Analisis Multivariat dan Kovariat Pengaruh Gender dan Kebiasaan Gaya Hidup terhadap Tinggi dan Berat Badan
Firda Zahira Safa - 23031554024 Geonisrina Alsyaifi Salsabila - 23031554080 Mutiara Restu Aulya - 23031554113
2025-05-18
library(FactoMineR)## Warning: package 'FactoMineR' was built under R version 4.4.3library(ggplot2)## Warning: package 'ggplot2' was built under R version 4.4.3library(MASS)## Warning: package 'MASS' was built under R version 4.4.3library(corrplot)## Warning: package 'corrplot' was built under R version 4.4.3## corrplot 0.95 loadedlibrary(biotools)## Warning: package 'biotools' was built under R version 4.4.3## ---
## biotools version 4.3library(car)## Warning: package 'car' was built under R version 4.4.3## Loading required package: carData## Warning: package 'carData' was built under R version 4.4.3library(dplyr)## Warning: package 'dplyr' was built under R version 4.4.3##
## Attaching package: 'dplyr'## The following object is masked from 'package:car':
##
## recode## The following object is masked from 'package:MASS':
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## select## The following objects are masked from 'package:stats':
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## filter, lag## The following objects are masked from 'package:base':
##
## intersect, setdiff, setequal, unionlibrary(psych)## Warning: package 'psych' was built under R version 4.4.3##
## Attaching package: 'psych'## The following object is masked from 'package:car':
##
## logit## The following objects are masked from 'package:ggplot2':
##
## %+%, alphadata <- read.csv("C:/Users/User/Downloads/ObesityDataSet_raw_and_data_sinthetic.csv")head(data) # untuk lihat 6 baris pertama## Gender Age Height Weight family_history_with_overweight FAVC FCVC NCP
## 1 Female 21 1.62 64.0 yes no 2 3
## 2 Female 21 1.52 56.0 yes no 3 3
## 3 Male 23 1.80 77.0 yes no 2 3
## 4 Male 27 1.80 87.0 no no 3 3
## 5 Male 22 1.78 89.8 no no 2 1
## 6 Male 29 1.62 53.0 no yes 2 3
## CAEC SMOKE CH2O SCC FAF TUE CALC MTRANS
## 1 Sometimes no 2 no 0 1 no Public_Transportation
## 2 Sometimes yes 3 yes 3 0 Sometimes Public_Transportation
## 3 Sometimes no 2 no 2 1 Frequently Public_Transportation
## 4 Sometimes no 2 no 2 0 Frequently Walking
## 5 Sometimes no 2 no 0 0 Sometimes Public_Transportation
## 6 Sometimes no 2 no 0 0 Sometimes Automobile
## NObeyesdad
## 1 Normal_Weight
## 2 Normal_Weight
## 3 Normal_Weight
## 4 Overweight_Level_I
## 5 Overweight_Level_II
## 6 Normal_Weight#hapus kolom yang tidak relevan
data <- data[, !(names(data) %in% c("FCFV", "NCP", "CAEC", "SCC", "TUE", "CALC", "MTRANS", "NObeyesdad"))]
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## 2041 Female 25.98226 1.629225 104.83843 yes yes
## 2042 Female 25.47065 1.680218 104.80728 yes yes
## 2043 Female 25.28943 1.686033 104.77216 yes yes
## 2044 Female 25.69607 1.662978 110.93051 yes yes
## 2045 Female 25.56187 1.675185 110.62172 yes yes
## 2046 Female 25.83402 1.624560 110.10589 yes yes
## 2047 Female 25.89555 1.626179 110.07402 yes yes
## 2048 Female 19.03556 1.682594 127.42746 yes yes
## 2049 Female 18.63429 1.669354 126.08830 yes yes
## 2050 Female 20.70088 1.688380 121.88980 yes yes
## 2051 Female 20.74144 1.694439 122.81303 yes yes
## 2052 Female 21.69589 1.755476 133.87050 yes yes
## 2053 Female 21.63598 1.748106 133.25903 yes yes
## 2054 Female 21.23266 1.719913 131.56748 yes yes
## 2055 Female 21.00830 1.723587 131.92971 yes yes
## 2056 Female 25.96295 1.623812 109.99674 yes yes
## 2057 Female 26.00000 1.624099 109.97840 yes yes
## 2058 Female 26.00000 1.632983 111.15781 yes yes
## 2059 Female 26.00000 1.640745 110.91965 yes yes
## 2060 Female 26.00000 1.629727 111.27565 yes yes
## 2061 Female 26.00000 1.624134 111.53121 yes yes
## 2062 Female 25.96479 1.623938 109.98426 yes yes
## 2063 Female 25.99495 1.593321 110.16817 yes yes
## 2064 Female 20.95274 1.730333 132.11649 yes yes
## 2065 Female 20.97817 1.721057 132.05479 yes yes
## 2066 Female 21.67447 1.719780 132.26256 yes yes
## 2067 Female 21.56895 1.699315 133.10761 yes yes
## 2068 Female 23.64794 1.681394 114.47946 yes yes
## 2069 Female 24.19637 1.697421 114.48239 yes yes
## 2070 Female 24.28483 1.650726 113.77420 yes yes
## 2071 Female 24.69311 1.667383 112.98255 yes yes
## 2072 Female 18.86226 1.746277 128.70576 yes yes
## 2073 Female 18.42348 1.735461 126.79817 yes yes
## 2074 Female 20.39408 1.747714 128.14811 yes yes
## 2075 Female 20.21701 1.715820 129.46654 yes yes
## 2076 Female 21.33018 1.747987 147.29619 yes yes
## 2077 Female 19.52894 1.817917 142.55916 yes yes
## 2078 Female 19.36434 1.808350 150.51648 yes yes
## 2079 Female 21.13153 1.739457 150.37757 yes yes
## 2080 Female 19.01287 1.742062 133.77992 yes yes
## 2081 Female 18.46909 1.741925 133.01710 yes yes
## 2082 Female 21.57211 1.751067 133.84506 yes yes
## 2083 Female 21.68012 1.749118 133.95509 yes yes
## 2084 Female 24.46976 1.663341 113.07719 yes yes
## 2085 Female 25.12791 1.668537 112.55546 yes yes
## 2086 Female 25.98637 1.668951 112.24970 yes yes
## 2087 Female 25.95198 1.661712 112.09862 yes yes
## 2088 Female 26.00000 1.633442 111.82182 yes yes
## 2089 Female 26.00000 1.633020 111.86319 yes yes
## 2090 Female 26.00000 1.633887 111.87813 yes yes
## 2091 Female 26.00000 1.643421 111.93998 yes yes
## 2092 Female 26.00000 1.640535 111.55597 yes yes
## 2093 Female 26.00000 1.626483 111.35706 yes yes
## 2094 Female 26.00000 1.645990 111.92249 yes yes
## 2095 Female 26.00000 1.643892 111.88453 yes yes
## 2096 Female 25.97731 1.617817 104.95078 yes yes
## 2097 Female 25.95501 1.626449 104.87960 yes yes
## 2098 Female 25.99672 1.626580 105.03720 yes yes
## 2099 Female 25.99235 1.606474 104.95429 yes yes
## 2100 Female 25.97445 1.628855 108.09001 yes yes
## 2101 Female 25.77756 1.628205 107.37870 yes yes
## 2102 Female 25.72200 1.628470 107.21895 yes yes
## 2103 Female 25.76563 1.627839 108.10736 yes yes
## 2104 Female 21.01685 1.724268 133.03352 yes yes
## 2105 Female 21.68237 1.732383 133.04394 yes yes
## 2106 Female 21.28597 1.726920 131.33579 yes yes
## 2107 Female 20.97684 1.710730 131.40853 yes yes
## 2108 Female 21.98294 1.748584 133.74294 yes yes
## 2109 Female 22.52404 1.752206 133.68935 yes yes
## 2110 Female 24.36194 1.739450 133.34664 yes yes
## 2111 Female 23.66471 1.738836 133.47264 yes yes
## FCVC SMOKE CH2O FAF
## 1 2.000000 no 2.000000 0.000000
## 2 3.000000 yes 3.000000 3.000000
## 3 2.000000 no 2.000000 2.000000
## 4 3.000000 no 2.000000 2.000000
## 5 2.000000 no 2.000000 0.000000
## 6 2.000000 no 2.000000 0.000000
## 7 3.000000 no 2.000000 1.000000
## 8 2.000000 no 2.000000 3.000000
## 9 3.000000 no 2.000000 1.000000
## 10 2.000000 no 2.000000 1.000000
## 11 3.000000 no 3.000000 2.000000
## 12 2.000000 no 2.000000 2.000000
## 13 3.000000 no 3.000000 2.000000
## 14 2.000000 no 2.000000 2.000000
## 15 3.000000 no 1.000000 1.000000
## 16 3.000000 no 2.000000 2.000000
## 17 2.000000 no 1.000000 1.000000
## 18 2.000000 no 2.000000 0.000000
## 19 3.000000 yes 1.000000 0.000000
## 20 2.000000 no 2.000000 0.000000
## 21 2.000000 no 2.000000 3.000000
## 22 3.000000 yes 2.000000 0.000000
## 23 3.000000 no 2.000000 1.000000
## 24 1.000000 no 2.000000 0.000000
## 25 2.000000 no 2.000000 0.000000
## 26 2.000000 yes 2.000000 3.000000
## 27 2.000000 no 2.000000 1.000000
## 28 2.000000 no 2.000000 2.000000
## 29 3.000000 no 2.000000 3.000000
## 30 2.000000 no 2.000000 2.000000
## 31 1.000000 no 3.000000 0.000000
## 32 2.000000 no 1.000000 1.000000
## 33 2.000000 no 3.000000 1.000000
## 34 2.000000 no 2.000000 0.000000
## 35 2.000000 no 2.000000 2.000000
## 36 2.000000 no 2.000000 2.000000
## 37 2.000000 no 1.000000 2.000000
## 38 2.000000 no 1.000000 1.000000
## 39 2.000000 no 2.000000 1.000000
## 40 2.000000 no 3.000000 3.000000
## 41 2.000000 no 2.000000 1.000000
## 42 2.000000 no 2.000000 0.000000
## 43 1.000000 no 1.000000 0.000000
## 44 2.000000 yes 2.000000 1.000000
## 45 1.000000 no 2.000000 2.000000
## 46 2.000000 no 1.000000 0.000000
## 47 1.000000 no 3.000000 2.000000
## 48 1.000000 no 3.000000 2.000000
## 49 3.000000 no 2.000000 1.000000
## 50 2.000000 no 2.000000 0.000000
## 51 3.000000 no 