing -0.005421854
## attacking_volleys 0.002732862
## skill_dribbling -0.014058410
## skill_curve 0.011071330
##
## $df
## [1] 0 1 1 1 1 2 3 3 3 3 3 3 3 3 3 3 3 3 3 3 4 5 5 5 5
## [26] 5 5 6 7 7 8 8 8 9 9 9 9 9 9 9 9 9 10 10 12 12 12 13 13 14
## [51] 14 14 14 14 16 16 16 18 17 17 18 18 19 19 20 20 20 20 20 20 20 21 21 21 21
## [76] 21 22 22 23 23 23 24 24 24 24 24 24 24 24
##
## $dim
## [1] 25 89
##
## $lambda
## [1] 0.6408269629 0.5838976617 0.5320258027 0.4847620967 0.4416971681
## [6] 0.4024580091 0.3667047488 0.3341277096 0.3044447247 0.2773986945
## [11] 0.2527553590 0.2303012695 0.2098419395 0.1912001599 0.1742144647
## [16] 0.1587377318 0.1446359092 0.1317868537 0.1200792728 0.1094117612
## [21] 0.0996919219 0.0908355663 0.0827659849 0.0754132829 0.0687137747
## [26] 0.0626094324 0.0570473830 0.0519794507 0.0473617395 0.0431542531
## [31] 0.0393205482 0.0358274191 0.0326446099 0.0297445528 0.0271021287
## [36] 0.0246944503 0.0225006634 0.0205017664 0.0186804460 0.0170209267
## [41] 0.0155088345 0.0141310723 0.0128757068 0.0117318645 0.0106896380
## [46] 0.0097400000 0.0088747253 0.0080863191 0.0073679528 0.0067134042
## [51] 0.0061170039 0.0055735861 0.0050784441 0.0046272891 0.0042162135
## [56] 0.0038416567 0.0035003745 0.0031894109 0.0029060724 0.0026479050
## [61] 0.0024126724 0.0021983372 0.0020030430 0.0018250982 0.0016629615
## [66] 0.0015152286 0.0013806198 0.0012579694 0.0011462148 0.0010443883
## [71] 0.0009516077 0.0008670695 0.0007900414 0.0007198563 0.0006559063
## [76] 0.0005976374 0.0005445449 0.0004961690 0.0004520908 0.0004119283
## [81] 0.0003753337 0.0003419901 0.0003116086 0.0002839262 0.0002587030
## [86] 0.0002357205 0.0002147797 0.0001956993 0.0001783139
##
## $dev.ratio
## [1] 0.00000000 0.06973432 0.12762899 0.17569415 0.21559869 0.25349063
## [7] 0.31570216 0.40118348 0.47213727 0.53104433 0.57995001 0.62052128
## [13] 0.65423523 0.68222525 0.70546306 0.72475550 0.74077242 0.75406995
## [19] 0.76509301 0.77426120 0.78213916 0.78915165 0.79531417 0.80039199
## [25] 0.80461951 0.80812933 0.81104325 0.81355485 0.81567287 0.81744386
## [31] 0.81912005 0.82060419 0.82184541 0.82306518 0.82433934 0.82574986
## [37] 0.82700528 0.82805036 0.82891367 0.82963445 0.83023305 0.83072646
## [43] 0.83121872 0.83165544 0.83204037 0.83236938 0.83264516 0.83288150
## [49] 0.83309871 0.83328314 0.83347485 0.83363365 0.83376836 0.83387684
## [55] 0.83397263 0.83405979 0.83413543 0.83421364 0.83428831 0.83434374
## [61] 0.83438965 0.83444051 0.83447739 0.83455626 0.83486555 0.83512351
## [67] 0.83533988 0.83552098 0.83567231 0.83580009 0.83590750 0.83599760
## [73] 0.83607447 0.83613943 0.83619339 0.83623913 0.83627799 0.83631250
## [79] 0.83634139 0.83636998 0.83639479 0.83641573 0.83643435 0.83645068
## [85] 0.83646519 0.83647729 0.83648729 0.83649658 0.83650407
##
## $nulldev
## [1] 12014
##
## $npasses
## [1] 1479
##
## $jerr
## [1] 0
##
## $offset
## [1] FALSE
##
## $call
## glmnet(x = x_train, y = y_train, family = "gaussian", alpha = 1,
## standardize = FALSE, type.measure = "mse")
##
## $nobs
## [1] 12015print(lassomod$lambda) #Especificamos la data que nos interesa (25 Valores de lambda como corazonada)## [1] 0.6408269629 0.5838976617 0.5320258027 0.4847620967 0.4416971681
## [6] 0.4024580091 0.3667047488 0.3341277096 0.3044447247 0.2773986945
## [11] 0.2527553590 0.2303012695 0.2098419395 0.1912001599 0.1742144647
## [16] 0.1587377318 0.1446359092 0.1317868537 0.1200792728 0.1094117612
## [21] 0.0996919219 0.0908355663 0.0827659849 0.0754132829 0.0687137747
## [26] 0.0626094324 0.0570473830 0.0519794507 0.0473617395 0.0431542531
## [31] 0.0393205482 0.0358274191 0.0326446099 0.0297445528 0.0271021287
## [36] 0.0246944503 0.0225006634 0.0205017664 0.0186804460 0.0170209267
## [41] 0.0155088345 0.0141310723 0.0128757068 0.0117318645 0.0106896380
## [46] 0.0097400000 0.0088747253 0.0080863191 0.0073679528 0.0067134042
## [51] 0.0061170039 0.0055735861 0.0050784441 0.0046272891 0.0042162135
## [56] 0.0038416567 0.0035003745 0.0031894109 0.0029060724 0.0026479050
## [61] 0.0024126724 0.0021983372 0.0020030430 0.0018250982 0.0016629615
## [66] 0.0015152286 0.0013806198 0.0012579694 0.0011462148 0.0010443883
## [71] 0.0009516077 0.0008670695 0.0007900414 0.0007198563 0.0006559063
## [76] 0.0005976374 0.0005445449 0.0004961690 0.0004520908 0.0004119283
## [81] 0.0003753337 0.0003419901 0.0003116086 0.0002839262 0.0002587030
## [86] 0.0002357205 0.0002147797 0.0001956993 0.0001783139#"De la documentación del paquete GLMNet: Here the actual number of λ’s is less than that specified in the call. This is because of the algorithm’s stopping criteria.
#According to the default internal settings, the computations stop if either the fractional change in deviance down the path is less than 10−5 or the fraction of explained deviance reaches 0.999.
#From the last few lines of the output, we see the fraction of deviance does not change much and therefore the computation ends before the all 20 models are fit.
#The internal parameters governing the stopping criteria can be changed."
#gráficas relevantes para entender el comportamiento de los coeficientes y la desviación a medida que cambia el lambda
plot(lassomod, label = TRUE) #Gráfico de ajuste de los valores de log(lambda) contra el MSE, el rango de cada punto corresponde al sobreajuste y sesgo de los estimadores.
plot(lassomod, xvar = "lambda", label = TRUE)
plot(lassomod, xvar = "dev", label = TRUE)
lassomod$dev.ratio # Pseudo valores para R^2: Utilizado a modo comparativo## [1] 0.00000000 0.06973432 0.12762899 0.17569415 0.21559869 0.25349063
## [7] 0.31570216 0.40118348 0.47213727 0.53104433 0.57995001 0.62052128
## [13] 0.65423523 0.68222525 0.70546306 0.72475550 0.74077242 0.75406995
## [19] 0.76509301 0.77426120 0.78213916 0.78915165 0.79531417 0.80039199
## [25] 0.80461951 0.80812933 0.81104325 0.81355485 0.81567287 0.81744386
## [31] 0.81912005 0.82060419 0.82184541 0.82306518 0.82433934 0.82574986
## [37] 0.82700528 0.82805036 0.82891367 0.82963445 0.83023305 0.83072646
## [43] 0.83121872 0.83165544 0.83204037 0.83236938 0.83264516 0.83288150
## [49] 0.83309871 0.83328314 0.83347485 0.83363365 0.83376836 0.83387684
## [55] 0.83397263 0.83405979 0.83413543 0.83421364 0.83428831 0.83434374
## [61] 0.83438965 0.83444051 0.83447739 0.83455626 0.83486555 0.83512351
## [67] 0.83533988 0.83552098 0.83567231 0.83580009 0.83590750 0.83599760
## [73] 0.83607447 0.83613943 0.83619339 0.83623913 0.83627799 0.83631250
## [79] 0.83634139 0.83636998 0.83639479 0.83641573 0.83643435 0.83645068
## [85] 0.83646519 0.83647729 0.83648729 0.83649658 0.83650407## Buscamos dentro de la función el valor mínimo de lambda que corresponde al valor para comparar mediante MSE
lambdaopt <- min(lassomod$lambda)
lambdaopt## [1] 0.0001783139coef(lassomod, s = lambdaopt) #Valores para los coeficientes en esos lambda## 26 x 1 sparse Matrix of class "dgCMatrix"