3.000000 0.000000
## 52 2.000000 no 1.000000 0.000000
## 53 3.000000 no 2.000000 2.000000
## 54 3.000000 no 2.000000 2.000000
## 55 3.000000 no 3.000000 2.000000
## 56 2.000000 no 2.000000 0.000000
## 57 2.000000 no 1.000000 0.000000
## 58 2.000000 no 1.000000 0.000000
## 59 3.000000 no 2.000000 1.000000
## 60 2.000000 no 3.000000 2.000000
## 61 2.000000 no 3.000000 3.000000
## 62 2.000000 no 2.000000 3.000000
## 63 2.000000 no 2.000000 0.000000
## 64 2.000000 no 2.000000 0.000000
## 65 2.000000 no 1.000000 1.000000
## 66 1.000000 no 2.000000 0.000000
## 67 1.000000 no 2.000000 0.000000
## 68 2.000000 no 2.000000 0.000000
## 69 1.000000 yes 2.000000 0.000000
## 70 2.000000 no 3.000000 0.000000
## 71 2.000000 no 2.000000 0.000000
## 72 3.000000 no 3.000000 2.000000
## 73 2.000000 no 3.000000 1.000000
## 74 2.000000 no 3.000000 2.000000
## 75 2.000000 no 3.000000 0.000000
## 76 3.000000 no 3.000000 2.000000
## 77 2.000000 no 2.000000 1.000000
## 78 2.000000 no 3.000000 0.000000
## 79 2.000000 no 3.000000 0.000000
## 80 2.000000 no 2.000000 0.000000
## 81 3.000000 no 2.000000 0.000000
## 82 2.000000 no 2.000000 0.000000
## 83 2.000000 no 2.000000 0.000000
## 84 3.000000 no 3.000000 2.000000
## 85 2.000000 no 2.000000 0.000000
## 86 2.000000 no 2.000000 0.000000
## 87 2.000000 no 3.000000 1.000000
## 88 2.000000 no 2.000000 0.000000
## 89 2.000000 no 2.000000 1.000000
## 90 3.000000 no 1.000000 2.000000
## 91 3.000000 no 1.000000 2.000000
## 92 3.000000 no 2.000000 0.000000
## 93 3.000000 no 3.000000 3.000000
## 94 3.000000 no 2.000000 1.000000
## 95 3.000000 no 2.000000 2.000000
## 96 3.000000 no 2.000000 2.000000
## 97 2.000000 no 2.000000 3.000000
## 98 3.000000 no 1.000000 0.000000
## 99 3.000000 no 1.000000 0.000000
## 100 2.000000 no 2.000000 3.000000
## 101 3.000000 no 1.000000 0.000000
## 102 2.000000 no 2.000000 0.000000
## 103 2.000000 no 2.000000 2.000000
## 104 3.000000 no 2.000000 1.000000
## 105 2.000000 no 2.000000 0.000000
## 106 2.000000 no 2.000000 2.000000
## 107 2.000000 no 2.000000 2.000000
## 108 2.000000 no 1.000000 0.000000
## 109 2.000000 no 3.000000 3.000000
## 110 3.000000 no 3.000000 2.000000
## 111 3.000000 no 2.000000 0.000000
## 112 2.000000 no 1.000000 0.000000
## 113 2.000000 no 2.000000 1.000000
## 114 2.000000 no 2.000000 3.000000
## 115 3.000000 no 2.000000 1.000000
## 116 3.000000 no 2.000000 0.000000
## 117 3.000000 no 1.000000 3.000000
## 118 2.000000 no 2.000000 1.000000
## 119 2.000000 no 2.000000 1.000000
## 120 3.000000 yes 3.000000 2.000000
## 121 2.000000 yes 2.000000 0.000000
## 122 1.000000 no 2.000000 0.000000
## 123 3.000000 no 1.000000 1.000000
## 124 3.000000 no 2.000000 1.000000
## 125 3.000000 no 1.000000 0.000000
## 126 2.000000 no 2.000000 0.000000
## 127 2.000000 no 2.000000 1.000000
## 128 3.000000 no 3.000000 1.000000
## 129 3.000000 no 1.000000 0.000000
## 130 3.000000 no 3.000000 1.000000
## 131 2.000000 no 2.000000 1.000000
## 132 2.000000 no 1.000000 1.000000
## 133 3.000000 yes 3.000000 1.000000
## 134 3.000000 no 2.000000 1.000000
## 135 3.000000 no 1.000000 2.000000
## 136 2.000000 no 2.000000 1.000000
## 137 2.000000 no 2.000000 1.000000
## 138 2.000000 yes 3.000000 0.000000
## 139 3.000000 no 3.000000 3.000000
## 140 2.000000 no 2.000000 0.000000
## 141 3.000000 no 3.000000 1.000000
## 142 3.000000 no 2.000000 2.000000
## 143 2.000000 yes 1.000000 1.000000
## 144 3.000000 no 1.000000 0.000000
## 145 2.000000 no 3.000000 2.000000
## 146 2.000000 no 3.000000 1.000000
## 147 3.000000 no 2.000000 2.000000
## 148 3.000000 no 1.000000 0.000000
## 149 3.000000 no 2.000000 0.000000
## 150 3.000000 no 2.000000 2.000000
## 151 2.000000 no 2.000000 2.000000
## 152 3.000000 no 2.000000 2.000000
## 153 2.000000 yes 2.000000 0.000000
## 154 2.000000 no 3.000000 2.000000
## 155 2.000000 no 2.000000 0.000000
## 156 3.000000 no 2.000000 1.000000
## 157 3.000000 no 1.000000 0.000000
## 158 2.000000 no 2.000000 2.000000
## 159 3.000000 no 3.000000 0.000000
## 160 2.000000 no 2.000000 0.000000
## 161 3.000000 yes 1.000000 2.000000
## 162 2.000000 no 2.000000 1.000000
## 163 3.000000 yes 2.000000 2.000000
## 164 3.000000 no 2.000000 3.000000
## 165 3.000000 no 3.000000 2.000000
## 166 2.000000 yes 1.000000 1.000000
## 167 3.000000 no 2.000000 0.000000
## 168 2.000000 no 2.000000 1.000000
## 169 2.000000 no 2.000000 1.000000
## 170 2.000000 no 1.000000 0.000000
## 171 2.000000 no 2.000000 2.000000
## 172 2.000000 no 2.000000 1.000000
## 173 3.000000 no 2.000000 1.000000
## 174 3.000000 no 2.000000 0.000000
## 175 2.000000 no 3.000000 1.000000
## 176 2.000000 no 2.000000 2.000000
## 177 3.000000 no 1.000000 1.000000
## 178 3.000000 no 2.000000 3.000000
## 179 3.000000 yes 2.000000 2.000000
## 180 2.000000 no 3.000000 1.000000
## 181 2.000000 no 2.000000 1.000000
## 182 2.000000 no 1.000000 0.000000
## 183 3.000000 no 2.000000 0.000000
## 184 2.000000 yes 1.000000 0.000000
## 185 2.000000 no 3.000000 1.000000
## 186 3.000000 no 2.000000 1.000000
## 187 2.000000 no 3.000000 1.000000
## 188 2.000000 no 3.000000 3.000000
## 189 3.000000 no 3.000000 3.000000
## 190 2.000000 no 2.000000 1.000000
## 191 2.000000 no 2.000000 1.000000
## 192 3.000000 yes 2.000000 2.000000
## 193 3.000000 no 3.000000 3.000000
## 194 2.000000 no 3.000000 2.000000
## 195 3.000000 no 3.000000 3.000000
## 196 3.000000 no 2.000000 1.000000
## 197 2.000000 no 2.000000 1.000000
## 198 2.000000 no 2.000000 0.000000
## 199 2.000000 no 1.000000 0.000000
## 200 2.000000 no 1.000000 1.000000
## 201 3.000000 yes 3.000000 1.000000
## 202 2.000000 no 1.000000 0.000000
## 203 3.000000 yes 1.000000 0.000000
## 204 2.000000 no 3.000000 1.000000
## 205 2.000000 no 2.000000 3.000000
## 206 2.000000 yes 2.000000 1.000000
## 207 2.000000 no 2.000000 2.000000
## 208 2.000000 no 2.000000 1.000000
## 209 2.000000 no 2.000000 1.000000
## 210 2.000000 no 2.000000 1.000000
## 211 2.000000 no 2.000000 0.000000
## 212 2.000000 no 1.000000 1.000000
## 213 2.000000 no 2.000000 0.000000
## 214 3.000000 no 2.000000 1.000000
## 215 2.000000 no 2.000000 1.000000
## 216 3.000000 no 3.000000 0.000000
## 217 3.000000 no 2.000000 3.000000
## 218 2.000000 no 3.000000 3.000000
## 219 1.000000 no 2.000000 3.000000
## 220 2.000000 no 3.000000 1.000000
## 221 2.000000 no 2.000000 0.000000
## 222 2.000000 no 1.000000 1.000000
## 223 3.000000 no 3.000000 0.000000
## 224 3.000000 no 3.000000 1.000000
## 225 2.000000 no 2.000000 0.000000
## 226 3.000000 no 3.000000 2.000000
## 227 2.000000 no 1.000000 0.000000
## 228 3.000000 no 2.000000 1.000000
## 229 3.000000 no 3.000000 0.000000
## 230 3.000000 no 3.000000 0.000000
## 231 3.000000 no 3.000000 2.000000
## 232 3.000000 yes 3.000000 0.000000
## 233 3.000000 yes 3.000000 2.000000
## 234 3.000000 no 2.000000 1.000000
## 235 2.000000 no 2.000000 2.000000
## 236 2.000000 no 2.000000 2.000000
## 237 1.000000 no 2.000000 3.000000
## 238 3.000000 no 1.000000 1.000000
## 239 3.000000 no 3.000000 1.000000
## 240 3.000000 no 3.000000 3.000000
## 241 2.000000 no 3.000000 1.000000
## 242 3.000000 no 2.000000 3.000000
## 243 1.000000 no 2.000000 0.000000
## 244 2.000000 yes 3.000000 1.000000
## 245 2.000000 no 2.000000 2.000000
## 246 3.000000 yes 2.000000 2.000000
## 247 3.000000 no 3.000000 0.000000
## 248 3.000000 no 1.000000 3.000000
## 249 3.000000 no 3.000000 3.000000
## 250 3.000000 no 2.000000 3.000000
## 251 3.000000 no 2.000000 1.000000
## 252 2.000000 no 3.000000 0.000000
## 253 2.000000 yes 2.000000 1.000000
## 254 2.000000 no 2.000000 0.000000
## 255 3.000000 no 2.000000 0.000000
## 256 1.000000 no 2.000000 3.000000
## 257 2.000000 no 3.000000 1.000000
## 258 2.000000 no 3.000000 1.000000
## 259 3.000000 no 1.000000 1.000000
## 260 1.000000 no 1.000000 0.000000
## 261 2.000000 no 1.000000 1.000000
## 262 2.000000 no 2.000000 2.000000
## 263 2.000000 no 2.000000 1.000000
## 264 2.000000 no 1.000000 3.000000
## 265 3.000000 no 3.000000 1.000000
## 266 1.000000 no 1.000000 2.000000
## 267 3.000000 no 2.000000 0.000000
## 268 3.000000 no 2.000000 0.000000
## 269 2.000000 no 2.000000 0.000000
## 270 2.000000 no 2.000000 0.000000
## 271 2.000000 no 3.000000 0.000000
## 272 2.000000 no 1.000000 0.000000
## 273 2.000000 no 2.000000 2.000000
## 274 2.000000 no 2.000000 0.000000
## 275 2.000000 no 1.000000 2.000000
## 276 3.000000 no 2.000000 0.000000
## 277 2.000000 no 3.000000 1.000000
## 278 2.000000 yes 3.000000 3.000000
## 279 3.000000 no 2.000000 0.000000
## 280 3.000000 no 2.000000 1.000000
## 281 3.000000 yes 2.000000 0.000000
## 282 2.000000 no 2.000000 0.000000
## 283 2.000000 no 1.000000 1.000000
## 284 2.000000 no 3.000000 2.000000
## 285 1.000000 no 2.000000 1.000000
## 286 2.000000 no 1.000000 0.000000
## 287 2.000000 no 1.000000 1.000000
## 288 2.000000 no 3.000000 3.000000
## 289 3.000000 no 1.000000 0.000000
## 290 2.000000 no 3.000000 3.000000
## 291 2.000000 no 2.000000 2.000000
## 292 2.000000 no 2.000000 2.000000
## 293 2.000000 no 1.000000 1.000000
## 294 2.000000 no 2.000000 1.000000
## 295 2.000000 yes 2.000000 1.000000
## 296 2.000000 no 1.000000 0.000000
## 297 3.000000 no 2.000000 2.000000
## 298 2.000000 no 2.000000 2.000000
## 299 2.000000 no 1.000000 0.000000
## 300 3.000000 no 3.000000 1.000000
## 301 2.000000 yes 1.000000 0.000000
## 302 2.000000 no 2.000000 2.000000
## 303 3.000000 no 3.000000 3.000000
## 304 2.000000 no 2.000000 0.000000
## 305 2.000000 no 3.000000 2.000000
## 306 2.000000 yes 2.000000 2.000000
## 307 1.000000 no 2.000000 0.000000
## 308 2.000000 no 1.000000 0.000000
## 309 3.000000 no 3.000000 2.000000
## 310 2.000000 no 1.000000 0.000000
## 311 2.000000 no 2.000000 2.000000
## 312 2.000000 no 2.000000 3.000000
## 313 3.000000 no 1.000000 3.000000
## 314 1.000000 no 2.000000 1.000000
## 315 3.000000 no 1.000000 1.000000
## 316 2.000000 no 2.000000 0.000000
## 317 3.000000 no 1.000000 2.000000
## 318 3.000000 no 2.000000 1.000000
## 319 2.000000 no 1.000000 0.000000
## 320 2.000000 no 1.000000 0.000000
## 321 3.000000 no 2.000000 1.000000
## 322 3.000000 no 1.000000 3.000000
## 323 3.000000 no 2.000000 2.000000
## 324 2.000000 no 2.000000 3.000000
## 325 2.000000 no 1.000000 0.000000
## 326 2.000000 no 1.000000 1.000000
## 327 3.000000 no 2.000000 3.000000
## 328 3.000000 no 1.000000 0.000000
## 329 3.000000 no 3.000000 3.000000
## 330 3.000000 no 1.000000 0.000000
## 331 3.000000 no 1.000000 2.000000
## 332 2.000000 no 2.000000 2.000000
## 333 2.000000 no 2.000000 1.000000
## 334 3.000000 no 3.000000 3.000000
## 335 2.000000 no 2.000000 1.000000
## 336 1.000000 no 1.000000 2.000000
## 337 2.000000 no 2.000000 0.000000
## 338 3.000000 no 2.000000 3.000000
## 339 3.000000 no 2.000000 1.000000
## 340 2.000000 no 1.000000 2.000000
## 341 3.000000 no 2.000000 1.000000
## 342 2.000000 no 1.000000 0.000000
## 343 3.000000 no 2.000000 1.000000
## 344 3.000000 no 2.000000 3.000000
## 345 3.000000 no 2.000000 2.000000
## 346 3.000000 no 2.000000 3.000000
## 347 3.000000 no 1.000000 2.000000
## 348 2.000000 no 3.000000 1.000000
## 349 2.000000 no 2.000000 3.000000
## 350 2.000000 no 3.000000 1.000000
## 351 2.000000 no 1.000000 3.000000
## 352 3.000000 no 2.000000 2.000000
## 353 1.000000 no 1.000000 2.000000
## 354 1.000000 no 2.000000 0.000000
## 355 2.000000 no 2.000000 1.000000
## 356 3.000000 no 1.000000 1.000000
## 357 3.000000 no 2.000000 3.000000
## 358 1.000000 no 1.000000 1.000000
## 359 2.000000 no 1.000000 1.000000
## 360 2.000000 no 2.000000 1.000000
## 361 2.000000 no 1.000000 1.000000
## 362 2.000000 no 2.000000 2.000000
## 363 3.000000 no 2.000000 1.000000
## 364 2.000000 no 2.000000 2.000000
## 365 2.000000 no 2.000000 2.000000
## 366 3.000000 no 2.000000 0.000000
## 367 2.000000 no 2.000000 3.000000
## 368 2.000000 no 2.000000 3.000000
## 369 2.000000 no 2.000000 0.000000
## 370 3.000000 no 2.000000 3.000000
## 371 2.000000 no 1.000000 1.000000
## 372 3.000000 no 2.000000 1.000000
## 373 3.000000 no 1.000000 0.000000
## 374 2.000000 no 2.000000 0.000000
## 375 2.000000 no 2.000000 2.000000
## 376 2.000000 no 3.000000 1.000000
## 377 3.000000 no 1.000000 2.000000
## 378 2.000000 no 2.000000 1.000000
## 379 3.000000 no 1.000000 2.000000
## 380 3.000000 no 2.000000 0.000000
## 381 3.000000 no 3.000000 3.000000
## 382 3.000000 no 1.000000 2.000000
## 383 2.000000 no 1.000000 0.000000
## 384 2.000000 no 2.000000 0.000000
## 385 3.000000 no 1.000000 0.000000
## 386 2.000000 no 2.000000 1.000000
## 387 1.000000 no 1.000000 1.000000
## 388 2.000000 no 1.000000 0.000000
## 389 2.000000 no 3.000000 1.000000
## 390 1.000000 no 2.000000 0.000000
## 391 2.000000 no 3.000000 0.000000
## 392 2.000000 no 2.000000 0.000000
## 393 3.000000 no 3.000000 2.000000
## 394 1.000000 no 2.000000 0.000000
## 395 2.000000 no 1.000000 0.000000
## 396 1.000000 no 2.000000 3.000000
## 397 3.000000 no 1.000000 2.000000
## 398 2.000000 no 3.000000 0.000000
## 399 3.000000 no 1.000000 0.000000
## 400 3.000000 no 1.000000 0.000000
## 401 2.000000 no 2.000000 0.000000
## 402 2.000000 no 2.000000 1.000000
## 403 3.000000 no 2.000000 2.000000
## 404 3.000000 no 3.000000 0.000000
## 405 2.000000 no 2.000000 3.000000
## 406 3.000000 no 2.000000 3.000000
## 407 2.000000 no 2.000000 3.000000
## 408 3.000000 no 1.000000 1.000000
## 409 3.000000 no 2.000000 0.000000
## 410 3.000000 no 3.000000 2.000000
## 411 2.000000 no 2.000000 1.000000
## 412 3.000000 no 2.000000 0.000000
## 413 2.000000 no 2.000000 1.000000
## 414 2.000000 no 2.000000 1.000000
## 415 2.000000 no 2.000000 1.000000
## 416 3.000000 no 3.000000 2.000000
## 417 3.000000 no 1.000000 2.000000
## 418 3.000000 no 2.000000 1.000000
## 419 3.000000 no 2.000000 2.000000
## 420 1.000000 no 1.000000 0.000000
## 421 3.000000 no 2.000000 2.000000
## 422 3.000000 no 2.000000 2.000000
## 423 2.000000 no 2.000000 2.000000
## 424 2.000000 no 1.000000 1.000000
## 425 2.000000 no 1.000000 0.000000
## 426 2.000000 no 2.000000 2.000000
## 427 2.000000 no 3.000000 1.000000
## 428 3.000000 no 2.000000 3.000000
## 429 3.000000 no 1.000000 2.000000
## 430 2.000000 no 1.000000 1.000000
## 431 2.000000 no 1.000000 1.000000
## 432 2.000000 no 2.000000 2.000000
## 433 3.000000 no 1.000000 2.000000
## 434 2.000000 no 1.000000 1.000000
## 435 2.000000 no 2.000000 3.000000
## 436 2.000000 no 3.000000 3.000000
## 437 2.000000 no 1.000000 0.000000
## 438 2.000000 no 2.000000 1.000000
## 439 3.000000 no 2.000000 2.000000
## 440 2.000000 no 2.000000 0.000000
## 441 2.000000 no 1.000000 0.000000
## 442 3.000000 no 1.000000 1.000000
## 443 2.000000 no 2.000000 0.000000
## 444 2.000000 no 2.000000 0.000000
## 445 2.000000 no 2.000000 2.000000
## 446 2.000000 no 1.000000 3.000000
## 447 3.000000 no 2.000000 2.000000
## 448 2.000000 no 2.000000 2.000000
## 449 3.000000 no 1.000000 0.000000
## 450 1.000000 no 2.000000 2.000000
## 451 3.000000 no 2.000000 1.000000
## 452 2.000000 no 2.000000 1.000000
## 453 3.000000 no 2.000000 2.000000
## 454 3.000000 no 1.000000 0.000000
## 455 3.000000 no 1.000000 1.000000
## 456 2.000000 no 1.000000 1.000000
## 457 3.000000 no 2.000000 0.000000
## 458 2.000000 no 1.000000 0.000000
## 459 2.000000 no 1.000000 1.000000
## 460 2.000000 no 3.000000 1.000000
## 461 2.000000 no 1.000000 1.000000
## 462 2.000000 no 2.000000 0.000000
## 463 2.000000 no 2.000000 0.000000
## 464 2.000000 no 1.000000 2.000000
## 465 3.000000 no 2.000000 2.000000
## 466 2.000000 no 1.000000 1.000000
## 467 3.000000 no 1.000000 1.000000
## 468 3.000000 no 1.000000 1.000000
## 469 3.000000 no 1.000000 1.000000
## 470 3.000000 no 2.000000 0.000000
## 471 2.000000 no 2.000000 3.000000
## 472 2.000000 no 2.000000 1.000000
## 473 3.000000 no 2.000000 1.000000
## 474 1.000000 no 1.000000 1.000000
## 475 2.000000 no 1.000000 1.000000
## 476 2.000000 no 1.000000 0.000000
## 477 3.000000 no 2.000000 1.000000
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## 1452 2.000000 no 2.290368 0.001086
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## 1461 2.393837 no 2.014990 0.978815
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## 1467 2.078082 no 2.895614 0.062750
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## 1475 2.663866 no 2.379275 0.256323
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## 1478 2.000000 no 2.325091 0.891444