## s1
## (Intercept) 9.604839e-16
## overall 9.573535e-01
## value_eur -4.044314e-01
## age -7.068705e-01
## height_cm -6.390371e-03
## club_team_id -4.075283e-02
## league_level -3.361186e-02
## nationality_id -2.998510e-02
## preferred_foot -2.221076e-03
## weak_foot 1.138732e-02
## skill_moves 3.209568e-03
## international_reputation 8.175520e-02
## release_clause_eur 3.867324e-01
## pace -6.115023e-02
## shooting 1.058607e-02
## passing .
## dribbling 5.126146e-02
## defending 2.157751e-02
## physic -7.830085e-02
## attacking_crossing -5.132514e-02
## attacking_finishing -2.154085e-02
## attacking_heading_accuracy 1.975905e-02
## attacking_short_passing -5.421854e-03
## attacking_volleys 2.732862e-03
## skill_dribbling -1.405841e-02
## skill_curve 1.107133e-02## Generamos predicciones en base a los estimados de lambda
lassopredopt <- predict(lassomod, newx = x_test, s = lambdaopt) #valores predecidos para cada lambda
lassopredopt## s1
## [1,] 2.348920e+00
## [2,] 2.455589e+00
## [3,] 3.280775e+00
## [4,] 2.878048e+00
## [5,] 3.178449e+00
## [6,] 2.585564e+00
## [7,] 3.092733e+00
## [8,] 3.326436e+00
## [9,] 2.158912e+00
## [10,] 3.764831e+00
## [11,] 3.420822e+00
## [12,] 2.393264e+00
## [13,] 2.270878e+00
## [14,] 3.189771e+00
## [15,] 2.687675e+00
## [16,] 1.836897e+00
## [17,] 2.882799e+00
## [18,] 2.224028e+00
## [19,] 3.396882e+00
## [20,] 1.179929e+00
## [21,] 1.935791e+00
## [22,] 2.666267e+00
## [23,] 2.184588e+00
## [24,] 1.963723e+00
## [25,] 1.573538e+00
## [26,] 2.218853e+00
## [27,] 2.636081e+00
## [28,] 2.006094e+00
## [29,] 2.280727e+00
## [30,] 2.544221e+00
## [31,] 1.861968e+00
## [32,] 1.544096e+00
## [33,] 1.395933e+00
## [34,] 1.992031e+00
## [35,] 2.060635e+00
## [36,] 2.565439e+00
## [37,] 2.483651e+00
## [38,] 2.997588e+00
## [39,] 1.919660e+00
## [40,] 2.301902e+00
## [41,] 1.633532e+00
## [42,] 2.674434e+00
## [43,] 3.195573e+00
## [44,] 3.432260e+00
## [45,] 3.176499e+00
## [46,] 8.471864e-01
## [47,] 1.526186e+00
## [48,] 1.885506e+00
## [49,] 2.362518e+00
## [50,] 1.754962e+00
## [51,] 1.929402e+00
## [52,] 2.156181e+00
## [53,] 1.990981e+00
## [54,] 2.494400e+00
## [55,] 2.647530e+00
## [56,] 2.915211e+00
## [57,] 1.661754e+00
## [58,] 2.480156e+00
## [59,] 2.975182e+00
## [60,] 7.058647e-01
## [61,] 1.347292e+00
## [62,] 1.005291e+00
## [63,] 1.161671e+00
## [64,] 1.246893e+00
## [65,] 1.378151e+00
## [66,] 1.818263e+00
## [67,] 1.468591e+00
## [68,] 1.299978e+00
## [69,] 2.227528e+00
## [70,] 1.958914e+00
## [71,] 1.711481e+00
## [72,] 2.131394e+00
## [73,] 1.167663e+00
## [74,] 1.936106e+00
## [75,] 2.787997e+00
## [76,] 2.612213e+00
## [77,] 1.130145e+00
## [78,] 1.176041e+00
## [79,] 1.068019e+00
## [80,] 8.138480e-01
## [81,] 1.132234e+00
## [82,] 9.588796e-01
## [83,] 1.582021e+00
## [84,] 1.428276e+00
## [85,] 1.164843e+00
## [86,] 1.357313e+00
## [87,] 1.000569e+00
## [88,] 1.500761e+00
## [89,] 1.306155e+00
## [90,] 1.254760e+00
## [91,] 1.445564e+00
## [92,] 1.607926e+00
## [93,] 1.332596e+00
## [94,] 2.225333e+00
## [95,] 1.812875e+00
## [96,] 1.084927e+00
## [97,] 1.489583e+00
## [98,] 1.934718e+00
## [99,] 2.051935e+00
## [100,] 1.660142e+00
## [101,] 2.178050e+00
## [102,] 2.213864e+00
## [103,] 2.038337e+00
## [104,] 1.415574e+00
## [105,] 1.628055e+00
## [106,] 2.422788e+00
## [107,] 2.364697e+00
## [108,] 2.108492e+00
## [109,] 2.306572e+00
## [110,] 2.703259e+00
## [111,] 2.370760e+00
## [112,] 2.380315e+00
## [113,] 2.926855e+00
## [114,] 2.383958e+00
## [115,] 2.198251e+00
## [116,] 1.448500e+00
## [117,] 6.317849e-01
## [118,] 9.228902e-01
## [119,] 9.433958e-01
## [120,] 6.655729e-01
## [121,] 1.382380e+00
## [122,] 1.397403e+00
## [123,] 1.386892e+00
## [124,] 9.512002e-01
## [125,] 1.652201e+00
## [126,] 7.564318e-01
## [127,] 1.397411e+00
## [128,] 1.829965e+00
## [129,] 1.559030e+00
## [130,] 1.161599e+00
## [131,] 1.358525e+00
## [132,] 9.547078e-01
## [133,] 1.538822e+00
## [134,] 1.925103e+00
## [135,] 1.644275e+00
## [136,] 1.625761e+00
## [137,] 1.538542e+00
## [138,] 2.040665e+00
## [139,] 2.156597e+00
## [140,] 2.080327e+00
## [141,] 1.853793e+00
## [142,] 1.429905e+00
## [143,] 2.101042e+00
## [144,] 2.376835e+00
## [145,] 2.362816e+00
## [146,] 2.560271e+00
## [147,] 2.090001e+00
## [148,] 2.226638e+00
## [149,] 2.315708e+00
## [150,] 1.880137e+00
## [151,] 2.402553e+00
## [152,] 2.218217e+00
## [153,] 7.667640e-01
## [154,] 8.553539e-01
## [155,] 1.381317e+00
## [156,] 8.661653e-01
## [157,] 1.056985e+00
## [158,] 6.293266e-01
## [159,] 8.559253e-01
## [160,] 1.015854e+00
## [161,] 7.634870e-01
## [162,] 9.326150e-01
## [163,] 7.860508e-01
## [164,] 1.017658e+00
## [165,] 9.759434e-01
## [166,] 1.106349e+00
## [167,] 1.164349e+00
## [168,] 1.160544e+00
## [169,] 1.245532e+00
## [170,] 1.329655e+00
## [171,] 1.765499e+00
## [172,] 1.441305e+00
## [173,] 1.865271e+00
## [174,] 1.551753e+00
## [175,] 9.591357e-01
## [176,] 1.605294e+00
## [177,] 1.993345e+00
## [178,] 3.726668e-01
## [179,] 2.318288e+00
## [180,] 1.623148e+00
## [181,] 2.182085e+00
## [182,] 2.308709e+00
## [183,] 1.494052e+00
## [184,] 1.327907e+00
## [185,] 1.888910e+00
## [186,] 2.586782e+00
## [187,] 2.607536e+00
## [188,] 1.540096e+00
## [189,] 2.076063e+00
## [190,] 2.250747e+00
## [191,] 2.385997e+00
## [192,] 2.362632e+00
## [193,] 2.733034e+00
## [194,] 3.042123e+00
## [195,] 4.799466e-01
## [196,] 8.345828e-01
## [197,] 8.346688e-01
## [198,] 5.302953e-01
## [199,] 7.319783e-01
## [200,] 2.964058e-01
## [201,] 2.298636e-01
## [202,] 1.008151e+00
## [203,] 1.951509e-01
## [204,] 1.021380e+00
## [205,] 6.264760e-01
## [206,] 1.128757e+00
## [207,] 8.105805e-01
## [208,] 1.005484e+00
## [209,] 1.093175e+00
## [210,] 6.145474e-01
## [211,] 8.208607e-01
## [212,] 1.612945e+00
## [213,] 1.424876e+00
## [214,] 1.826776e+00
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## [3800,] -1.777099e+00
## [3801,] -1.439355e+00
## [3802,] -6.050781e-01
## [3803,] -2.363574e+00
## [3804,] -1.822095e+00
## [3805,] -1.409065e+00
## [3806,] -6.136711e-01
## [3807,] -1.022418e+00
## [3808,] -1.658421e+00
## [3809,] -1.029564e+00
## [3810,] -3.213575e-02
## [3811,] -6.848222e-01
## [3812,] -6.138316e-01
## [3813,] -5.163205e-01
## [3814,] -6.275886e-01
## [3815,] -5.330541e-01
## [3816,] -9.110210e-01
## [3817,] -6.040467e-01
## [3818,] -3.151235e-01
## [3819,] -2.045576e+00
## [3820,] -1.137818e+00
## [3821,] -7.619933e-01
## [3822,] -8.109651e-01
## [3823,] -2.926415e-01
## [3824,] -7.002866e-01
## [3825,] -6.658985e-01
## [3826,] -6.331665e-01
## [3827,] -1.604913e+00
## [3828,] -2.318699e-01
## [3829,] -4.334624e-01
## [3830,] -6.430302e-01
## [3831,] -7.542548e-01
## [3832,] -1.025170e+00
## [3833,] -7.367483e-01
## [3834,] -6.478175e-01
## [3835,] -8.666523e-01
## [3836,] -4.515609e-01
## [3837,] -4.689669e-01
## [3838,] -6.379543e-01
## [3839,] -3.833250e-01
## [3840,] -2.290436e-01
## [3841,] -5.016910e-01
## [3842,] -6.875767e-01
## [3843,] -9.372378e-01
## [3844,] -7.060369e-01
## [3845,] -1.133782e+00
## [3846,] -4.013458e-01
## [3847,] -6.275308e-01
## [3848,] -6.401531e-01
## [3849,] -7.630800e-01
## [3850,] -4.437093e-01
## [3851,] -5.398343e-01
## [3852,] -1.157528e+00
## [3853,] -8.592833e-01
## [3854,] -8.675431e-01
## [3855,] -1.552668e+00
## [3856,] -2.003382e+00
## [3857,] -1.383345e+00
## [3858,] -6.025144e-01
## [3859,] -8.286316e-01
## [3860,] -8.896219e-01
## [3861,] -1.114558e+00
## [3862,] -1.401378e+00
## [3863,] -1.834500e+00
## [3864,] -9.714990e-01
## [3865,] -8.239954e-01
## [3866,] -1.360073e+00
## [3867,] -5.876609e-01
## [3868,] -7.686168e-01
## [3869,] -7.985603e-01
## [3870,] -8.449313e-01
## [3871,] -4.652666e-01
## [3872,] -8.828988e-01
## [3873,] -8.526430e-01
## [3874,] -5.904371e-01
## [3875,] -1.217408e+00
## [3876,] -6.814164e-01
## [3877,] -1.343650e+00
## [3878,] -1.121975e+00
## [3879,] -9.099478e-01
## [3880,] -7.795793e-01
## [3881,] -4.676007e-01
## [3882,] -1.388178e+00
## [3883,] -8.884931e-01
## [3884,] -7.906854e-01
## [3885,] -5.737062e-01
## [3886,] -7.783395e-01
## [3887,] -8.117839e-01
## [3888,] -9.770258e-01
## [3889,] -8.217418e-01
## [3890,] -6.249449e-01
## [3891,] -8.709073e-01
## [3892,] -4.237955e-01
## [3893,] -8.098838e-01
## [3894,] -5.956120e-01
## [3895,] -6.049744e-01
## [3896,] -4.136262e-01
## [3897,] -5.517674e-01
## [3898,] -5.867200e-01
## [3899,] -1.228624e+00
## [3900,] -1.015384e+00
## [3901,] -6.077637e-01
## [3902,] -4.702019e-01
## [3903,] -9.218373e-01
## [3904,] -1.395449e+00
## [3905,] -1.915343e+00
## [3906,] -1.941239e+00
## [3907,] -1.201704e+00
## [3908,] -1.530172e+00
## [3909,] -1.362479e+00
## [3910,] -1.155316e+00
## [3911,] -1.082290e+00
## [3912,] -2.453134e+00
## [3913,] -1.428046e+00
## [3914,] -1.108262e+00
## [3915,] -8.081788e-01
## [3916,] -1.011776e+00
## [3917,] -1.033909e+00
## [3918,] -1.341747e+00
## [3919,] -1.705993e+00
## [3920,] -1.041066e+00
## [3921,] -1.137663e+00
## [3922,] -7.595145e-01
## [3923,] -9.376849e-01
## [3924,] -8.069996e-01
## [3925,] -9.584915e-01
## [3926,] -6.886089e-01
## [3927,] -8.826657e-01
## [3928,] -1.160465e+00
## [3929,] -6.677353e-01
## [3930,] -1.073015e+00
## [3931,] -1.103234e+00
## [3932,] -2.053993e+00
## [3933,] -5.684745e-01
## [3934,] -8.732558e-01
## [3935,] -1.431034e+00
## [3936,] -7.640561e-01