## 1479 2.000000 no 2.533690 0.917563
## 1480 2.000000 no 3.000000 0.743593
## 1481 2.000000 no 3.000000 0.987591
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## 1483 2.002564 no 1.935398 1.649299
## 1484 2.000000 no 1.618370 0.120165
## 1485 2.000000 no 1.551266 1.350001
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## 1488 2.000000 no 1.440526 0.000000
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## 1490 2.000000 no 2.090413 0.000000
## 1491 2.000000 no 2.806922 0.000000
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## 1494 2.000000 no 2.708168 1.000000
## 1495 2.000000 no 2.530157 1.000000
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## 1497 2.465575 no 2.480555 1.001830
## 1498 2.818502 no 1.991251 1.492967
## 1499 2.081238 no 1.183630 1.171770
## 1500 1.368978 no 1.953152 0.104707
## 1501 1.712848 no 1.162153 0.458981
## 1502 1.330700 no 1.880967 0.322013
## 1503 1.961069 no 2.652327 0.569310
## 1504 2.976509 no 1.022705 1.025690
## 1505 2.319648 no 1.107164 0.692123
## 1506 2.000000 no 2.623344 0.981686
## 1507 2.000000 no 2.000000 0.000000
## 1508 2.000000 no 2.000000 0.000000
## 1509 2.000000 no 2.000000 0.000000
## 1510 1.261288 no 1.166655 0.133398
## 1511 2.765330 no 1.048584 0.192559
## 1512 2.000000 no 3.000000 2.240500
## 1513 2.000000 no 2.151570 1.605983
## 1514 2.317734 no 2.152736 0.000000
## 1515 1.588114 no 2.115967 1.541072
## 1516 2.549782 no 1.000000 1.976582
## 1517 2.795086 no 1.000000 1.989316
## 1518 2.206276 no 1.813082 1.949840
## 1519 2.000000 no 1.984323 0.793262
## 1520 2.183540 no 2.277937 0.681830
## 1521 2.962415 no 2.172649 1.097905
## 1522 2.442536 no 2.174371 0.000000
## 1523 1.991240 no 2.000000 0.000000
## 1524 3.000000 no 3.000000 0.691369
## 1525 2.408561 no 2.851904 1.320065
## 1526 2.758394 yes 2.174248 1.079524
## 1527 2.956297 yes 1.275100 0.901924
## 1528 1.369529 no 2.000000 1.596576
## 1529 1.392665 no 2.000000 1.097983
## 1530 2.000000 no 1.725226 0.356288
## 1531 2.630401 no 1.000000 0.245354
## 1532 3.000000 no 2.054072 0.835271
## 1533 3.000000 no 1.645338 1.025438
## 1534 3.000000 no 1.000000 1.543386
## 1535 2.869778 no 1.656082 0.000000
## 1536 1.868212 no 2.023328 0.000000
## 1537 1.108663 no 2.000000 1.230219
## 1538 2.907744 no 1.000000 1.999750
## 1539 2.958010 no 1.000000 1.999886
## 1540 2.197261 no 1.111840 0.906843
## 1541 2.048962 no 2.822871 1.066169
## 1542 2.139196 no 2.048430 0.368026
## 1543 2.729890 no 2.030084 0.592607
## 1544 2.000000 no 2.000000 1.399183
## 1545 1.994679 no 2.000000 0.966617
## 1546 2.403421 no 2.490613 2.000000
## 1547 3.000000 no 3.000000 1.110215
## 1548 2.758394 no 2.161303 0.428173
## 1549 2.964319 no 2.377257 0.614959
## 1550 1.617093 no 2.000000 1.818052
## 1551 1.631144 no 2.000000 1.593183
## 1552 2.317459 no 1.000000 1.628637
## 1553 2.501224 no 1.000000 1.746583
## 1554 3.000000 no 1.555534 0.348839
## 1555 3.000000 no 1.340117 0.428259
## 1556 3.000000 no 1.000000 1.191020
## 1557 2.983042 no 1.430444 0.000000
## 1558 2.323351 no 2.165048 0.000000
## 1559 1.428289 no 2.117733 0.485322
## 1560 1.992889 no 2.141271 1.121038
## 1561 1.562804 no 2.075493 1.553734
## 1562 1.794825 no 1.972016 0.668963
## 1563 2.305349 no 1.021610 0.908981
## 1564 2.576449 no 1.000000 1.982379
## 1565 2.754645 no 1.541733 0.358709
## 1566 2.633855 no 1.619305 1.847802
## 1567 2.200588 no 1.295697 1.058378
## 1568 2.499108 no 2.040952 0.838739
## 1569 2.056870 no 2.358088 0.093418
## 1570 2.247795 no 2.816015 0.712726
## 1571 2.239634 no 2.684264 0.979306
## 1572 2.092830 no 2.077704 0.598655
## 1573 2.967300 no 2.530035 1.045107
## 1574 2.225731 no 2.154326 1.266866
## 1575 2.178308 no 2.165804 1.420675
## 1576 2.065752 no 2.078297 0.000000
## 1577 2.263245 no 2.092509 0.000000
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## 1579 2.744994 no 2.478838 0.684487
## 1580 2.630137 no 1.970508 1.304291
## 1581 2.113843 no 2.316069 1.804157
## 1582 2.821727 no 2.173279 1.096556
## 1583 2.312528 no 2.208068 1.076720
## 1584 2.938801 yes 1.478994 0.946763
## 1585 2.050619 yes 1.515183 0.849811
## 1586 1.457758 no 2.020249 1.556709
## 1587 2.193310 no 2.089983 1.360994
## 1588 2.028571 no 2.530428 1.312570
## 1589 1.455602 no 2.363307 1.144683
## 1590 2.177896 no 1.745095 0.656548
## 1591 2.252382 no 1.879381 0.919388
## 1592 2.668949 no 1.279443 0.112430
## 1593 2.723953 no 1.000000 1.622055
## 1594 3.000000 no 2.738485 0.992253
## 1595 2.736298 no 2.045561 0.854957
## 1596 2.722161 no 2.375707 1.299469
## 1597 2.971574 no 1.962646 1.583832
## 1598 2.871016 no 1.016585 0.236168
## 1599 2.964050 no 1.000000 1.699181
## 1600 2.653721 no 1.368457 0.218356
## 1601 2.859097 no 1.530508 0.174475
## 1602 1.572036 no 2.003563 0.000000
## 1603 1.387489 no 2.017712 0.000000
## 1604 2.941929 no 1.014135 1.958694
## 1605 2.973569 no 1.003063 1.981154
## 1606 2.041376 no 1.120213 1.055450
## 1607 2.024720 no 1.800335 1.196368
## 1608 2.133964 no 2.008361 0.202029
## 1609 2.702457 no 2.005194 0.325313
## 1610 1.760038 no 2.003531 1.089061
## 1611 1.996646 no 2.000000 1.600536
## 1612 2.644094 no 2.740525 2.000000
## 1613 2.475892 no 2.949356 1.866839
## 1614 2.941627 no 2.318134 0.582686
## 1615 2.998441 no 2.462916 0.554646
## 1616 2.397284 no 1.983973 1.859667
## 1617 2.382705 no 1.999278 1.686229
## 1618 2.176317 no 1.015672 0.941410
## 1619 2.000000 no 1.142644 0.514225
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## 1621 3.000000 no 1.179254 0.178856
## 1622 2.877743 no 1.000463 0.182249
## 1623 3.000000 no 1.000000 0.883171
## 1624 2.303041 no 2.065817 0.000000
## 1625 2.323003 no 2.155558 0.000000
## 1626 1.999530 no 2.111908 1.453042
## 1627 1.585183 no 2.101841 1.543961
## 1628 2.281963 no 1.000000 1.330519
## 1629 2.561638 no 1.000000 1.980401
## 1630 2.600217 no 1.000000 1.985536
## 1631 2.791660 no 1.254589 0.652736
## 1632 2.088680 no 1.520215 1.857351
## 1633 2.206119 no 1.483856 1.113169
## 1634 2.328469 no 2.001208 0.800487
## 1635 2.002784 no 2.292906 1.034031
## 1636 1.975675 no 2.357969 0.704236
## 1637 2.002076 no 2.338373 0.897562
## 1638 2.218599 no 2.104337 0.766007
## 1639 2.967300 no 2.530035 0.955317
## 1640 2.392179 no 2.164670 1.079934
## 1641 2.381164 no 2.170225 1.211048
## 1642 2.008245 no 2.040137 0.000000
## 1643 2.155182 no 2.049079 0.000000
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## 1646 2.630137 no 2.960088 1.356468
## 1647 2.195964 no 2.514872 1.664722
## 1648 2.619987 no 2.194746 1.076926
## 1649 2.918113 no 2.240463 1.076248
## 1650 2.889485 yes 1.279771 0.941424
## 1651 2.939727 yes 1.344122 0.923428
## 1652 1.264234 no 2.000000 1.333435
## 1653 1.517912 no 2.038958 1.590255
## 1654 2.233720 no 2.028368 0.863158
## 1655 1.475906 no 2.019430 1.046878
## 1656 2.032883 no 1.726109 0.477855
## 1657 2.046651 no 1.732072 0.584272
## 1658 2.667229 no 1.225958 0.206954
## 1659 2.819934 no 1.000000 1.393020
## 1660 3.000000 no 1.693362 0.769709
## 1661 2.954417 no 2.104696 0.870056
## 1662 2.826251 no 1.842173 1.284798
## 1663 3.000000 no 2.011023 0.916478
## 1664 2.958410 no 1.000000 1.930033
## 1665 2.935157 no 1.000000 1.089891
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## 1667 2.869833 no 1.533682 0.167943
## 1668 1.878251 no 2.022933 0.000000
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## 1672 2.826036 no 1.000000 1.996487
## 1673 2.955300 no 1.000000 1.738267
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## 1675 2.772027 no 1.000000 0.858554
## 1676 2.499626 yes 1.125338 0.945220
## 1677 2.108638 yes 1.014876 0.987521
## 1678 2.467548 no 2.660290 0.994422
## 1679 2.585942 no 2.302506 0.597863
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## 1681 2.938616 no 2.060390 0.371508
## 1682 2.535154 no 1.892400 0.693732
## 1683 2.611222 no 1.796376 0.641954
## 1684 1.800122 no 2.000000 1.689525
## 1685 1.482722 no 2.000000 1.112504
## 1686 1.735664 no 2.041536 1.392406
## 1687 1.655684 no 2.000000 0.976425
## 1688 2.598207 no 2.006167 1.520010
## 1689 2.225149 no 2.357978 1.943743
## 1690 3.000000 no 3.000000 1.685369
## 1691 3.000000 no 3.000000 1.467863
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## 1693 2.111887 no 2.357373 0.425621
## 1694 2.970983 no 2.828861 0.454944
## 1695 2.907542 no 2.284494 0.647632
## 1696 1.451337 no 2.000000 1.384607
## 1697 1.537505 no 2.000000 1.631912
## 1698 1.893428 no 2.000000 1.917383
## 1699 2.007845 no 1.968796 1.587406
## 1700 2.487781 no 1.000000 1.860765
## 1701 2.541785 no 1.000000 1.668961
## 1702 2.813775 no 1.000000 1.979355
## 1703 2.562687 no 1.458545 1.167856
## 1704 3.000000 no 1.560064 0.796770
## 1705 2.922511 no 1.809531 0.478595
## 1706 3.000000 no 1.591597 0.932783
## 1707 2.836055 no 1.711666 0.937320
## 1708 2.880759 no 1.013780 1.001090
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## 1711 2.997524 no 1.238057 1.129300
## 1712 2.320201 no 2.164784 0.000000
## 1713 2.181057 no 2.085540 0.000000
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## 1715 1.397468 no 2.018970 0.665439
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## 1717 2.100177 no 2.099687 1.281165
## 1718 2.075321 no 2.144838 1.501754
## 1719 1.626369 no 2.109697 1.352973
## 1720 1.263216 no 1.981782 0.482625
## 1721 1.067909 no 1.984590 0.054238
## 1722 2.310751 no 1.006643 1.158040
## 1723 2.294259 no 1.870290 0.917014
## 1724 2.576490 no 1.381070 1.928275
## 1725 2.679664 no 1.000000 1.987296
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## 1727 2.654792 no 1.345407 0.327418
## 1728 2.731368 yes 1.486824 1.485978
## 1729 2.222590 yes 1.591909 1.392026
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## 1741 2.145114 no 2.038128 0.852344
## 1742 2.997951 no 2.715856 0.739881
## 1743 2.911312 no 2.501808 0.946760
## 1744 2.159033 no 2.116399 1.331526
## 1745 2.175276 no 2.128176 1.306476
## 1746 2.219650 no 2.165408 1.315045
## 1747 2.203962 no 2.156870 1.289421
## 1748 1.947495 no 2.042073 0.000000
## 1749 2.262292 no 2.115354 0.000000
## 1750 2.219186 no 2.092326 0.545919
## 1751 2.314175 no 2.151809 0.000000
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## 1753 2.637202 no 2.966647 1.159598
## 1754 2.974006 no 2.565828 0.690269
## 1755 2.347942 no 2.730663 0.689371
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## 1757 2.739000 no 1.824561 1.094839
## 1758 2.591292 no 2.310830 1.485240
## 1759 2.611847 no 2.364849 1.141708
## 1760 2.766612 no 2.173417 1.089344
## 1761 2.777165 no 2.106861 0.925941
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## 1763 2.571274 no 2.224164 1.018158
## 1764 2.496190 yes 1.662117 0.992371
## 1765 2.151335 yes 1.491169 0.883542
## 1766 2.016950 no 1.834120 0.797209
## 1767 2.927187 no 1.508796 0.902776
## 1768 1.412566 no 2.002495 1.592795
## 1769 1.289315 no 2.007348 1.376217
## 1770 1.624366 no 2.081719 1.538922
## 1771 1.528331 no 2.079353 1.522429
## 1772 2.037042 no 2.436990 1.016254
## 1773 2.191108 no 2.444917 1.055854
## 1774 1.431346 no 2.098959 1.110868
## 1775 1.841990 no 2.503244 1.226019
## 1776 2.136830 no 1.885926 0.615298
## 1777 2.499388 no 1.959777 0.608100
## 1778 2.230742 no 1.831187 0.756277
## 1779 2.240757 no 1.895876 0.822186
## 1780 2.996186 no 1.270166 0.073065
## 1781 2.649406 no 1.153286 0.216908
## 1782 2.525884 no 1.000000 1.670360
## 1783 2.736647 no 1.000000 1.977918
## 1784 2.684335 no 2.732331 1.156024
## 1785 3.000000 no 2.628816 0.975384
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## 1787 1.469384 no 2.067741 1.082236
## 1788 2.906269 no 2.435489 1.266739
## 1789 2.808027 no 2.640483 1.280191
## 1790 2.636719 no 1.967591 1.525384
## 1791 2.996717 no 2.626309 1.194898
## 1792 2.880483 no 1.006378 1.076729
## 1793 2.885693 no 1.011849 0.503105
## 1794 2.913452 no 1.000000 1.889937
## 1795 2.919526 no 1.175714 0.958555
## 1796 2.724121 no 1.590418 0.029603
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## 1799 2.680375 no 1.366238 0.181324
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## 1803 3.000000 no 2.181811 1.995582
## 1804 3.000000 no 2.774014 0.000000
## 1805 3.000000 no 1.031354 0.000000
## 1806 3.000000 no 1.666160 0.210351
## 1807 3.000000 no 1.471664 0.143955
## 1808 3.000000 no 1.347559 0.462951
## 1809 3.000000 no 1.338241 1.926280
## 1810 3.000000 no 2.679137 0.000000
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## 1814 3.000000 no 1.705218 0.390937
## 1815 3.000000 no 2.374958 0.750111
## 1816 3.000000 no 2.869234 1.465931
## 1817 3.000000 no 2.987406 0.389260
## 1818 3.000000 no 2.737091 0.000000
## 1819 3.000000 no 2.623489 0.000000
## 1820 3.000000 no 2.612758 0.246290
## 1821 3.000000 no 2.687378 0.000000
## 1822 3.000000 no 1.852692 1.463610
## 1823 3.000000 no 2.865590 0.973864
## 1824 3.000000 no 1.003563 0.008127
## 1825 3.000000 no 1.077253 0.162083
## 1826 3.000000 no 2.714949 1.999773
## 1827 3.000000 no 2.154949 1.999897
## 1828 3.000000 no 2.893117 0.000000
## 1829 3.000000 no 2.709140 0.000000
## 1830 3.000000 no 1.570188 0.210351
## 1831 3.000000 no 1.412049 0.143955
## 1832 3.000000 no 1.156350 0.786828
## 1833 3.000000 no 1.154698 1.718360
## 1834 3.000000 no 2.691584 0.000000
## 1835 3.000000 no 2.709654 0.000000
## 1836 3.000000 no 1.485736 1.950374
## 1837 3.000000 no 2.874336 1.624981
## 1838 3.000000 no 2.641489 0.481555
## 1839 3.000000 no 2.417122 0.952725
## 1840 3.000000 no 2.900857 1.508897
## 1841 3.000000 no 2.953110 1.445148
## 1842 3.000000 no 2.617988 0.000000
## 1843 3.000000 no 2.550570 0.000000
## 1844 3.000000 no 2.653531 0.190061
## 1845 3.000000 no 1.698767 0.000000
## 1846 3.000000 no 2.848370 1.206059
## 1847 3.000000 no 2.835622 1.419473
## 1848 3.000000 no 1.050564 0.026033
## 1849 3.000000 no 1.068493 0.112122
## 1850 3.000000 no 2.613928 0.000000
## 1851 3.000000 no 1.239833 0.162279
## 1852 3.000000 no 2.861533 1.704640
## 1853 3.000000 no 2.832659 1.505775
## 1854 3.000000 no 2.418488 1.995070
## 1855 3.000000 no 2.304716 0.826660
## 1856 3.000000 no 2.763005 0.000000
## 1857 3.000000 no 2.652616 0.000000
## 1858 3.000000 no 2.553198 0.000000
## 1859 3.000000 no 2.180566 0.000000
## 1860 3.000000 no 2.209790 0.114698
## 1861 3.000000 no 1.444379 0.224482
## 1862 3.000000 no 1.604075 0.029728
## 1863 3.000000 no 1.528258 0.015860
## 1864 3.000000 no 1.228838 0.792553
## 1865 3.000000 no 1.615548 1.376534
## 1866 3.000000 no 1.945950 1.493018
## 1867 3.000000 no 1.709556 1.592494
## 1868 3.000000 no 2.507461 0.000000
## 1869 3.000000 no 2.644135 0.000000
## 1870 3.000000 no 2.605685 0.000000
## 1871 3.000000 no 2.217348 0.001015
## 1872 3.000000 no 1.657541 1.672639
## 1873 3.000000 no 1.817899 1.577824
## 1874 3.000000 no 2.509535 0.334264
## 1875 3.000000 no 2.578038 0.165422
## 1876 3.000000 no 2.501638 1.546179
## 1877 3.000000 no 2.250711 0.642350
## 1878 3.000000 no 2.366510 1.247505
## 1879 3.000000 no 2.309409 1.682910
## 1880 3.000000 no 2.436261 1.464674
## 1881 3.000000 no 2.833566 1.413239
## 1882 3.000000 no 2.724099 0.336795
## 1883 3.000000 no 2.989389 0.360090
## 1884 3.000000 no 2.559750 0.000000
## 1885 3.000000 no 2.635454 0.000000
## 1886 3.000000 no 2.625537 0.000000
## 1887 3.000000 no 2.884077 0.000000
## 1888 3.000000 no 1.919473 0.027101
## 1889 3.000000 no 2.310076 0.071150
## 1890 3.000000 no 2.686824 0.000000
## 1891 3.000000 no 1.621300 0.090917
## 1892 3.000000 no 1.517215 1.486289
## 1893 3.000000 no 1.796956 1.684582
## 1894 3.000000 no 2.085553 1.271651
## 1895 3.000000 no 2.837797 1.343875
## 1896 3.000000 no 1.000544 0.001297
## 1897 3.000000 no 1.005864 0.020060
## 1898 3.000000 no 2.319559 1.970730
## 1899 3.000000 no 2.069257 1.986646
## 1900 3.000000 no 2.956548 0.000000
## 1901 3.000000 no 2.777557 0.000000
## 1902 3.000000 no 1.295436 0.282063
## 1903 3.000000 no 1.241378 0.259427
## 1904 3.000000 no 1.313834 0.912334
## 1905 3.000000 no 1.124366 0.877067
## 1906 3.000000 no 2.673754 0.000000
## 1907 3.000000 no 2.704850 0.000000
## 1908 3.000000 no 1.607531 1.963379
## 1909 3.000000 no 2.748909 1.989171
## 1910 3.000000 no 2.351207 0.246831
## 1911 3.000000 no 2.404049 0.427905
## 1912 3.000000 no 2.923792 1.536555
## 1913 3.000000 no 2.955075 1.460460
## 1914 3.000000 no 2.554007 0.000000
## 1915 3.000000 no 2.511399 0.000000
## 1916 3.000000 no 2.653563 0.000000
## 1917 3.000000 no 2.588107 0.000000
## 1918 3.000000 no 2.325020 1.441791
## 1919 3.000000 no 2.836791 1.467820
## 1920 3.000000 no 1.019684 0.026033
## 1921 