## [3937,] -1.054606e+00
## [3938,] -2.806267e+00
## [3939,] -1.170851e+00
## [3940,] -5.475589e-01
## [3941,] -1.397359e+00
## [3942,] -1.768184e+00
## [3943,] -1.516340e+00
## [3944,] -2.539990e+00
## [3945,] -1.372206e+00
## [3946,] -1.293650e+00
## [3947,] -1.179303e+00
## [3948,] -1.028703e+00
## [3949,] -1.386599e+00
## [3950,] -5.305691e-01
## [3951,] -1.055127e+00
## [3952,] -1.176335e+00
## [3953,] -1.046224e+00
## [3954,] -8.048162e-01
## [3955,] -1.232984e+00
## [3956,] -1.388160e+00
## [3957,] -1.608110e+00
## [3958,] -1.490251e+00
## [3959,] -1.298456e+00
## [3960,] -1.523643e+00
## [3961,] -1.058894e+00
## [3962,] -8.929389e-01
## [3963,] -8.791722e-01
## [3964,] -9.722238e-01
## [3965,] -9.925291e-01
## [3966,] -2.043853e+00
## [3967,] -1.904363e+00
## [3968,] -1.998700e+00
## [3969,] -1.923922e+00
## [3970,] -1.089686e+00
## [3971,] -1.568957e+00
## [3972,] -1.227524e+00
## [3973,] -9.202280e-01
## [3974,] -1.110599e+00
## [3975,] -7.838506e-01
## [3976,] -1.658790e+00
## [3977,] -1.098133e+00
## [3978,] -1.152156e+00
## [3979,] -1.141155e+00
## [3980,] -1.099155e+00
## [3981,] -1.079270e+00
## [3982,] -1.316293e+00
## [3983,] -1.522921e+00
## [3984,] -1.185774e+00
## [3985,] -9.483589e-01
## [3986,] -2.292893e+00
## [3987,] -1.488251e+00
## [3988,] -1.180622e+00
## [3989,] -1.078195e+00
## [3990,] -2.401646e+00
## [3991,] -1.403487e+00
## [3992,] -1.528590e+00
## [3993,] -1.564096e+00
## [3994,] -9.684662e-01
## [3995,] -1.910087e+00
## [3996,] -1.745865e+00
## [3997,] -2.151589e+00
## [3998,] -1.570457e+00
## [3999,] -1.956638e+00
## [4000,] -1.152445e+00
## [4001,] -1.475550e+00
## [4002,] -1.809358e+00
## [4003,] -2.017885e+00
## [4004,] -1.533699e+00
## [4005,] -1.326032e+00predict_95_ci <- quantile(lassopredopt, c(0.025, 0.975)) #valores de IC para la predicción
cat("y=25 pred 95% CI = ", predict_95_ci, "\n")## y=25 pred 95% CI = -1.70972 2.015107cat("error estándar: ", sd(lassopredopt), "\n") #Media y varianza## error estándar: 0.9128762cat("Media estimada : ", mean(lassopredopt), "\n")## Media estimada : 1.945637e-15MSElassoopt <- mean((y_test - lassopredopt)^2)
MSElassoopt #Obtenemos el minimo valor para el MSE de la predicción del modelo lasso en el test de prueba ( Es un valor bastante bajo = 0.1724)## [1] 0.172458#Procedemos a obtener la totalidad de resultados para MSE:
MSEs <- c()
modvar <- c()
for(i in 1:length(lassomod$lambda)){
lassopred <- predict(lassomod, newx = x_test, s = lassomod$lambda[i])
MSElasso <- mean((y_test - lassopred)^2)
MSEs <- append(MSEs, MSElasso)
modvar <- append(modvar,(var(lassopred)))
predict_95_ci <- quantile(lassopred, c(0.025, 0.975)) #valores de IC para la predicción
cat("----- pred:",lassopred[i],"\nPred a 95% CI = [", predict_95_ci, "]\n")
cat("error estándar: ", sd(lassopred), "\n") #Media y varianza
cat("Media estimada : ", mean(lassopred), "\n")
} #Se verifica la obtención de todos los valores de MSE, uno para cada lambda## ----- pred: 4.780789e-16
## Pred a 95% CI = [ 4.780789e-16 4.780789e-16 ]
## error estándar: 0
## Media estimada : 4.780789e-16
## ----- pred: 0.2105329
## Pred a 95% CI = [ -0.1182958 0.1177863 ]
## error estándar: 0.05693404
## Media estimada : 5.771413e-16
## ----- pred: 0.4023626
## Pred a 95% CI = [ -0.2260825 0.2251089 ]
## error estándar: 0.1088102
## Media estimada : 6.608402e-16
## ----- pred: 0.5771507
## Pred a 95% CI = [ -0.3242938 0.3228971 ]
## error estándar: 0.1560779
## Media estimada : 7.38345e-16
## ----- pred: 0.677427
## Pred a 95% CI = [ -0.4137802 0.4119982 ]
## error estándar: 0.1991464
## Media estimada : 8.140392e-16
## ----- pred: 0.8260965
## Pred a 95% CI = [ -0.4846087 0.503625 ]
## error estándar: 0.2386421
## Media estimada : 8.741534e-16
## ----- pred: 1.116782
## Pred a 95% CI = [ -0.5250305 0.6013237 ]
## error estándar: 0.2764381
## Media estimada : 9.305026e-16
## ----- pred: 1.43922
## Pred a 95% CI = [ -0.5956009 0.7177381 ]
## error estándar: 0.3183062
## Media estimada : 1.036813e-15
## ----- pred: 1.233984
## Pred a 95% CI = [ -0.654613 0.8222342 ]
## error estándar: 0.3617102
## Media estimada : 1.148201e-15
## ----- pred: 1.961353
## Pred a 95% CI = [ -0.7200519 0.9219646 ]
## error estándar: 0.4042284
## Media estimada : 1.209523e-15
## ----- pred: 1.946471
## Pred a 95% CI = [ -0.7911139 1.01425 ]
## error estándar: 0.4447286
## Media estimada : 1.299126e-15
## ----- pred: 1.480993
## Pred a 95% CI = [ -0.8643023 1.099595 ]
## error estándar: 0.4826839
## Media estimada : 1.377302e-15
## ----- pred: 1.578167
## Pred a 95% CI = [ -0.9428004 1.176779 ]
## error estándar: 0.5180144
## Media estimada : 1.443189e-15
## ----- pred: 2.102043
## Pred a 95% CI = [ -0.9982297 1.246684 ]
## error estándar: 0.5506804
## Media estimada : 1.48339e-15
## ----- pred: 1.589475
## Pred a 95% CI = [ -1.060917 1.31038 ]
## error estándar: 0.5807715
## Media estimada : 1.548033e-15
## ----- pred: 1.414258
## Pred a 95% CI = [ -1.111893 1.370131 ]
## error estándar: 0.6084205
## Media estimada : 1.580577e-15
## ----- pred: 2.03611
## Pred a 95% CI = [ -1.160774 1.426448 ]
## error estándar: 0.6337799
## Media estimada : 1.641862e-15
## ----- pred: 1.817274
## Pred a 95% CI = [ -1.211433 1.477519 ]
## error estándar: 0.6570088
## Media estimada : 1.693523e-15
## ----- pred: 2.542742
## Pred a 95% CI = [ -1.257495 1.521195 ]
## error estándar: 0.6782245
## Media estimada : 1.720738e-15
## ----- pred: 0.5429863
## Pred a 95% CI = [ -1.299561 1.55865 ]
## error estándar: 0.6976645
## Media estimada : 1.786116e-15
## ----- pred: 1.111287
## Pred a 95% CI = [ -1.338568 1.593647 ]
## error estándar: 0.7156737
## Media estimada : 1.793429e-15
## ----- pred: 1.828507
## Pred a 95% CI = [ -1.370947 1.636207 ]
## error estándar: 0.7317383
## Media estimada : 1.83026e-15
## ----- pred: 1.947
## Pred a 95% CI = [ -1.400993 1.670258 ]
## error estándar: 0.7467617
## Media estimada : 1.816906e-15
## ----- pred: 1.73673
## Pred a 95% CI = [ -1.427415 1.698541 ]
## error estándar: 0.7604026
## Media estimada : 1.862448e-15
## ----- pred: 1.395864
## Pred a 95% CI = [ -1.450929 1.725944 ]
## error estándar: 0.7729291
## Media estimada : 1.820539e-15
## ----- pred: 1.758689
## Pred a 95% CI = [ -1.473127 1.751952 ]
## error estándar: 0.7843853
## Media estimada : 1.857368e-15
## ----- pred: 2.445648
## Pred a 95% CI = [ -1.494165 1.777467 ]
## error estándar: 0.7948573
## Media estimada : 1.826499e-15
## ----- pred: 1.610867
## Pred a 95% CI = [ -1.512708 1.793788 ]
## error estándar: 0.8044975
## Media estimada : 1.844375e-15
## ----- pred: 2.175618
## Pred a 95% CI = [ -1.531372 1.811414 ]
## error estándar: 0.8132086
## Media estimada : 1.863443e-15
## ----- pred: 2.340465
## Pred a 95% CI = [ -1.549208 1.82862 ]
## error estándar: 0.8209923
## Media estimada : 1.79234e-15
## ----- pred: 1.67311
## Pred a 95% CI = [ -1.566177 1.845507 ]
## error estándar: 0.8285891
## Media estimada : 1.819262e-15
## ----- pred: 1.564249
## Pred a 95% CI = [ -1.582897 1.861477 ]
## error estándar: 0.8351682
## Media estimada : 1.848029e-15
## ----- pred: 1.421404
## Pred a 95% CI = [ -1.598051 1.873952 ]
## error estándar: 0.841336
## Media estimada : 1.863087e-15
## ----- pred: 1.838239
## Pred a 95% CI = [ -1.61427 1.878343 ]
## error estándar: 0.8470433
## Media estimada : 1.864098e-15
## ----- pred: 2.151491
## Pred a 95% CI = [ -1.629813 1.887821 ]
## error estándar: 0.8523432
## Media estimada : 1.861795e-15
## ----- pred: 2.342484
## Pred a 95% CI = [ -1.637452 1.89929 ]
## error estándar: 0.8573389
## Media estimada : 1.862976e-15
## ----- pred: 2.612981
## Pred a 95% CI = [ -1.642695 1.90852 ]
## error estándar: 0.8619328
## Media estimada : 1.966183e-15
## ----- pred: 2.633184
## Pred a 95% CI = [ -1.648102 1.916971 ]
## error estándar: 0.8661753
## Media estimada : 1.935388e-15
## ----- pred: 2.054622
## Pred a 95% CI = [ -1.653082 1.924867 ]
## error estándar: 0.8700448
## Media estimada : 1.974464e-15
## ----- pred: 2.127121
## Pred a 95% CI = [ -1.662747 1.933228 ]
## error estándar: 0.873625
## Media estimada : 1.96035e-15
## ----- pred: 1.715554
## Pred a 95% CI = [ -1.668289 1.943583 ]
## error estándar: 0.8769108
## Media estimada : 1.969137e-15
## ----- pred: 2.625476
## Pred a 95% CI = [ -1.6766 1.9528 ]
## error estándar: 0.8798907
## Media estimada : 1.998989e-15
## ----- pred: 2.834721
## Pred a 95% CI = [ -1.681951 1.958249 ]
## error estándar: 0.8828244
## Media estimada : 2.014494e-15
## ----- pred: 3.18551
## Pred a 95% CI = [ -1.686142 1.961884 ]
## error estándar: 0.8853665
## Media estimada : 1.984981e-15
## ----- pred: 2.743902
## Pred a 95% CI = [ -1.685923 1.970656 ]
## error estándar: 0.887725
## Media estimada : 2.017421e-15
## ----- pred: 0.7179398
## Pred a 95% CI = [ -1.691917 1.977842 ]
## error estándar: 0.8898148
## Media estimada : 2.003668e-15
## ----- pred: 1.420035
## Pred a 95% CI = [ -1.687563 1.984782 ]
## error estándar: 0.8917794
## Media estimada : 2.040695e-15
## ----- pred: 2.190647
## Pred a 95% CI = [ -1.689968 1.989651 ]
## error estándar: 0.8935861
## Media estimada : 2.036123e-15
## ----- pred: 2.151961
## Pred a 95% CI = [ -1.693282 1.994949 ]
## error estándar: 0.8952559
## Media estimada : 2.044708e-15
## ----- pred: 1.647793
## Pred a 95% CI = [ -1.696262 1.998135 ]
## error estándar: 0.8968028
## Media estimada : 2.029509e-15
## ----- pred: 1.949081
## Pred a 95% CI = [ -1.690296 2.001146 ]
## error estándar: 0.8980592
## Media estimada : 2.033939e-15
## ----- pred: 2.227106
## Pred a 95% CI = [ -1.688011 2.003084 ]
## error estándar: 0.8992923
## Media estimada : 2.05218e-15
## ----- pred: 2.183752
## Pred a 95% CI = [ -1.690485 2.004907 ]
## error estándar: 0.9004419
## Media estimada : 2.034844e-15
## ----- pred: 2.660378
## Pred a 95% CI = [ -1.693356 2.006495 ]
## error estándar: 0.9014799
## Media estimada : 2.057949e-15
## ----- pred: 2.540118
## Pred a 95% CI = [ -1.696187 2.008321 ]
## error estándar: 0.9024769
## Media estimada : 2.072703e-15
## ----- pred: 2.826436
## Pred a 95% CI = [ -1.696289 2.010598 ]
## error estándar: 0.9033303
## Media estimada : 2.040636e-15
## ----- pred: 1.676958
## Pred a 95% CI = [ -1.695035 2.012706 ]
## error estándar: 0.9040942
## Media estimada : 2.087582e-15
## ----- pred: 2.464142
## Pred a 95% CI = [ -1.694405 2.014446 ]
## error estándar: 0.9047295
## Media estimada : 2.073101e-15
## ----- pred: 2.853804
## Pred a 95% CI = [ -1.695167 2.012992 ]
## error estándar: 0.905388
## Media estimada : 2.064424e-15
## ----- pred: 0.6980486
## Pred a 95% CI = [ -1.694054 2.011056 ]
## error estándar: 0.9059995
## Media estimada : 2.035986e-15
## ----- pred: 1.430235
## Pred a 95% CI = [ -1.693803 2.009657 ]
## error estándar: 0.9065265
## Media estimada : 2.028387e-15
## ----- pred: 0.9289771
## Pred a 95% CI = [ -1.695408 2.00729 ]
## error estándar: 0.9071813
## Media estimada : 2.076296e-15
## ----- pred: 1.18472
## Pred a 95% CI = [ -1.698394 2.008348 ]
## error estándar: 0.9076681
## Media estimada : 2.06523e-15
## ----- pred: 1.32242
## Pred a 95% CI = [ -1.70049 2.013149 ]
## error estándar: 0.9081648
## Media estimada : 2.0246e-15
## ----- pred: 1.305744
## Pred a 95% CI = [ -1.701087 2.0214 ]
## error estándar: 0.9085505
## Media estimada : 2.048292e-15
## ----- pred: 1.715526
## Pred a 95% CI = [ -1.701596 2.024739 ]
## error estándar: 0.9089191
## Media estimada : 2.034744e-15
## ----- pred: 1.47914
## Pred a 95% CI = [ -1.702066 2.018658 ]
## error estándar: 0.9092606
## Media estimada : 2.022096e-15
## ----- pred: 1.516847
## Pred a 95% CI = [ -1.702495 2.012301 ]
## error estándar: 0.9095804
## Media estimada : 2.018293e-15
## ----- pred: 2.20495
## Pred a 95% CI = [ -1.702885 2.009365 ]
## error estándar: 0.909879
## Media estimada : 2.015258e-15
## ----- pred: 1.99873
## Pred a 95% CI = [ -1.703241 2.010214 ]
## error estándar: 0.9101574
## Media estimada : 2.014124e-15
## ----- pred: 1.763308
## Pred a 95% CI = [ -1.703785 2.013553 ]
## error estándar: 0.9104161
## Media estimada : 1.975869e-15
## ----- pred: 2.155819
## Pred a 95% CI = [ -1.704447 2.00954 ]
## error estándar: 0.9106577
## Media estimada : 1.954445e-15
## ----- pred: 1.129039
## Pred a 95% CI = [ -1.704679 2.00891 ]
## error estándar: 0.9108746
## Media estimada : 1.976232e-15
## ----- pred: 1.974491
## Pred a 95% CI = [ -1.705001 2.01019 ]
## error estándar: 0.9110786
## Media estimada : 1.956725e-15
## ----- pred: 2.796
## Pred a 95% CI = [ -1.7053 2.011364 ]
## error estándar: 0.9112663
## Media estimada : 1.967674e-15
## ----- pred: 2.635562
## Pred a 95% CI = [ -1.705572 2.013614 ]
## error estándar: 0.9114395
## Media estimada : 2.058254e-15
## ----- pred: 1.123755
## Pred a 95% CI = [ -1.70581 2.016224 ]
## error estándar: 0.9115988
## Media estimada : 2.002433e-15
## ----- pred: 1.157826
## Pred a 95% CI = [ -1.705982 2.018769 ]
## error estándar: 0.9117434
## Media estimada : 1.990654e-15
## ----- pred: 1.062408
## Pred a 95% CI = [ -1.706148 2.017087 ]
## error estándar: 0.9118615
## Media estimada : 1.977885e-15
## ----- pred: 0.8033366
## Pred a 95% CI = [ -1.706979 2.016416 ]
## error estándar: 0.9120245
## Media estimada : 1.945952e-15
## ----- pred: 1.126749
## Pred a 95% CI = [ -1.707613 2.017487 ]
## error estándar: 0.9121519
## Media estimada : 2.02091e-15
## ----- pred: 0.9577227
## Pred a 95% CI = [ -1.708169 2.01843 ]
## error estándar: 0.9122663
## Media estimada : 2.015804e-15
## ----- pred: 1.588012
## Pred a 95% CI = [ -1.708639 2.019119 ]
## error estándar: 0.9123716
## Media estimada : 1.984671e-15
## ----- pred: 1.426149
## Pred a 95% CI = [ -1.709336 2.019924 ]
## error estándar: 0.9124758
## Media estimada : 2.031665e-15
## ----- pred: 1.176523
## Pred a 95% CI = [ -1.710011 2.020987 ]
## error estándar: 0.9125719
## Media estimada : 2.031484e-15
## ----- pred: 1.359726
## Pred a 95% CI = [ -1.710253 2.020274 ]
## error estándar: 0.9126586
## Media estimada : 2.018965e-15
## ----- pred: 1.004093
## Pred a 95% CI = [ -1.710064 2.018457 ]
## error estándar: 0.9127366
## Media estimada : 2.011479e-15
## ----- pred: 1.500225
## Pred a 95% CI = [ -1.709872 2.016647 ]
## error estándar: 0.9128108
## Media estimada : 2.020962e-15
## ----- pred: 1.306155
## Pred a 95% CI = [ -1.70972 2.015107 ]
## error estándar: 0.9128762
## Media estimada : 1.945637e-15print(modvar)#Var crece a medida que aumentan los valores predecidos## [1] 0.000000000 0.003241485 0.011839663 0.024360297 0.039659277 0.056950036
## [7] 0.076418021 0.101318852 0.130834272 0.163400572 0.197783565 0.232983720
## [13] 0.268338903 0.303248933 0.337295542 0.370175479 0.401676943 0.431660506
## [19] 0.459988405 0.486735752 0.512188815 0.535441003 0.557652978 0.578212161
## [25] 0.597419397 0.615260270 0.631798099 0.647216222 0.661308193 0.674028310
## [31] 0.686559880 0.697505973 0.707846319 0.717482328 0.726488970 0.735030049
## [37] 0.742928201 0.750259629 0.756977965 0.763220597 0.768972518 0.774207715
## [43] 0.779378947 0.783873828 0.788055631 0.791770454 0.795270551 0.798496081
## [49] 0.801483177 0.804255300 0.806510251 0.808726576 0.810795531 0.812665940
## [55] 0.814464620 0.816005653 0.817386333 0.818535531 0.819727481 0.820835046
## [61] 0.821790307 0.822977869 0.823861375 0.824763346 0.825464077 0.826133994
## [67] 0.826754775 0.827336560 0.827879881 0.828386475 0.828857508 0.829297483
## [73] 0.829692493 0.830064193 0.830406328 0.830721980 0.831012397 0.831276089
## [79] 0.831491321 0.831788720 0.832021089 0.832229822 0.832421901 0.832612027
## [85] 0.832787390 0.832945733 0.833088093 0.833223494 0.833342868print(MSEs) #MSE va aumentando a medida que crecen los valores (A mayor varianza, mayor será el MSE)## [1] 0.9997503 0.9307437 0.8735108 0.8260473 0.7866901 0.7492996 0.6879507
## [8] 0.6037176 0.5338144 0.4757928 0.4276343 0.3876934 0.3545137 0.3269762
## [15] 0.3041225 0.2851565 0.2694175 0.2563570 0.2455356 0.2365408 0.2287785
## [22] 0.2217580 0.2155508 0.2104270 0.2061551 0.2026021 0.1996465 0.1970862
## [29] 0.1949110 0.1930757 0.1912991 0.1896645 0.1882934 0.1869257 0.1854746
## [36] 0.1839752 0.1826603 0.1815673 0.1806633 0.1799106 0.1792862 0.1787701
## [43] 0.1782310 0.1777223 0.1772680 0.1768747 0.1765433 0.1762582 0.1760034
## [50] 0.1757852 0.1755519 0.1753599 0.1751969 0.1750616 0.1749435 0.1748212
## [57] 0.1747136 0.1746090 0.1745105 0.1744341 0.1743678 0.1742943 0.1742334
## [64] 0.1741193 0.1738206 0.1735703 0.1733618 0.1731880 0.1730435 0.1729222
## [71] 0.1728209 0.1727367 0.1726671 0.1726085 0.1725602 0.1725196 0.1724864
## [78] 0.1724611 0.1724401 0.1724370 0.1724335 0.1724317 0.1724322 0.1724343
## [85] 0.1724383 0.1724429 0.1724476 0.1724530 0.1724580print(lassopred)## s1
## [1,] 2.348920e+00
## [2,] 2.455589e+00
## [3,] 3.280775e+00
## [4,] 2.878048e+00
## [5,] 3.178449e+00
## [6,] 2.585564e+00
## [7,] 3.092733e+00
## [8,] 3.326436e+00
## [9,] 2.158912e+00
## [10,] 3.764831e+00
## [11,] 3.420822e+00
## [12,] 2.393264e+00
## [13,] 2.270878e+00
## [14,] 3.189771e+00
## [15,] 2.687675e+00
## [16,] 1.836897e+00
## [17,] 2.882799e+00
## [18,] 2.224028e+00
## [19,] 3.396882e+00
## [20,] 1.179929e+00
## [21,] 1.935791e+00
## [22,] 2.666267e+00
## [23,] 2.184588e+00
## [24,] 1.963723e+00
## [25,] 1.573538e+00
## [26,] 2.218853e+00
## [27,] 2.636081e+00
## [28,] 2.006094e+00
## [29,] 2.280727e+00
## [30,] 2.544221e+00
## [31,] 1.861968e+00
## [32,] 1.544096e+00
## [33,] 1.395933e+00
## [34,] 1.992031e+00
## [35,] 2.060635e+00
## [36,] 2.565439e+00
## [37,] 2.483651e+00
## [38,] 2.997588e+00
## [39,] 1.919660e+00
## [40,] 2.301902e+00
## [41,] 1.633532e+00
## [42,] 2.674434e+00
## [43,] 3.195573e+00
## [44,] 3.432260e+00
## [45,] 3.176499e+00
## [46,] 8.471864e-01
## [47,] 1.526186e+00
## [48,] 1.885506e+00
## [49,] 2.362518e+00
## [50,] 1.754962e+00
## [51,] 1.929402e+00
## [52,] 2.156181e+00
## [53,] 1.990981e+00
## [54,] 2.494400e+00
## [55,] 2.647530e+00
## [56,] 2.915211e+00
## [57,] 1.661754e+00
## [58,] 2.480156e+00
## [59,] 2.975182e+00
## [60,] 7.058647e-01
## [61,] 1.347292e+00
## [62,] 1.005291e+00
## [63,] 1.161671e+00
## [64,] 1.246893e+00
## [65,] 1.378151e+00
## [66,] 1.818263e+00
## [67,] 1.468591e+00
## [68,] 1.299978e+00
## [69,] 2.227528e+00
## [70,] 1.958914e+00
## [71,] 1.711481e+00
## [72,] 2.131394e+00
## [73,] 1.167663e+00
## [74,] 1.936106e+00
## [75,] 2.787997e+00
## [76,] 2.612213e+00
## [77,] 1.130145e+00
## [78,] 1.176041e+00
## [79,] 1.068019e+00
## [80,] 8.138480e-01
## [81,] 1.132234e+00
## [82,] 9.588796e-01
## [83,] 1.582021e+00
## [84,] 1.428276e+00
## [85,] 1.164843e+00
## [86,] 1.357313e+00
## [87,] 1.000569e+00
## [88,] 1.500761e+00
## [89,] 1.306155e+00
## [90,] 1.254760e+00
## [91,] 1.445564e+00
## [92,] 1.607926e+00
## [93,] 1.332596e+00
## [94,] 2.225333e+00
## [95,] 1.812875e+00
## [96,] 1.084927e+00
## [97,] 1.489583e+00
## [98,] 1.934718e+00
## [99,] 2.051935e+00
## [100,] 1.660142e+00
## [101,] 2.178050e+00
## [102,] 2.213864e+00
## [103,] 2.038337e+00
## [104,] 1.415574e+00
## [105,] 1.628055e+00
## [106,] 2.422788e+00
## [107,] 2.364697e+00
## [108,] 2.108492e+00
## [109,] 2.306572e+00
## [110,] 2.703259e+00
## [111,] 2.370760e+00
## [112,] 2.380315e+00
## [113,] 2.926855e+00
## [114,] 2.383958e+00
## [115,] 2.198251e+00
## [116,] 1.448500e+00
## [117,] 6.317849e-01
## [118,] 9.228902e-01
## [119,] 9.433958e-01
## [120,] 6.655729e-01
## [121,] 1.382380e+00
## [122,] 1.397403e+00
## [123,] 1.386892e+00
## [124,] 9.512002e-01
## [125,] 1.652201e+00
## [126,] 7.564318e-01
## [127,] 1.397411e+00
## [128,] 1.829965e+00
## [129,] 1.559030e+00
## [130,] 1.161599e+00
## [131,] 1.358525e+00
## [132,] 9.547078e-01
## [133,] 1.538822e+00
## [134,] 1.925103e+00
## [135,] 1.644275e+00
## [136,] 1.625761e+00
## [137,] 1.538542e+00
## [138,] 2.040665e+00
## [139,] 2.156597e+00
## [140,] 2.080327e+00
## [141,] 1.853793e+00
## [142,] 1.429905e+00
## [143,] 2.101042e+00
## [144,] 2.376835e+00
## [145,] 2.362816e+00
## [146,] 2.560271e+00
## [147,] 2.090001e+00
## [148,] 2.226638e+00
## [149,] 2.315708e+00
## [150,] 1.880137e+00
## [151,] 2.402553e+00
## [152,] 2.218217e+00
## [153,] 7.667640e-01
## [154,] 8.553539e-01
## [155,] 1.381317e+00
## [156,] 8.661653e-01
## [157,] 1.056985e+00
## [158,] 6.293266e-01
## [159,] 8.559253e-01
## [160,] 1.015854e+00
## [161,] 7.634870e-01
## [162,] 9.326150e-01
## [163,] 7.860508e-01
## [164,] 1.017658e+00
## [165,] 9.759434e-01
## [166,] 1.106349e+00
## [167,] 1.164349e+00
## [168,] 1.160544e+00
## [169,] 1.245532e+00
## [170,] 1.329655e+00
## [171,] 1.765499e+00
## [172,] 1.441305e+00
## [173,] 1.865271e+00
## [174,] 1.551753e+00
## [175,] 9.591357e-01
## [176,] 1.605294e+00
## [177,] 1.993345e+00
## [178,] 3.726668e-01
## [179,] 2.318288e+00
## [180,] 1.623148e+00
## [181,] 2.182085e+00
## [182,] 2.308709e+00
## [183,] 1.494052e+00
## [184,] 1.327907e+00
## [185,] 1.888910e+00
## [186,] 2.586782e+00
## [187,] 2.607536e+00
## [188,] 1.540096e+00
## [189,] 2.076063e+00
## [190,] 2.250747e+00
## [191,] 2.385997e+00
## [192,] 2.362632e+00
## [193,] 2.733034e+00
## [194,] 3.042123e+00
## [195,] 4.799466e-01
## [196,] 8.345828e-01
## [197,] 8.346688e-01
## [198,] 5.302953e-01
## [199,] 7.319783e-01
## [200,] 2.964058e-01
## [201,] 2.298636e-01
## [202,] 1.008151e+00
## [203,] 1.951509e-01
## [204,] 1.021380e+00
## [205,] 6.264760e-01
## [206,] 1.128757e+00
## [207,] 8.105805e-01
## [208,] 1.005484e+00
## [209,] 1.093175e+00
## [210,] 6.145474e-01
## [211,] 8.208607e-01
## [212,] 1.612945e+00
## [213,] 1.424876e+00
## [214,] 1.826776e+00
## [215,] 9.908766e-01
## [216,] 1.883703e+00
## [217,] 8.170943e-01
## [218,] 6.491516e-01
## [219,] 1.705126e+00
## [220,] 1.568788e+00
## [221,] -1.938422e-01
## [222,] 1.925375e+00
## [223,] 2.062677e+00
## [224,] 2.092793e+00
## [225,] 1.706277e+00
## [226,] 2.370712e+00
## [227,] 1.192682e+00
## [228,] 2.358577e+00
## [229,] 1.818783e+00
## [230,] 2.132621e+00
## [231,] 2.250987e+00
## [232,] 2.016108e+00
## [233,] 1.720041e+00
## [234,] 1.838426e+00
## [235,] 2.192801e+00
## [236,] 1.728719e+00
## [237,] 2.273205e+00
## [238,] 2.833350e-01
## [239,] -5.663616e-01
## [240,] 7.630670e-01
## [241,] 2.030949e-01
## [242,] 4.588030e-01
## [243,] 1.578115e-01
## [244,] 9.257241e-01
## [245,] 9.072584e-01
## [246,] 4.332482e-01
## [247,] -1.538478e-01
## [248,] 9.793254e-01
## [249,] 1.117412e+00
## [250,] 9.248745e-01
## [251,] 1.141967e+00
## [252,] 3.646167e-01
## [253,] 1.394092e+00
## [254,] 6.563093e-01
## [255,] 8.337373e-01
## [256,] 1.308784e+00
## [257,] 1.122619e+00
## [258,] 1.135969e+00
## [259,] 7.394059e-01
## [260,] 1.071740e+00
## [261,] 1.223618e+00
## [262,] 1.256205e+00
## [263,] 1.275771e+00
## [264,] 3.292244e-01
## [265,] 6.735146e-01
## [266,] 1.373980e+00
## [267,] 1.013000e+00
## [268,] 1.429896e+00
## [269,] 7.978694e-01
## [270,] 1.745043e+00
## [271,] 9.890707e-01
## [272,] 9.147088e-02
## [273,] 6.342276e-01
## [274,] 1.586049e+00
## [275,] 1.334097e+00
## [276,] 1.418312e+00
## [277,] 1.565725e+00
## [278,] 1.139674e+00
## [279,] 1.334824e+00
## [280,] 1.650810e+00
## [281,] 1.392429e+00
## [282,] 1.702535e+00
## [283,] 1.018710e+00
## [284,] 1.779823e+00
## [285,] 7.812717e-01
## [286,] 2.134049e-01
## [287,] 7.335067e-01
## [288,] 1.972637e+00
## [289,] 1.923502e+00
## [290,] 1.619090e+00
## [291,] 2.097625e+00
## [292,] 1.478886e+00
## [293,] 2.184260e+00
## [294,] 1.716902e+00
## [295,] 1.605785e+00
## [296,] 1.839680e+00
## [297,] 1.280254e+00
## [298,] 1.680533e+00
## [299,] 2.188432e+00
## [300,] 1.536459e+00
## [301,] 2.600364e+00
## [302,] 1.804427e+00
## [303,] 1.925980e+00
## [304,] 1.817574e+00
## [305,] 1.712605e+00
## [306,] 1.948606e+00
## [307,] 2.793275e-01
## [308,] -1.221185e-01
## [309,] 1.404015e-01
## [310,] -3.644911e-02
## [311,] 8.053496e-01
## [312,] -2.820142e-01
## [313,] 5.443575e-01
## [314,] 7.485008e-01
## [315,] 5.347630e-01
## [316,] -1.740217e-01
## [317,] 6.684253e-01
## [318,] 5.093504e-01
## [319,] 4.398471e-01
## [320,] 8.199678e-01
## [321,] 3.197732e-01
## [322,] 6.687516e-01
## [323,] 2.934073e-01
## [324,] 1.020011e+00
## [325,] -1.956822e-01
## [326,] 7.696983e-02
## [327,] 8.398307e-01
## [328,] 6.623762e-01
## [329,] 3.938778e-01
## [330,] 6.841380e-01
## [331,] 5.604425e-01
## [332,] 8.569874e-01
## [333,] 1.002448e+00
## [334,] 6.728536e-01
## [335,] 7.943602e-01
## [336,] 8.309478e-01
## [337,] 6.291362e-01
## [338,] 8.654645e-01
## [339,] 6.555353e-01
## [340,] 1.265504e+00
## [341,] 6.143578e-01
## [342,] 6.402340e-01
## [343,] 1.235647e+00
## [344,] 2.695890e-01
## [345,] 1.007408e+00
## [346,] 1.233880e+00
## [347,] 9.701136e-01
## [348,] 7.425499e-01
## [349,] 1.318169e+00
## [350,] 8.452098e-01
## [351,] 9.712222e-01
## [352,] 1.035035e+00
## [353,] 1.230012e+00
## [354,] 1.078785e+00
## [355,] 1.007507e+00
## [356,] 1.025234e+00
## [357,] 2.955331e-01
## [358,] 6.295692e-01
## [359,] -4.022642e-01
## [360,] 9.678604e-01
## [361,] 1.198593e+00
## [362,] 8.684060e-02
## [363,] 1.199489e+00
## [364,] 1.517473e+00
## [365,] 5.569986e-01
## [366,] 1.544482e+00
## [367,] 8.116414e-01
## [368,] 1.084445e+00
## [369,] 1.473762e+00
## [370,] 1.534744e+00
## [371,] 1.701078e+00
## [372,] 1.207508e+00
## [373,] 1.210824e+00
## [374,] 2.633322e-01
## [375,] 1.809288e+00
## [376,] 1.817065e+00
## [377,] 1.738783e+00
## [378,] 9.505095e-01
## [379,] 6.961798e-01
## [380,] 1.443920e+00
## [381,] 1.518814e+00
## [382,] -5.310553e-01
## [383,] 6.629792e-01
## [384,] 1.182938e+00
## [385,] 1.335387e+00
## [386,] 1.269062e+00
## [387,] -5.628052e-01
## [388,] 5.764813e-01
## [389,] -4.690893e-02
## [390,] 1.422205e+00
## [391,] 1.701287e+00
## [392,] 1.948205e+00
## [393,] 1.320866e+00
## [394,] 8.518293e-01
## [395,] 1.355982e+00
## [396,] 1.736604e+00
## [397,] 1.532744e+00
## [398,] 1.992846e+00
## [399,] 9.446395e-01
## [400,] 1.489195e+00
## [401,] 1.434219e+00
## [402,] 1.478875e+00
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## [3967,] -1.904363e+00
## [3968,] -1.998700e+00
## [3969,] -1.923922e+00
## [3970,] -1.089686e+00
## [3971,] -1.568957e+00
## [3972,] -1.227524e+00
## [3973,] -9.202280e-01
## [3974,] -1.110599e+00
## [3975,] -7.838506e-01
## [3976,] -1.658790e+00
## [3977,] -1.098133e+00
## [3978,] -1.152156e+00
## [3979,] -1.141155e+00
## [3980,] -1.099155e+00
## [3981,] -1.079270e+00
## [3982,] -1.316293e+00
## [3983,] -1.522921e+00
## [3984,] -1.185774e+00
## [3985,] -9.483589e-01
## [3986,] -2.292893e+00
## [3987,] -1.488251e+00
## [3988,] -1.180622e+00
## [3989,] -1.078195e+00
## [3990,] -2.401646e+00
## [3991,] -1.403487e+00
## [3992,] -1.528590e+00
## [3993,] -1.564096e+00
## [3994,] -9.684662e-01
## [3995,] -1.910087e+00
## [3996,] -1.745865e+00
## [3997,] -2.151589e+00
## [3998,] -1.570457e+00
## [3999,] -1.956638e+00
## [4000,] -1.152445e+00
## [4001,] -1.475550e+00
## [4002,] -1.809358e+00
## [4003,] -2.017885e+00
## [4004,] -1.533699e+00
## [4005,] -1.326032e+00plot(modvar)
#Gráfica Lambda v/s MSE hecha a mano, con varianzas. Evidencia el efecto del grado de ajuste (Trade-Off)
{plot(lassomod$lambda, MSEs, type = "b", pch = 16, xlab = "lambda", ylab = "MSE y Var", log = "x", main = "Lambda vs MSE con Curva de Varianzas")
# Líneas de Referencia
abline(h = max(MSEs), col = "red", lty = 2)
abline(h = min(MSEs), col = "blue", lty = 2)
#Texto de referencia
text(lassomod$lambda[1], max(MSEs), "MSE Alto", pos = 3, col = "red")
text(lassomod$lambda[1], min(MSEs), "MSE Bajo", pos = 3, col = "blue")
#Agregamos curva de varianza
lines(lassomod$lambda,modvar, col = "green", lwd = 2)
text(lassomod$lambda[1], max(modvar), "Varianza Alta", pos = 3, col = "darkgreen")
text(lassomod$lambda[1], min(modvar), "Varianza Baja", pos = 3, col = "lightgreen")
}
#Cabe destacar que estos valores de resultados se encuentran estandarizados y se mantienen así para el ajuste gráfico.