3.000000 no 1.032834 0.045250
## 1922 3.000000 no 1.653049 0.139159
## 1923 3.000000 no 1.204055 0.094851
## 1924 3.000000 no 2.691591 1.168368
## 1925 3.000000 no 2.531456 1.980738
## 1926 3.000000 no 2.226081 1.881761
## 1927 3.000000 no 2.164718 1.999631
## 1928 3.000000 no 2.770732 0.000000
## 1929 3.000000 no 2.814517 0.000000
## 1930 3.000000 no 1.626467 0.010183
## 1931 3.000000 no 1.480750 0.098043
## 1932 3.000000 no 1.526416 0.180158
## 1933 3.000000 no 1.482002 0.204108
## 1934 3.000000 no 1.610472 0.029728
## 1935 3.000000 no 1.530992 0.015860
## 1936 3.000000 no 1.484938 0.742250
## 1937 3.000000 no 1.910390 0.217455
## 1938 3.000000 no 1.411365 1.564618
## 1939 3.000000 no 2.417520 1.556155
## 1940 3.000000 no 2.688229 0.000000
## 1941 3.000000 no 2.695094 0.000000
## 1942 3.000000 no 2.618198 0.000000
## 1943 3.000000 no 2.555189 0.000000
## 1944 3.000000 no 1.419136 1.700889
## 1945 3.000000 no 1.422483 1.708971
## 1946 3.000000 no 2.426094 0.294763
## 1947 3.000000 no 2.495961 0.189831
## 1948 3.000000 no 1.797041 1.427413
## 1949 3.000000 no 1.768111 0.616503
## 1950 3.000000 no 2.365188 1.256115
## 1951 3.000000 no 2.299156 1.699056
## 1952 3.000000 no 2.684819 1.465250
## 1953 3.000000 no 2.841740 1.429256
## 1954 3.000000 no 2.796894 0.382189
## 1955 3.000000 no 2.987718 0.387074
## 1956 3.000000 no 2.675567 0.000000
## 1957 3.000000 no 2.770125 0.000000
## 1958 3.000000 no 2.621877 0.000000
## 1959 3.000000 no 2.720050 0.000000
## 1960 3.000000 no 2.436097 0.129178
## 1961 3.000000 no 2.535629 0.152713
## 1962 3.000000 no 2.678779 0.000000
## 1963 3.000000 no 2.569713 0.000000
## 1964 3.000000 no 1.759352 1.469928
## 1965 3.000000 no 1.837184 1.525165
## 1966 3.000000 no 2.856795 1.046463
## 1967 3.000000 no 2.846259 1.295759
## 1968 3.000000 no 1.067716 0.030541
## 1969 3.000000 no 1.029241 0.075776
## 1970 3.000000 no 1.074412 0.006265
## 1971 3.000000 no 1.030501 0.065820
## 1972 3.000000 no 2.699675 1.520818
## 1973 3.000000 no 2.830247 1.783138
## 1974 3.000000 no 2.305521 1.956278
## 1975 3.000000 no 2.155926 1.999836
## 1976 3.000000 no 2.784303 0.000000
## 1977 3.000000 no 2.786417 0.000000
## 1978 3.000000 no 2.707201 0.000000
## 1979 3.000000 no 2.709428 0.000000
## 1980 3.000000 no 1.525127 0.220825
## 1981 3.000000 no 1.554925 0.209586
## 1982 3.000000 no 1.170515 0.264831
## 1983 3.000000 no 1.436616 0.167086
## 1984 3.000000 no 1.242832 0.530925
## 1985 3.000000 no 1.542490 0.627700
## 1986 3.000000 no 1.205548 1.723934
## 1987 3.000000 no 1.301657 1.718543
## 1988 3.000000 no 2.704315 0.000000
## 1989 3.000000 no 2.639816 0.000000
## 1990 3.000000 no 2.708927 0.000000
## 1991 3.000000 no 2.704827 0.000000
## 1992 3.000000 no 1.395400 1.931173
## 1993 3.000000 no 2.611654 1.618512
## 1994 3.000000 no 2.868167 1.483720
## 1995 3.000000 no 2.247979 1.609938
## 1996 3.000000 no 2.702789 1.606109
## 1997 3.000000 no 1.663213 1.094035
## 1998 3.000000 no 2.414739 1.917014
## 1999 3.000000 no 2.351193 1.051889
## 2000 3.000000 no 2.896088 1.612741
## 2001 3.000000 no 2.862408 1.456933
## 2002 3.000000 no 2.887659 1.480919
## 2003 3.000000 no 2.893062 1.408177
## 2004 3.000000 no 2.619517 0.000000
## 2005 3.000000 no 2.682804 0.000000
## 2006 3.000000 no 2.552388 0.000000
## 2007 3.000000 no 2.617401 0.000000
## 2008 3.000000 no 2.654636 0.069238
## 2009 3.000000 no 2.569364 0.159255
## 2010 3.000000 no 1.322004 0.000000
## 2011 3.000000 no 1.292479 0.000000
## 2012 3.000000 no 2.839069 1.231031
## 2013 3.000000 no 2.843782 1.302507
## 2014 3.000000 no 2.858389 1.444382
## 2015 3.000000 no 2.864933 1.501647
## 2016 3.000000 no 1.031701 0.034650
## 2017 3.000000 no 1.000536 0.005939
## 2018 3.000000 no 1.020313 0.108386
## 2019 3.000000 no 1.063422 0.051097
## 2020 3.000000 no 2.451260 0.043689
## 2021 3.000000 no 2.613504 0.067985
## 2022 3.000000 no 1.042989 0.097114
## 2023 3.000000 no 1.237557 0.083675
## 2024 3.000000 no 2.833770 0.806422
## 2025 3.000000 no 2.816052 1.571865
## 2026 3.000000 no 2.682909 1.318743
## 2027 3.000000 no 2.640539 1.879818
## 2028 3.000000 no 2.472903 1.998047
## 2029 3.000000 no 2.372058 1.324805
## 2030 3.000000 no 2.387991 0.850715
## 2031 3.000000 no 2.322003 0.886602
## 2032 3.000000 no 2.737353 0.000000
## 2033 3.000000 no 2.739351 0.000000
## 2034 3.000000 no 2.632498 0.000000
## 2035 3.000000 no 2.632253 0.000000
## 2036 3.000000 no 2.577210 0.000000
## 2037 3.000000 no 2.419153 0.019404
## 2038 3.000000 no 2.609052 0.000000
## 2039 3.000000 no 2.476002 0.000000
## 2040 3.000000 no 2.225139 0.035928
## 2041 3.000000 no 2.556068 0.016820
## 2042 3.000000 no 1.423073 0.197993
## 2043 3.000000 no 1.299194 0.234303
## 2044 3.000000 no 1.679489 0.017804
## 2045 3.000000 no 1.495830 0.109327
## 2046 3.000000 no 1.817860 0.011161
## 2047 3.000000 no 1.967707 0.014370
## 2048 3.000000 no 1.441289 1.425712
## 2049 3.000000 no 1.144539 0.922014
## 2050 3.000000 no 1.353167 1.093679
## 2051 3.000000 no 1.409444 0.933595
## 2052 3.000000 no 1.959287 1.433151
## 2053 3.000000 no 1.931163 1.562213
## 2054 3.000000 no 1.651462 1.655993
## 2055 3.000000 no 1.683448 1.645532
## 2056 3.000000 no 2.395387 0.000272
## 2057 3.000000 no 2.523793 0.000000
## 2058 3.000000 no 2.638896 0.000000
## 2059 3.000000 no 2.666178 0.000000
## 2060 3.000000 no 2.495851 0.000000
## 2061 3.000000 no 2.609188 0.000000
## 2062 3.000000 no 2.471721 0.000096
## 2063 3.000000 no 2.447306 0.000454
## 2064 3.000000 no 1.674061 1.683497
## 2065 3.000000 no 1.678791 1.682490
## 2066 3.000000 no 1.777805 1.584716
## 2067 3.000000 no 1.733306 1.773304
## 2068 3.000000 no 2.435978 0.232742
## 2069 3.000000 no 2.909675 0.360908
## 2070 3.000000 no 2.751370 0.324913
## 2071 3.000000 no 2.887909 0.312923
## 2072 3.000000 no 2.411582 0.985287
## 2073 3.000000 no 2.386390 1.544632
## 2074 3.000000 no 2.232601 0.554323
## 2075 3.000000 no 1.755907 1.488090
## 2076 3.000000 no 2.336349 1.416400
## 2077 3.000000 no 2.562002 1.976427
## 2078 3.000000 no 2.305574 1.734424
## 2079 3.000000 no 2.319912 1.582675
## 2080 3.000000 no 2.701960 1.465909
## 2081 3.000000 no 2.474518 1.560261
## 2082 3.000000 no 2.748569 1.427037
## 2083 3.000000 no 2.827773 1.412357
## 2084 3.000000 no 2.632224 0.300964
## 2085 3.000000 no 2.868679 0.115369
## 2086 3.000000 no 2.930137 0.043101
## 2087 3.000000 no 2.961899 0.259424
## 2088 3.000000 no 2.550672 0.000000
## 2089 3.000000 no 2.584305 0.000000
## 2090 3.000000 no 2.621976 0.000000
## 2091 3.000000 no 2.722276 0.000000
## 2092 3.000000 no 2.634342 0.000000
## 2093 3.000000 no 2.619390 0.000000
## 2094 3.000000 no 2.786780 0.000000
## 2095 3.000000 no 2.768141 0.000000
## 2096 3.000000 no 1.716590 0.001272
## 2097 3.000000 no 2.094901 0.070890
## 2098 3.000000 no 2.347322 0.008013
## 2099 3.000000 no 2.331123 0.063383
## 2100 3.000000 no 1.757105 0.085119
## 2101 3.000000 no 2.506631 0.025787
## 2102 3.000000 no 2.487070 0.067329
## 2103 3.000000 no 2.320068 0.045246
## 2104 3.000000 no 1.650612 1.537639
## 2105 3.000000 no 1.610768 1.510398
## 2106 3.000000 no 1.796267 1.728332
## 2107 3.000000 no 1.728139 1.676269
## 2108 3.000000 no 2.005130 1.341390
## 2109 3.000000 no 2.054193 1.414209
## 2110 3.000000 no 2.852339 1.139107
## 2111 3.000000 no 2.863513 1.026452#EDA
str(data)## 'data.frame': 2111 obs. of 10 variables:
## $ Gender : chr "Female" "Female" "Male" "Male" ...
## $ Age : num 21 21 23 27 22 29 23 22 24 22 ...
## $ Height : num 1.62 1.52 1.8 1.8 1.78 1.62 1.5 1.64 1.78 1.72 ...
## $ Weight : num 64 56 77 87 89.8 53 55 53 64 68 ...
## $ family_history_with_overweight: chr "yes" "yes" "yes" "no" ...
## $ FAVC : chr "no" "no" "no" "no" ...
## $ FCVC : num 2 3 2 3 2 2 3 2 3 2 ...
## $ SMOKE : chr "no" "yes" "no" "no" ...
## $ CH2O : num 2 3 2 2 2 2 2 2 2 2 ...
## $ FAF : num 0 3 2 2 0 0 1 3 1 1 ...sum(is.null(data)) #cek missing value ## [1] 0sum(duplicated(data)) #cek duplikat## [1] 24#Ubah tipe variabel
data$Gender <- as.factor(data$Gender)
data$FAVC <- as.factor(data$FAVC)
data$family_history_with_overweight <- as.factor(data$family_history_with_overweight)
data$SMOKE <- as.factor(data$SMOKE)str(data)## 'data.frame': 2111 obs. of 10 variables:
## $ Gender : Factor w/ 2 levels "Female","Male": 1 1 2 2 2 2 1 2 2 2 ...
## $ Age : num 21 21 23 27 22 29 23 22 24 22 ...
## $ Height : num 1.62 1.52 1.8 1.8 1.78 1.62 1.5 1.64 1.78 1.72 ...
## $ Weight : num 64 56 77 87 89.8 53 55 53 64 68 ...
## $ family_history_with_overweight: Factor w/ 2 levels "no","yes": 2 2 2 1 1 1 2 1 2 2 ...
## $ FAVC : Factor w/ 2 levels "no","yes": 1 1 1 1 1 2 2 1 2 2 ...
## $ FCVC : num 2 3 2 3 2 2 3 2 3 2 ...
## $ SMOKE : Factor w/ 2 levels "no","yes": 1 2 1 1 1 1 1 1 1 1 ...
## $ CH2O : num 2 3 2 2 2 2 2 2 2 2 ...
## $ FAF : num 0 3 2 2 0 0 1 3 1 1 ...#Normalisasi Variabel Numerik
data_numeric <- scale(data[, c("Weight", "FAF", "Age", "Height", "CH2O")])
data_numeric## Weight FAF Age Height CH2O
## [1,] -0.8623538628 -1.187757684 -0.5220007043 -0.8753819310 -0.0130701672
## [2,] -1.1678002964 2.339195873 -0.5220007043 -1.9471379254 1.6183750871
## [3,] -0.3660034083 1.163544687 -0.2068399733 1.0537788589 -0.0130701672
## [4,] 0.0158046336 1.163544687 0.4234814886 1.0537788589 -0.0130701672
## [5,] 0.1227108854 -1.187757684 -0.3644203388 0.8394276600 -0.0130701672
## [6,] -1.2823427090 -1.187757684 0.7386422196 -0.8753819310 -0.0130701672
## [7,] -1.2059811006 -0.012106498 -0.2068399733 -2.1614891243 -0.0130701672
## [8,] -1.2823427090 2.339195873 -0.3644203388 -0.6610307321 -0.0130701672
## [9,] -0.8623538628 -0.012106498 -0.0492596078 0.8394276600 -0.0130701672
## [10,] -0.7096306461 -0.012106498 -0.3644203388 0.1963740634 -0.0130701672
## [11,] 0.7030591091 1.163544687 0.2659011231 1.5896568561 1.6183750871
## [12,] -0.2514609957 1.163544687 -0.5220007043 0.1963740634 -0.0130701672
## [13,] -1.1678002964 1.163544687 -0.3644203388 -0.5538551327 1.6183750871
## [14,] 0.4739742839 1.163544687 2.6296066056 1.0537788589 -0.0130701672
## [15,] -1.0150770796 -0.012106498 -0.2068399733 0.7322520606 -1.6445154214
## [16,] -0.7859922544 1.163544687 -0.3644203388 -0.0179771355 -0.0130701672
## [17,] 0.5885166965 -0.012106498 0.4234814886 2.4470616517 -1.6445154214
## [18,] -0.3278226041 -1.187757684 0.7386422196 -1.8399623260 -0.0130701672
## [19,] -0.1750993873 -1.187757684 0.8962225851 0.0891984640 -1.6445154214
## [20,] -0.6332690377 -1.187757684 -0.2068399733 -0.5538551327 -0.0130701672
## [21,] -0.2514609957 2.339195873 -0.3644203388 -0.5538551327 -0.0130701672
## [22,] 0.0158046336 -1.187757684 4.3629906260 -0.1251527349 -0.0130701672
## [23,] -1.0150770796 -0.012106498 -0.3644203388 -0.5538551327 -0.0130701672
## [24,] -0.1750993873 -1.187757684 -0.3644203388 -1.0897331299 -0.0130701672
## [25,] -0.7096306461 -1.187757684 -0.5220007043 1.5896568561 -0.0130701672
## [26,] -1.3968851215 2.339195873 -0.6795810698 -1.0897331299 -0.0130701672
## [27,] -0.8241730586 -0.012106498 -0.5220007043 -0.0179771355 -0.0130701672
## [28,] -1.3205235131 1.163544687 -0.2068399733 -1.0897331299 -0.0130701672
## [29,] -0.4041842125 2.339195873 -0.8371614353 0.5179008617 -0.0130701672
## [30,] -0.6332690377 1.163544687 -0.2068399733 -0.2323283344 -0.0130701672
## [31,] -0.1369185832 -1.187757684 0.7386422196 0.7322520606 1.6183750871
## [32,] -0.7096306461 -0.012106498 1.0538029506 -1.3040843288 -1.6445154214
## [33,] -0.4041842125 -0.012106498 -0.0492596078 0.7322520606 1.6183750871
## [34,] 0.1303470462 -1.187757684 2.3144458746 0.9466032595 -0.0130701672
## [35,] -0.9387154712 1.163544687 -0.3644203388 -0.5538551327 -0.0130701672
## [36,] -0.8241730586 1.163544687 -0.5220007043 -2.1614891243 -0.0130701672
## [37,] -1.4350659257 1.163544687 -0.3644203388 -1.5184355276 -1.6445154214
## [38,] -1.4732467299 -0.012106498 -0.5220007043 -1.0897331299 -1.6445154214
## [39,] -0.7478114502 -0.012106498 -0.2068399733 -0.5538551327 -0.0130701672
## [40,] 0.0539854378 2.339195873 -0.5220007043 0.5179008617 1.6183750871
## [41,] -0.4423650167 -0.012106498 -0.5220007043 -0.3395039338 -0.0130701672
## [42,] -1.0150770796 -1.187757684 -0.2068399733 -0.2323283344 -0.0130701672
## [43,] -0.8623538628 -1.187757684 -0.5220007043 -0.4466795332 -1.6445154214
## [44,] -0.9387154712 -0.012106498 -0.5220007043 -0.4466795332 -0.0130701672
## [45,] -0.2514609957 1.163544687 -0.5220007043 1.1609544584 -0.0130701672
## [46,] -0.8241730586 -1.187757684 -0.5220007043 -1.8399623260 -1.6445154214
## [47,] -0.5569074293 1.163544687 -0.5220007043 1.2681300578 1.6183750871
## [48,] -0.5569074293 1.163544687 -0.5220007043 0.5179008617 1.6183750871
## [49,] -1.0150770796 -0.012106498 -0.6795810698 -0.4466795332 -0.0130701672
## [50,] -1.3968851215 -1.187757684 -0.5220007043 -1.6256111271 -0.0130701672
## [51,] -1.2250715027 -1.187757684 -0.5220007043 -0.9825575304 1.6183750871
## [52,] -1.6259699467 -1.187757684 -0.6795810698 -2.1614891243 -1.6445154214
## [53,] -1.3205235131 1.163544687 -0.2068399733 -0.6610307321 -0.0130701672
## [54,] -1.2059811006 1.163544687 -0.2068399733 -0.7682063316 -0.0130701672
## [55,] -1.2059811006 1.163544687 -0.3644203388 -1.0897331299 1.6183750871
## [56,] -0.9387154712 -1.187757684 -0.2068399733 -0.2323283344 -0.0130701672
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## [349,] -0.2514609957 2.339195873 -0.9947418008 1.2681300578 -0.0130701672
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## [425,] -0.4041842125 -1.187757684 1.3689636816 0.4107252623 -1.6445154214
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## [873,] 0.0189837965 0.298567557 -0.1489745722 1.6241995518 -1.1080391212
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## [879,] -0.6342003820 -0.229003561 -0.8625019339 -0.8236053989 0.5225838846
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## [885,] -0.2514609957 2.196253148 -0.8395063887 0.6156128557 1.0493171937
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## [887,] -0.0530628847 0.904485246 -0.7617540303 1.0977101371 0.1142005086
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## [893,] -1.1197259295 -1.075463010 -1.1388884402 -1.7797510742 -0.4844371187
## [894,] 0.0170416153 0.762292586 0.2321671064 1.2557834288 -0.3439908911
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## [896,] -0.6332690377 -0.111215069 -0.5160892345 -0.6975561764 1.4253375903
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## [902,] 0.0781774062 0.640164766 -0.7991754276 1.6626541569 -0.5987231216
## [903,] 0.0133170015 2.144476294 2.3049040683 0.3927304791 -1.4322986542
## [904,] -0.2165491556 -1.013023000 2.4665856204 0.4031479474 -1.0691878839
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## [908,] -0.2514609957 1.968968031 -0.8615047653 0.5551015123 1.0399951155
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## [912,] -0.7073817203 -0.079050428 -0.4319769325 -1.0799372801 0.9923650713
## [913,] -0.6749572833 -0.271118914 -0.4959094929 -0.8995071584 0.0514290210
## [914,] -0.6766039450 -0.015395970 -0.5220007043 -0.9803175604 1.5255409578
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## [924,] -0.6332690377 -0.012106498 -0.5220007043 -0.8753819310 1.6183750871
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## [927,] -0.2717154160 2.060226779 -0.5953376610 0.6076282736 1.0699827108
## [928,] -0.0573358894 2.015068841 -0.6840468974 1.2957063395 0.9138468742
## [929,] -0.0490207975 1.234571654 -0.7383585462 1.2189257401 0.5730200146
## [930,] -0.4423650167 0.578906285 -0.3755475612 -0.0388870949 1.2326573800
## [931,] -0.7182627914 0.199031049 -0.5205136184 -1.0167465467 1.6183750871
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## [1056,] 0.4327523787 -0.012106498 1.3689636816 1.5896568561 -1.4528793360
## [1057,] 0.0554164544 -1.187757684 0.0944527400 0.8955983917 -0.0130701672
## [1058,] -0.0101626277 -1.187757684 0.0208393874 0.1839952817 1.1191169475
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## [1061,] -0.3581501896 -0.394959658 1.5709314420 -0.3037823065 -0.4722094365
## [1062,] -0.1567644306 -0.012106498 -0.1462701779 0.2562530708 -0.7858645753
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## [1064,] -0.2641248049 -1.187757684 3.2599280676 -0.2757022994 -1.6445154214
## [1065,] 0.1228060319 -1.187757684 -0.3506495483 0.9062837990 -0.0130701672
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## [1072,] -0.7446378236 -0.065646829 -0.5466836200 -1.9363346250 -0.2577918496
## [1073,] 0.0264910589 2.339195873 -0.7672526396 0.4614514735 1.3338983467
## [1074,] -0.8188121683 1.065672902 -0.6020393963 -1.8482898700 -1.3052107003
## [1075,] 0.1296475739 -1.187757684 -0.2156094783 1.0510137285 -0.0130701672
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## [1077,] -0.0321608798 -1.187757684 -0.0383960174 0.0561026389 1.2061121342
## [1078,] -0.2514609957 -1.187757684 -0.0920100579 -0.4090716154 0.2113351276
## [1079,] 0.0576531622 -1.187757684 0.7726825726 0.5421761350 -0.0130701672
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## [1082,] -0.1211089812 -0.012106498 -1.0827357800 -0.0179771355 -0.1611189296
## [1083,] -0.3332239661 0.994390819 -0.8172834601 -0.7275439091 0.7585447061
## [1084,] 0.3551195786 -0.098693208 -0.0299419884 1.6620968438 -0.0130701672
## [1085,] 0.1303470462 -1.187757684 -0.2068399733 0.7786590952 -1.6407761489
## [1086,] -0.3278226041 0.477053744 0.7109386459 -0.0179771355 0.2268730122
## [1087,] -0.0828349013 1.145298581 1.5587867233 0.1911117415 1.2969836349
## [1088,] -0.3278226041 -0.570538460 0.6075036819 -0.4659497060 -0.1252450799
## [1089,] -0.2135393247 -0.012106498 4.8574590609 -0.4764636323 -0.0130701672
## [1090,] -0.0711627622 1.163544687 1.6794548336 0.1250808547 1.6183750871
## [1091,] -0.2369685170 0.765652598 -0.5240754074 -0.2625732885 -0.0130701672
## [1092,] -0.3574289924 -1.187757684 2.2164397118 -0.2532275762 -1.5959016157
## [1093,] -0.1777754799 0.446585568 -0.3346675900 0.1719594619 -0.4647211028
## [1094,] -1.0105720120 -1.187757684 -0.5090186035 -2.3063476645 -1.6445154214
## [1095,] -0.8492785028 -1.102973248 0.1545236360 -2.1252744892 -0.6007053276
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## [1097,] -0.2789933264 -1.187757684 2.3412391066 -0.1427938386 1.6094266099