## Además, calculamos el Coeficiente de determinación (r_sqrd) para poder interpretar que tan bien se ajusta la data al modelo de regresión
ssres <- sum((lassopred - y_test)^2)
sstot <- sum((y_test - mean(y_test))^2)
r2 <- 1 - ssres/sstot
print(r2) # valor alto de 0.8275 Significa que el modelo explica bastante bien a los datos.## [1] 0.827499## Ajustamos un modelo con este valor de predicción recién encontrado para evaluar
lassooptmod <- glmnet(x_train, y_train, alpha = 1, lambda = lambdaopt)
coef(lassooptmod)## 26 x 1 sparse Matrix of class "dgCMatrix"
## s0
## (Intercept) 9.595874e-16
## overall 9.568949e-01
## value_eur -4.052621e-01
## age -7.070217e-01
## height_cm -6.139786e-03
## club_team_id -4.070632e-02
## league_level -3.366146e-02
## nationality_id -2.997194e-02
## preferred_foot -2.209083e-03
## weak_foot 1.136342e-02
## skill_moves 3.244062e-03
## international_reputation 8.195914e-02
## release_clause_eur 3.874907e-01
## pace -6.140544e-02
## shooting 1.089861e-02
## passing .
## dribbling 5.573689e-02
## defending 2.143283e-02
## physic -7.819832e-02
## attacking_crossing -5.112447e-02
## attacking_finishing -2.165070e-02
## attacking_heading_accuracy 1.987436e-02
## attacking_short_passing -6.042327e-03
## attacking_volleys 2.211425e-03
## skill_dribbling -1.766512e-02
## skill_curve 1.113295e-02print (lassooptmod)##
## Call: glmnet(x = x_train, y = y_train, alpha = 1, lambda = lambdaopt)
##
## Df %Dev Lambda
## 1 24 83.65 0.0001783summary(lassooptmod)## Length Class Mode
## a0 1 -none- numeric
## beta 25 dgCMatrix S4
## df 1 -none- numeric
## dim 2 -none- numeric
## lambda 1 -none- numeric
## dev.ratio 1 -none- numeric
## nulldev 1 -none- numeric
## npasses 1 -none- numeric
## jerr 1 -none- numeric
## offset 1 -none- logical
## call 5 -none- call
## nobs 1 -none- numericlassooptmod$lambda## [1] 0.0001783139lassooptmod$dev.ratio #Pseudo valor para R^2: Utilizado a modo comparativo, Se confirma que es mayor que el obtenido anteriormente## [1] 0.8365085# Se puede determinar que el valor de lambda para este caso es muy pequeño y cercano a cero (0.000178) por lo que se ajusta a la
# Teoría estudiada de catedra de que encoge los coeficientes de regresion hacia el cero penalizando el modelo con estos términos calculados (Por Multiplicación)
# Es más, cabe destacar la salida del comando que especifica los coeficientes, donde el rendimiento de variables como Passing es completamente Anulado a modo de obtener un mejor modelo (mayor descriptividad)Nuevo modelo Reducido, a modo evaluativo
as_tibble(x_train) %>% select(-passing, -preferred_foot,-nationality_id,-international_reputation,-attacking_finishing, -league_level, -release_clause_eur, -pace, -shooting, -skill_dribbling) #Modelo ajustado por Correlación## # A tibble: 12,015 × 15
## overall value_eur age height_cm club_team_id weak_foot skill_moves
## <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
## 1 -1.58 -0.340 -1.32 0.405 -0.922 0.00640 0.770
## 2 -0.558 -0.282 -0.462 -0.814 -0.894 0.00640 -0.799
## 3 0.756 -0.0848 0.183 1.77 -0.925 -1.53 -0.799
## 4 0.464 -0.225 0.829 0.861 1.11 0.00640 -0.799
## 5 -1.43 -0.333 -1.75 -1.58 0.922 0.00640 -0.799
## 6 0.901 -0.136 1.26 -1.12 -0.896 0.00640 0.770
## 7 1.19 -0.238 2.12 1.93 -0.893 0.00640 -0.799
## 8 1.05 0.183 -0.247 -0.966 -0.921 0.00640 -0.799
## 9 0.318 -0.254 1.47 -0.0523 1.13 1.54 0.770
## 10 -0.120 -0.289 1.04 0.861 1.13 1.54 0.770
## # ℹ 12,005 more rows
## # ℹ 8 more variables: dribbling <dbl>, defending <dbl>, physic <dbl>,
## # attacking_crossing <dbl>, attacking_heading_accuracy <dbl>,
## # attacking_short_passing <dbl>, attacking_volleys <dbl>, skill_curve <dbl>x_trnew <- data.matrix(as_tibble(x_train) %>% select(-passing, -preferred_foot,-nationality_id,-international_reputation,-attacking_finishing, -league_level, -release_clause_eur, -pace, -shooting, -skill_dribbling, -value_eur))
lassoajustmod <- glmnet(x_trnew, y_train, alpha = 1, lambda = lambdaopt, nlambda = 25)
coef(lassoajustmod)## 15 x 1 sparse Matrix of class "dgCMatrix"
## s0
## (Intercept) 1.126821e-15
## overall 9.823119e-01
## age -6.915291e-01
## height_cm 1.356806e-02
## club_team_id -4.717629e-02
## weak_foot 1.066897e-02
## skill_moves 3.113062e-03
## dribbling -6.762882e-03
## defending 5.117664e-02
## physic -1.185713e-01
## attacking_crossing -6.766174e-02
## attacking_heading_accuracy 3.384990e-02
## attacking_short_passing 2.266555e-02
## attacking_volleys 1.401285e-02
## skill_curve 2.028101e-02print (lassoajustmod)##
## Call: glmnet(x = x_trnew, y = y_train, alpha = 1, nlambda = 25, lambda = lambdaopt)
##
## Df %Dev Lambda
## 1 14 82.74 0.0001783summary(lassoajustmod)## Length Class Mode
## a0 1 -none- numeric
## beta 14 dgCMatrix S4
## df 1 -none- numeric
## dim 2 -none- numeric
## lambda 1 -none- numeric
## dev.ratio 1 -none- numeric
## nulldev 1 -none- numeric
## npasses 1 -none- numeric
## jerr 1 -none- numeric
## offset 1 -none- logical
## call 6 -none- call
## nobs 1 -none- numericlassoajustmod$lambda## [1] 0.0001783139lassoajustmod$dev.ratio #Pseudo valor para R^2: Utilizado a modo comparativo, Se Puede apreciar que baja un poco la capacidad predictiva, pero considerando la remoción de casi la mitad de las variables del modelo se puede ver como una mayor vantaja en terminos de la capacidad y simpleza para explicar el modelo (menos variables, mayor certeza)## [1] 0.8274139Implementación de modelo
Prueba de un modelo basico
# Implementación de una regresión lineal simple: Todas las variables
f1 = formula(unlist(y_train) ~ data.matrix((x_train)))
f2 = formula(unlist(y_test) ~ data.matrix(x_test))
reglinmod1 = lm(formula=f1, data=train_ajust)
plot(reglinmod1)
summary(reglinmod1)##
## Call:
## lm(formula = f1, data = train_ajust)
##
## Residuals:
## Min 1Q Median 3Q Max
## -1.68690 -0.27564 -0.04384 0.24662 1.72696
##
## Coefficients:
## Estimate Std. Error t value
## (Intercept) 2.915e-16 3.692e-03 0.000
## data.matrix((x_train))overall 9.569e-01 1.045e-02 91.532
## data.matrix((x_train))value_eur -4.844e-01 4.059e-02 -11.934
## data.matrix((x_train))age -7.075e-01 5.322e-03 -132.939
## data.matrix((x_train))height_cm -5.568e-03 5.574e-03 -0.999
## data.matrix((x_train))club_team_id -4.012e-02 4.139e-03 -9.692
## data.matrix((x_train))league_level -3.380e-02 4.044e-03 -8.357
## data.matrix((x_train))nationality_id -2.992e-02 4.188e-03 -7.145
## data.matrix((x_train))preferred_foot -2.498e-03 3.870e-03 -0.646
## data.matrix((x_train))weak_foot 1.136e-02 4.002e-03 2.839
## data.matrix((x_train))skill_moves 2.985e-03 5.372e-03 0.556
## data.matrix((x_train))international_reputation 8.416e-02 5.199e-03 16.186
## data.matrix((x_train))release_clause_eur 4.646e-01 3.986e-02 11.656
## data.matrix((x_train))pace -6.152e-02 5.457e-03 -11.274
## data.matrix((x_train))shooting 1.881e-02 2.182e-02 0.862
## data.matrix((x_train))passing 5.406e-03 2.239e-02 0.241
## data.matrix((x_train))dribbling 6.900e-02 2.452e-02 2.815
## data.matrix((x_train))defending 2.192e-02 7.486e-03 2.929
## data.matrix((x_train))physic -7.849e-02 6.661e-03 -11.783
## data.matrix((x_train))attacking_crossing -5.330e-02 9.436e-03 -5.649
## data.matrix((x_train))attacking_finishing -2.895e-02 1.797e-02 -1.612
## data.matrix((x_train))attacking_heading_accuracy 2.018e-02 6.169e-03 3.270
## data.matrix((x_train))attacking_short_passing -1.208e-02 1.435e-02 -0.842
## data.matrix((x_train))attacking_volleys 2.246e-03 8.394e-03 0.268
## data.matrix((x_train))skill_dribbling -2.817e-02 1.920e-02 -1.467
## data.matrix((x_train))skill_curve 9.600e-03 8.086e-03 1.187
## Pr(>|t|)
## (Intercept) 1.00000
## data.matrix((x_train))overall < 2e-16 ***
## data.matrix((x_train))value_eur < 2e-16 ***
## data.matrix((x_train))age < 2e-16 ***
## data.matrix((x_train))height_cm 0.31782
## data.matrix((x_train))club_team_id < 2e-16 ***
## data.matrix((x_train))league_level < 2e-16 ***
## data.matrix((x_train))nationality_id 9.53e-13 ***
## data.matrix((x_train))preferred_foot 0.51854
## data.matrix((x_train))weak_foot 0.00454 **
## data.matrix((x_train))skill_moves 0.57848
## data.matrix((x_train))international_reputation < 2e-16 ***
## data.matrix((x_train))release_clause_eur < 2e-16 ***
## data.matrix((x_train))pace < 2e-16 ***
## data.matrix((x_train))shooting 0.38871
## data.matrix((x_train))passing 0.80919
## data.matrix((x_train))dribbling 0.00489 **
## data.matrix((x_train))defending 0.00341 **
## data.matrix((x_train))physic < 2e-16 ***
## data.matrix((x_train))attacking_crossing 1.65e-08 ***
## data.matrix((x_train))attacking_finishing 0.10706
## data.matrix((x_train))attacking_heading_accuracy 0.00108 **
## data.matrix((x_train))attacking_short_passing 0.39976
## data.matrix((x_train))attacking_volleys 0.78900
## data.matrix((x_train))skill_dribbling 0.14242
## data.matrix((x_train))skill_curve 0.23515
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.4047 on 11989 degrees of freedom
## Multiple R-squared: 0.8366, Adjusted R-squared: 0.8362
## F-statistic: 2455 on 25 and 11989 DF, p-value: < 2.2e-16reglinmod1 %>% check_model()## Not enough model terms in the conditional part of the model to check for
## multicollinearity.## Some of the variables were in matrix-format - probably you used
## `scale()` on your data?
## If so, and you get an error, please try `datawizard::standardize()` to
## standardize your data.
## Some of the variables were in matrix-format - probably you used
## `scale()` on your data?
## If so, and you get an error, please try `datawizard::standardize()` to
## standardize your data.
reglinmod1 %>% check_heteroscedasticity() # Se confirma la Heteroscedasticidad para este modelo## Warning: Heteroscedasticity (non-constant error variance) detected (p < .001).Plot de los residuos
plot(reglinmod1$residuals)
#############
#Anova test
#############
# ANOVA test
anova1 <- anova(reglinmod1)
# Resultados del ANOVA test
print(anova1)## Analysis of Variance Table
##
## Response: unlist(y_train)
## Df Sum Sq Mean Sq F value Pr(>F)
## data.matrix((x_train)) 25 10050.5 402.02 2454.8 < 2.2e-16 ***
## Residuals 11989 1963.5 0.16
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1#############
#Breusch-Pagan
#############
bp_test1 <- bptest(reglinmod1)
bp_test1##
## studentized Breusch-Pagan test
##
## data: reglinmod1
## BP = 623.35, df = 25, p-value < 2.2e-16ggplot() +
geom_point(train_ajust, mapping = aes(x=age , y=potential, color=potential)) +
geom_smooth(train_ajust, mapping = aes(x=age, y=predict(reglinmod1)), color='green', method='loess',se=F, fullrange = T) +
theme_minimal() +
labs(x='Age',y='Potential',color=NULL) +
theme(legend.position = 'bottom') +
scale_y_continuous(labels = number_format(scale = 1))
Pruebas de modelo basico
k-folds
trainmod <- lm(f1, data = train_ajust)
testmod <- lm(f2, data = test_ajust)
prediction01 <- as.numeric(predict(trainmod,train_ajust))
prediction02 <- as.numeric(predict(testmod,test_ajust))
observed01 <- as.numeric(train_ajust$potential)
observed02 <- as.numeric(test_ajust$potential)
cat(" || R2 Predicción:", caret::R2(prediction01, observed01),"||\n || R2 Observado:", caret::R2(prediction02, observed02), " ||\n
| Diferencia R2: ", caret::R2(prediction01, observed01) - caret::R2(prediction02, observed02), "|\n\n\n",
"|| RMSE Predicción:", caret::RMSE(prediction01, observed01),"||\n || RMSE Observado:", caret::RMSE(prediction02, observed02)," ||\n
| Diferencia RMSE: ", caret::RMSE(prediction01, observed01) - caret::RMSE(prediction02, observed02), "|\n\n\n",
"|| MAE Predicción:", caret::MAE(prediction01, observed01),"||\n || MAE Observado:", caret::MAE(prediction02, observed02), " ||\n
| Diferencia MAE: ", caret::MAE(prediction01, observed01) - caret::MAE(prediction02, observed02),"|")## || R2 Predicción: 0.8365691 ||
## || R2 Observado: 0.8290545 ||
##
## | Diferencia R2: 0.007514556 |
##
##
## || RMSE Predicción: 0.4042491 ||
## || RMSE Observado: 0.4134039 ||
##
## | Diferencia RMSE: -0.009154831 |
##
##
## || MAE Predicción: 0.3160721 ||
## || MAE Observado: 0.3215381 ||
##
## | Diferencia MAE: -0.005466022 |#Los errores calculados con estas metodologías son poco significativosLOO
setupLOO <- trainControl(method = "LOOCV")
predLOO <- caret::train(as.data.frame(x_train), as.numeric(unlist(y_train)), data = as.data.frame(train_ajust), method = "lm", trControl = setupLOO, summaryFunction = BigSummary, verboseIter = TRUE) # Demora alrededor de 5 minutos
print(predLOO)#Vayan creando nuevos modelos desde acá, la idea es ir probando los test de arribba para cachar cual tenga menores errores de forma iterativa
as_tibble(x_train) %>% select(-passing, -preferred_foot,-nationality_id,-international_reputation,-attacking_finishing, -league_level, -release_clause_eur, -pace, -shooting, -skill_dribbling) #Modelo ajustado por ustedes## # A tibble: 12,015 × 15
## overall value_eur age height_cm club_team_id weak_foot skill_moves
## <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
## 1 -1.58 -0.340 -1.32 0.405 -0.922 0.00640 0.770
## 2 -0.558 -0.282 -0.462 -0.814 -0.894 0.00640 -0.799
## 3 0.756 -0.0848 0.183 1.77 -0.925 -1.53 -0.799
## 4 0.464 -0.225 0.829 0.861 1.11 0.00640 -0.799
## 5 -1.43 -0.333 -1.75 -1.58 0.922 0.00640 -0.799
## 6 0.901 -0.136 1.26 -1.12 -0.896 0.00640 0.770
## 7 1.19 -0.238 2.12 1.93 -0.893 0.00640 -0.799
## 8 1.05 0.183 -0.247 -0.966 -0.921 0.00640 -0.799
## 9 0.318 -0.254 1.47 -0.0523 1.13 1.54 0.770
## 10 -0.120 -0.289 1.04 0.861 1.13 1.54 0.770
## # ℹ 12,005 more rows
## # ℹ 8 more variables: dribbling <dbl>, defending <dbl>, physic <dbl>,
## # attacking_crossing <dbl>, attacking_heading_accuracy <dbl>,
## # attacking_short_passing <dbl>, attacking_volleys <dbl>, skill_curve <dbl>x_trnew2 <- data.matrix(as_tibble(x_train) %>% select(-passing, -preferred_foot,-nationality_id,-international_reputation,-attacking_finishing, -league_level, -release_clause_eur, -pace, -shooting, -skill_dribbling, -value_eur))
reglinmod2 <- lm(y_train ~ x_trnew2)
coef(reglinmod2)## (Intercept) x_trnew2overall
## -2.805352e-16 9.829863e-01
## x_trnew2age x_trnew2height_cm
## -6.920919e-01 1.353741e-02
## x_trnew2club_team_id x_trnew2weak_foot
## -4.722210e-02 1.083714e-02
## x_trnew2skill_moves x_trnew2dribbling
## 3.398987e-03 -9.284499e-03
## x_trnew2defending x_trnew2physic
## 5.151221e-02 -1.194496e-01
## x_trnew2attacking_crossing x_trnew2attacking_heading_accuracy
## -6.806479e-02 3.404036e-02
## x_trnew2attacking_short_passing x_trnew2attacking_volleys
## 2.359960e-02 1.476273e-02
## x_trnew2skill_curve
## 2.122616e-02print (reglinmod2)##
## Call:
## lm(formula = y_train ~ x_trnew2)
##
## Coefficients:
## (Intercept) x_trnew2overall
## -2.805e-16 9.830e-01
## x_trnew2age x_trnew2height_cm
## -6.921e-01 1.354e-02
## x_trnew2club_team_id x_trnew2weak_foot
## -4.722e-02 1.084e-02
## x_trnew2skill_moves x_trnew2dribbling
## 3.399e-03 -9.284e-03
## x_trnew2defending x_trnew2physic
## 5.151e-02 -1.194e-01
## x_trnew2attacking_crossing x_trnew2attacking_heading_accuracy
## -6.806e-02 3.404e-02
## x_trnew2attacking_short_passing x_trnew2attacking_volleys
## 2.360e-02 1.476e-02
## x_trnew2skill_curve
## 2.123e-02summary(reglinmod2)##
## Call:
## lm(formula = y_train ~ x_trnew2)
##
## Residuals:
## Min 1Q Median 3Q Max
## -1.63672 -0.28062 -0.05093 0.24824 1.70102
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) -2.805e-16 3.792e-03 0.000 1.00000
## x_trnew2overall 9.830e-01 9.240e-03 106.379 < 2e-16 ***
## x_trnew2age -6.921e-01 4.826e-03 -143.421 < 2e-16 ***
## x_trnew2height_cm 1.354e-02 5.361e-03 2.525 0.01158 *
## x_trnew2club_team_id -4.722e-02 4.096e-03 -11.529 < 2e-16 ***
## x_trnew2weak_foot 1.084e-02 4.057e-03 2.671 0.00756 **
## x_trnew2skill_moves 3.399e-03 5.480e-03 0.620 0.53507
## x_trnew2dribbling -9.284e-03 1.028e-02 -0.903 0.36638
## x_trnew2defending 5.151e-02 6.567e-03 7.844 4.72e-15 ***
## x_trnew2physic -1.194e-01 6.497e-03 -18.384 < 2e-16 ***
## x_trnew2attacking_crossing -6.806e-02 6.599e-03 -10.314 < 2e-16 ***
## x_trnew2attacking_heading_accuracy 3.404e-02 6.123e-03 5.559 2.77e-08 ***
## x_trnew2attacking_short_passing 2.360e-02 7.510e-03 3.143 0.00168 **
## x_trnew2attacking_volleys 1.476e-02 7.076e-03 2.086 0.03696 *
## x_trnew2skill_curve 2.123e-02 7.258e-03 2.925 0.00346 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.4157 on 12000 degrees of freedom
## Multiple R-squared: 0.8274, Adjusted R-squared: 0.8272
## F-statistic: 4109 on 14 and 12000 DF, p-value: < 2.2e-16reglinmod2$lambda## NULLreglinmod2$dev.ratio #Pseudo valor para R^2: Utilizado a modo comparativo, Se Puede apreciar que baja un poco la capacidad predictiva, pero considerando la remoción de casi la mitad de las variables del modelo se puede ver como una mayor vantaja en terminos de la capacidad y simpleza para explicar el modelo (menos variables, mayor certeza)## NULL#Espacio de Prueba del modelo de arriba
#Vayan creando nuevos modelos desde acá, la idea es ir probando los test de arribba para cachar cual tenga menores errores de forma iterativa
as_tibble(x_train) %>% select(-passing, -preferred_foot,-nationality_id,-international_reputation,-attacking_finishing, -league_level, -release_clause_eur, -pace, -shooting, -skill_dribbling) #Modelo ajustado por ustedes## # A tibble: 12,015 × 15
## overall value_eur age height_cm club_team_id weak_foot skill_moves
## <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
## 1 -1.58 -0.340 -1.32 0.405 -0.922 0.00640 0.770
## 2 -0.558 -0.282 -0.462 -0.814 -0.894 0.00640 -0.799
## 3 0.756 -0.0848 0.183 1.77 -0.925 -1.53 -0.799
## 4 0.464 -0.225 0.829 0.861 1.11 0.00640 -0.799
## 5 -1.43 -0.333 -1.75 -1.58 0.922 0.00640 -0.799
## 6 0.901 -0.136 1.26 -1.12 -0.896 0.00640 0.770
## 7 1.19 -0.238 2.12 1.93 -0.893 0.00640 -0.799
## 8 1.05 0.183 -0.247 -0.966 -0.921 0.00640 -0.799
## 9 0.318 -0.254 1.47 -0.0523 1.13 1.54 0.770
## 10 -0.120 -0.289 1.04 0.861 1.13 1.54 0.770
## # ℹ 12,005 more rows
## # ℹ 8 more variables: dribbling <dbl>, defending <dbl>, physic <dbl>,
## # attacking_crossing <dbl>, attacking_heading_accuracy <dbl>,
## # attacking_short_passing <dbl>, attacking_volleys <dbl>, skill_curve <dbl>x_trnew2 <- data.matrix(as_tibble(x_train) %>% select(-passing, -preferred_foot,-nationality_id,-international_reputation,-attacking_finishing, -league_level, -release_clause_eur, -pace, -shooting, -skill_dribbling, -value_eur))
reglinmod2 <- lm(x_trnew2~ y_train)
coef(reglinmod2)## overall age height_cm club_team_id weak_foot
## (Intercept) 2.809286e-17 -4.394279e-16 -2.340388e-15 1.380019e-16 8.953856e-17
## y_train 6.408803e-01 -2.667101e-01 1.069952e-02 -3.284253e-01 1.437771e-01
## skill_moves dribbling defending physic
## (Intercept) 5.075865e-16 3.886472e-17 6.121169e-16 -3.981638e-16
## y_train 3.248577e-01 5.009696e-01 1.681266e-01 1.667335e-01
## attacking_crossing attacking_heading_accuracy
## (Intercept) 1.005090e-16 -3.208107e-16
## y_train 2.990188e-01 2.272427e-01
## attacking_short_passing attacking_volleys skill_curve
## (Intercept) -1.638458e-16 -2.366863e-16 -4.938515e-17
## y_train 5.243686e-01 2.680711e-01 3.169225e-01print (reglinmod2)##
## Call:
## lm(formula = x_trnew2 ~ y_train)
##
## Coefficients:
## overall age height_cm club_team_id weak_foot
## (Intercept) 2.809e-17 -4.394e-16 -2.340e-15 1.380e-16 8.954e-17
## y_train 6.409e-01 -2.667e-01 1.070e-02 -3.284e-01 1.438e-01
## skill_moves dribbling defending physic
## (Intercept) 5.076e-16 3.886e-17 6.121e-16 -3.982e-16
## y_train 3.249e-01 5.010e-01 1.681e-01 1.667e-01
## attacking_crossing attacking_heading_accuracy
## (Intercept) 1.005e-16 -3.208e-16
## y_train 2.990e-01 2.272e-01
## attacking_short_passing attacking_volleys skill_curve
## (Intercept) -1.638e-16 -2.367e-16 -4.939e-17
## y_train 5.244e-01 2.681e-01 3.169e-01summary(reglinmod2)## Response overall :
##
## Call:
## lm(formula = overall ~ y_train)
##
## Residuals:
## Min 1Q Median 3Q Max
## -2.6608 -0.5526 0.2108 0.5992 1.6498
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.809e-17 7.003e-03 0.0 1
## y_train 6.409e-01 7.004e-03 91.5 <2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.7677 on 12013 degrees of freedom
## Multiple R-squared: 0.4107, Adjusted R-squared: 0.4107
## F-statistic: 8373 on 1 and 12013 DF, p-value: < 2.2e-16
##
##
## Response age :
##
## Call:
## lm(formula = age ~ y_train)
##
## Residuals:
## Min 1Q Median 3Q Max
## -2.1117 -0.7634 -0.0738 0.6597 3.4179
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) -4.394e-16 8.793e-03 0.00 1
## y_train -2.667e-01 8.793e-03 -30.33 <2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.9638 on 12013 degrees of freedom
## Multiple R-squared: 0.07113, Adjusted R-squared: 0.07106
## F-statistic: 920 on 1 and 12013 DF, p-value: < 2.2e-16
##
##
## Response height_cm :
##
## Call:
## lm(formula = height_cm ~ y_train)
##
## Residuals:
## Min 1Q Median 3Q Max
## -3.8608 -0.7951 -0.0452 0.7109 3.4483
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) -2.340e-15 9.123e-03 0.000 1.000
## y_train 1.070e-02 9.123e-03 1.173 0.241
##
## Residual standard error: 1 on 12013 degrees of freedom
## Multiple R-squared: 0.0001145, Adjusted R-squared: 3.125e-05
## F-statistic: 1.375 on 1 and 12013 DF, p-value: 0.2409
##
##
## Response club_team_id :
##
## Call:
## lm(formula = club_team_id ~ y_train)
##
## Residuals:
## Min 1Q Median 3Q Max
## -2.1111 -0.8612 -0.3365 0.9388 2.0449
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.380e-16 8.617e-03 0.00 1
## y_train -3.284e-01 8.618e-03 -38.11 <2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.9446 on 12013 degrees of freedom
## Multiple R-squared: 0.1079, Adjusted R-squared: 0.1078
## F-statistic: 1452 on 1 and 12013 DF, p-value: < 2.2e-16
##
##
## Response weak_foot :
##
## Call:
## lm(formula = weak_foot ~ y_train)
##
## Residuals:
## Min 1Q Median 3Q Max
## -3.2339 -0.1818 0.0076 0.1733 3.4148
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 8.954e-17 9.029e-03 0.00 1
## y_train 1.438e-01 9.029e-03 15.92 <2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.9897 on 12013 degrees of freedom
## Multiple R-squared: 0.02067, Adjusted R-squared: 0.02059
## F-statistic: 253.6 on 1 and 12013 DF, p-value: < 2.2e-16
##
##
## Response skill_moves :
##
## Call:
## lm(formula = skill_moves ~ y_train)
##
## Residuals:
## Min 1Q Median 3Q Max
## -1.8122 -0.7424 -0.3680 0.7192 4.1238
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 5.076e-16 8.629e-03 0.00 1
## y_train 3.249e-01 8.629e-03 37.65 <2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.9458 on 12013 degrees of freedom
## Multiple R-squared: 0.1055, Adjusted R-squared: 0.1055
## F-statistic: 1417 on 1 and 12013 DF, p-value: < 2.2e-16
##
##
## Response dribbling :
##
## Call:
## lm(formula = dribbling ~ y_train)
##
## Residuals:
## Min 1Q Median 3Q Max
## -3.7330 -0.4878 0.1519 0.6468 2.0835
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 3.886e-17 7.896e-03 0.00 1
## y_train 5.010e-01 7.896e-03 63.44 <2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.8655 on 12013 degrees of freedom
## Multiple R-squared: 0.251, Adjusted R-squared: 0.2509
## F-statistic: 4025 on 1 and 12013 DF, p-value: < 2.2e-16
##
##
## Response defending :
##
## Call:
## lm(formula = defending ~ y_train)
##
## Residuals:
## Min 1Q Median 3Q Max
## -2.5027 -0.8648 0.3234 0.7999 1.9323
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 6.121e-16 8.994e-03 0.00 1
## y_train 1.681e-01 8.994e-03 18.69 <2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.9858 on 12013 degrees of freedom
## Multiple R-squared: 0.02827, Adjusted R-squared: 0.02819
## F-statistic: 349.4 on 1 and 12013 DF, p-value: < 2.2e-16
##
##
## Response physic :
##
## Call:
## lm(formula = physic ~ y_train)
##
## Residuals:
## Min 1Q Median 3Q Max
## -3.5594 -0.6297 0.1312 0.7391 2.3707
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) -3.982e-16 8.996e-03 0.00 1
## y_train 1.667e-01 8.996e-03 18.53 <2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.986 on 12013 degrees of freedom
## Multiple R-squared: 0.0278, Adjusted R-squared: 0.02772
## F-statistic: 343.5 on 1 and 12013 DF, p-value: < 2.2e-16
##
##
## Response attacking_crossing :
##
## Call:
## lm(formula = attacking_crossing ~ y_train)
##
## Residuals:
## Min 1Q Median 3Q Max
## -3.2973 -0.6566 0.1759 0.7416 2.3724
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.005e-16 8.706e-03 0.00 1
## y_train 2.990e-01 8.706e-03 34.34 <2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.9543 on 12013 degrees of freedom
## Multiple R-squared: 0.08941, Adjusted R-squared: 0.08934
## F-statistic: 1180 on 1 and 12013 DF, p-value: < 2.2e-16
##
##
## Response attacking_heading_accuracy :
##
## Call:
## lm(formula = attacking_heading_accuracy ~ y_train)
##
## Residuals:
## Min 1Q Median 3Q Max
## -3.4118 -0.6933 0.0617 0.7315 2.6047
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) -3.208e-16 8.885e-03 0.00 1
## y_train 2.272e-01 8.885e-03 25.58 <2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.9739 on 12013 degrees of freedom
## Multiple R-squared: 0.05164, Adjusted R-squared: 0.05156
## F-statistic: 654.1 on 1 and 12013 DF, p-value: < 2.2e-16
##
##
## Response attacking_short_passing :
##
## Call:
## lm(formula = attacking_short_passing ~ y_train)
##
## Residuals:
## Min 1Q Median 3Q Max
## -3.7087 -0.4844 0.1331 0.6062 2.1092
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) -1.638e-16 7.768e-03 0.0 1
## y_train 5.244e-01 7.769e-03 67.5 <2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.8515 on 12013 degrees of freedom
## Multiple R-squared: 0.275, Adjusted R-squared: 0.2749
## F-statistic: 4556 on 1 and 12013 DF, p-value: < 2.2e-16
##
##
## Response attacking_volleys :
##
## Call:
## lm(formula = attacking_volleys ~ y_train)
##
## Residuals:
## Min 1Q Median 3Q Max
## -2.86885 -0.79041 -0.00499 0.75706 2.58104
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) -2.367e-16 8.789e-03 0.0 1
## y_train 2.681e-01 8.790e-03 30.5 <2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.9634 on 12013 degrees of freedom
## Multiple R-squared: 0.07186, Adjusted R-squared: 0.07178
## F-statistic: 930.1 on 1 and 12013 DF, p-value: < 2.2e-16
##
##
## Response skill_curve :
##
## Call:
## lm(formula = skill_curve ~ y_train)
##
## Residuals:
## Min 1Q Median 3Q Max
## -2.69628 -0.72287 0.02475 0.73724 2.57116
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) -4.939e-17 8.653e-03 0.00 1
## y_train 3.169e-01 8.653e-03 36.62 <2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.9485 on 12013 degrees of freedom
## Multiple R-squared: 0.1004, Adjusted R-squared: 0.1004
## F-statistic: 1341 on 1 and 12013 DF, p-value: < 2.2e-16reglinmod2$lambda## NULLreglinmod2$dev.ratio #Pseudo valor para R^2: Utilizado a modo comparativo, Se Puede apreciar que baja un poco la capacidad predictiva, pero considerando la remoción de casi la mitad de las variables del modelo se puede ver como una mayor vantaja en terminos de la capacidad y simpleza para explicar el modelo (menos variables, mayor certeza)## NULL#Tests para el modelo final