## [1098,] -0.3622245396 -0.361818051 1.5335136691 -0.3844426626 -0.2278515663
## [1099,] 0.3987294259 -0.012106498 1.3976633208 1.4657725807 1.6183750871
## [1100,] -0.4389119830 -0.361464180 -0.7076310052 -0.5170831845 1.1418739773
## [1101,] -0.3278226041 -1.187757684 -0.8135707091 -0.0199277314 0.7211927670
## [1102,] 0.0769274431 -0.164791845 3.4950157541 0.1759785468 -0.7177974164
## [1103,] -0.0962607993 -0.012106498 -1.0113217766 0.3184363536 1.3442988101
## [1104,] -0.2637578873 -1.058231490 -0.8553068144 -0.0215460829 -1.5023088644
## [1105,] -0.3034897103 -1.187757684 2.2174042612 -0.0327030628 0.8078698219
## [1106,] 0.3955227347 0.853805275 -0.2579465951 1.3084816710 0.7528428049
## [1107,] -0.1368558903 1.516571577 1.3767041867 0.0757157736 0.6479457694
## [1108,] -0.2135332157 -1.187757684 2.0316163799 -0.3666300780 -0.5815505289
## [1109,] -0.4828646175 2.213309496 -0.8328410544 -1.2167683679 -0.0130701672
## [1110,] 0.2207728974 -0.012106498 2.0768846491 1.4291506784 1.2377164917
## [1111,] -0.1170602505 -0.046598929 0.0543649253 0.0763373920 0.4424521881
## [1112,] -0.2608948616 -1.179469343 -0.9928952741 -0.2217072324 -0.0370328351
## [1113,] 0.4200729154 1.083399371 0.4785944336 1.4317979157 -0.1042761141
## [1114,] -0.0007983654 1.211530066 -0.9947418008 0.4409380638 -0.0130701672
## [1115,] -0.0692106922 0.235645530 1.3704268153 0.4235005937 0.0455868155
## [1116,] -0.0193026158 -0.012106498 -0.9947418008 0.6220862619 0.7259516928
## [1117,] 0.2395538441 -1.148085335 0.9087298963 1.1675564753 -0.6287156112
## [1118,] 0.0742988474 -1.187757684 0.1139802565 0.6583116146 -0.0130701672
## [1119,] -0.5645442774 0.462706097 -0.9634901476 -1.6970115114 -0.0130701672
## [1120,] -0.2729216240 -0.596077131 1.7560324305 -0.5344349141 -1.2835075841
## [1121,] -0.0774406409 -0.649030812 -0.0797058678 0.3302578222 0.6620430878
## [1122,] -0.0330367093 -0.393885113 2.3763070411 0.0500686526 0.7092930053
## [1123,] 0.1176483398 -0.638067864 -0.4614490307 0.8467048833 -0.0130701672
## [1124,] 0.1178866644 -0.302579339 -0.2493214338 0.6110043050 0.2624874621
## [1125,] -0.2514609957 2.160215912 -0.4895974538 0.0310342662 -0.0130701672
## [1126,] -0.2512392034 1.794416749 -0.4694588406 0.1593448938 -0.0130701672
## [1127,] 0.5049940110 -0.012106498 1.3354149794 2.1666045430 0.3074615134
## [1128,] -0.1219905378 -0.708064960 1.3075101755 0.4379264294 -0.1441910537
## [1129,] -0.1249238163 -0.141471628 0.8997835862 0.4936684587 -0.2665233446
## [1130,] -0.2514609957 1.481622994 -0.5026107555 0.1646179333 -0.0130701672
## [1131,] -0.2514609957 -1.015032188 -0.2084400444 -0.5538551327 -0.0130701672
## [1132,] -0.8129792486 0.313022188 0.0011903765 -1.3263661359 -0.0189694732
## [1133,] -0.1261427384 -0.146562198 2.0426667031 0.4756200877 0.4204488859
## [1134,] 0.1990000648 -0.088268709 1.5420143419 1.4948171682 -1.2212304244
## [1135,] -0.8357705543 0.672625671 -0.5217986863 -1.9685944804 -0.0130701672
## [1136,] -0.9045710271 -0.856369831 -0.3707330083 -2.3406438563 -0.2844855569
## [1137,] 0.0486947620 1.640815570 -0.7118426556 0.6140588095 1.6175512072
## [1138,] -0.6163635321 0.159247013 -0.8229755781 -1.4923489867 -0.0745397614
## [1139,] -0.7297411629 1.076994423 -0.5502934711 -1.6570564480 -1.3784087545
## [1140,] 0.1302985184 -1.187757684 -0.3507020225 0.9727005180 -1.3114150866
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## [1149,] -0.3262442860 -0.181432012 0.2986989549 -0.0179771355 0.2571053242
## [1150,] -0.1260083038 -0.012106498 -1.0437403124 0.1277709622 -0.5667598462
## [1151,] -0.3479360990 -1.055634477 -0.8117957239 -0.4174420297 1.6183750871
## [1152,] 0.3576002236 0.326187130 0.1804342603 1.4546048833 -0.0130701672
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## [1157,] -0.0815020858 0.188721764 1.5947241863 -0.0715970879 0.9767113541
## [1158,] -0.3112333501 -1.142131837 0.1828554826 -0.1368241577 0.7324007959
## [1159,] -0.2361769907 -0.012106498 4.8392763353 -0.3031285353 -0.0130701672
## [1160,] -0.0605569748 1.133748984 1.6285042165 0.7268825631 1.5832419135
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## [1171,] -0.3218650623 -1.187757684 2.1722130488 -0.0506228231 0.2577888997
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## [1175,] 0.4456984585 0.372558340 1.2059313506 1.4900692891 0.8993400630
## [1176,] 0.4135118115 -0.012106498 1.3982202099 1.4396860398 1.6183750871
## [1177,] -0.5649948490 0.733413891 -0.8779451249 -1.5528496126 -0.0130701672
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## [1181,] -0.0605569748 -0.012106498 -0.9952131237 0.4391696664 1.5795940019
## [1182,] -0.0604468613 -0.012106498 -0.9991877733 0.5654975454 1.3657196863
## [1183,] -0.2212671194 1.058414431 -0.6113933668 0.1893219090 -0.3231100233
## [1184,] -0.3495215951 0.737215947 1.5193635826 -0.2081816718 -0.0132626777
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## [1189,] -0.4991065407 0.604410862 -0.8362592877 -1.0897438474 0.2883687096
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## [1191,] 0.1874547623 -0.484203340 1.1390146908 1.3548565529 0.0442000870
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## [1196,] 0.4771615411 1.044673420 0.4234814886 1.4287434111 -1.0957331297
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## [1200,] 0.0503971677 0.086145023 1.2494526839 0.6032233564 -0.2495416310
## [1201,] 0.4706243384 0.024047127 1.1582494230 1.5785641816 0.8599602374
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## [1206,] -0.3524333014 -0.050934730 1.5051536156 -0.2398413439 -0.2192995303
## [1207,] -0.1549689401 -0.012106498 -0.0796440963 0.2947291110 -0.0217657704
## [1208,] -0.0046280910 -0.477359874 2.4067581861 0.1872962901 -0.1010213808
## [1209,] -0.2356542573 -0.426173197 3.3893436216 -0.1538114902 -1.6009085212
## [1210,] 0.7030591091 0.841335143 0.2548304721 0.7584993649 0.0604574390
## [1211,] 0.7302522033 1.163544687 0.2726357928 1.4515825314 0.8175752897
## [1212,] 0.6218296391 1.163544687 0.9831694428 0.8863384199 -0.3863481042
## [1213,] 0.5801206995 2.337997885 2.4341399807 0.9734721823 0.8094001175
## [1214,] -0.3189134571 -1.187757684 1.1146927918 -1.5551003002 -0.8200139874
## [1215,] -0.2380494919 -1.187757684 0.2196174061 -1.2446340237 -0.0130701672
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## [1217,] -0.1775277629 -1.187757684 2.8369933972 -1.2618249899 -0.2630826266
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## [1220,] 0.4324284146 0.351527116 -0.0367281869 0.3404073515 1.3633394077
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## [1224,] -0.3557659893 -1.187757684 2.0554291369 -1.5238050252 -0.6158435081
## [1225,] 0.3212510672 1.950265772 -0.2455029463 0.3489599643 0.4555592192
## [1226,] 0.4286545475 2.339195873 -0.1669869534 0.7945746717 1.6183750871
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## [1229,] 0.8175562774 0.878712621 0.2650175700 0.5534938783 -0.3768971419
## [1230,] -0.3375518366 -1.187757684 2.6014808740 -1.5931797907 -0.9819610320
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## [1232,] -0.2514609957 0.832093349 2.1498328550 -1.5114905488 -0.8948483812
## [1233,] 0.1303470462 1.101125839 1.1035342109 -0.3035786729 0.5562732291
## [1234,] 0.2902928112 -1.187757684 -0.2601721026 -0.4432070438 -0.0130701672
## [1235,] 0.4528721735 0.634140729 2.5221032317 0.9071412038 1.0967889877
## [1236,] 0.3350646912 2.339195873 -0.1492208703 0.6003296153 1.6183750871
## [1237,] 0.4625189354 1.985176734 -0.4083427141 0.1123805461 0.3229700320
## [1238,] 0.5445182832 1.225289888 1.7455005467 0.8394276600 1.6183750871
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## [1241,] -0.1311475546 -0.770941137 -0.2068399733 -0.3909589391 1.2551811131
## [1242,] -0.2514609957 0.727885979 2.6219782977 -1.7100440643 -1.0362946847
## [1243,] -0.2671311614 -1.187757684 2.3358191299 -2.0771740802 -1.6445154214
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## [1250,] 1.0762703612 -0.012106498 -0.9666888714 1.6408867927 0.2482367878
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## [1252,] 0.2582085651 -0.129831506 -0.9525581673 0.0500043473 -1.6445154214
## [1253,] 0.7083308473 -0.814649497 -0.2068399733 0.9617686068 0.0426436883
## [1254,] 0.7600023423 -0.423308135 -0.2068399733 0.5577273145 0.1190850557
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## [1256,] 0.7427086525 -1.187757684 -0.4424316018 1.2667046223 1.1538243138
## [1257,] 0.8542780022 -0.012106498 -0.9947418008 0.9591856749 0.4423053580
## [1258,] 0.8459318693 -0.012106498 -0.9947418008 1.2780973886 0.7978641681
## [1259,] -0.1750993873 -1.187757684 -0.7674064380 -0.7916563527 -1.4527227173
## [1260,] -0.1750993873 -1.187757684 -0.2281104862 -0.7455065396 -0.1571855151
## [1261,] 0.7030892338 -0.012106498 -0.3725235940 0.7707709710 1.5569854336
## [1262,] 1.2208102480 -0.326962345 -0.4881812790 2.4515201566 1.6183750871
## [1263,] 1.1571474224 -0.041277931 -0.3206352161 2.6336115000 1.6183750871
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## [1266,] 0.4046942220 -1.187757684 -1.0461287580 0.3942738078 -0.0130701672
## [1267,] -0.3992289550 -1.187757684 2.0819440819 -1.4336060407 0.1549295393
## [1268,] -0.3993691549 -1.187757684 3.0252392170 -1.2232096214 0.1369151208
## [1269,] 0.8326831302 -0.012106498 -0.9947418008 1.2722563184 0.1410671490
## [1270,] 0.8269321084 -0.012106498 -0.9947418008 0.9705998762 1.5202387607
## [1271,] 0.8462944724 -0.156364777 0.8184231101 1.3428314506 0.5710492288
## [1272,] -0.0131104912 0.206579906 -0.9947418008 -0.3388823153 -0.0863987370
## [1273,] 0.1787254468 -0.783318393 0.0662953348 -0.6676434666 -1.6445154214
## [1274,] 0.1300290383 -0.731288774 0.7386422196 -0.2010759296 0.1707447696
## [1275,] -0.0799086863 -0.012106498 -0.9947418008 -0.9898347536 -1.5601126012
## [1276,] 0.3734357122 -1.187757684 -0.5065523132 -0.1204691612 -0.0130701672
## [1277,] 0.4817897037 -1.187757684 -0.8230430225 -0.0162194556 -0.0130701672
## [1278,] -0.1655606389 -0.899719617 -0.9454719358 -1.0818021355 -1.2850574571
## [1279,] 0.6932051781 0.909437089 -0.9537584569 1.0735849097 1.6183750871
## [1280,] 0.7040444793 1.163544687 0.2665777732 1.5334003840 1.4960640049
## [1281,] 0.7428489287 0.944071773 0.2650731959 1.1781239894 1.3869888381
## [1282,] 0.5360010239 1.164990738 1.9562053505 0.9200344284 1.3773355765
## [1283,] 0.5146852537 1.164204228 2.2037076910 0.9370539136 0.2882691914
## [1284,] -0.3266625567 -1.187757684 0.9219724775 -1.8039084543 -0.3411260732
## [1285,] -0.2624001016 -1.181403290 0.7024048812 -1.2948886623 -0.0130701672
## [1286,] 0.0020542370 -1.187757684 2.8403361495 -0.5925455241 -0.4665091668
## [1287,] -0.1759109967 -1.187757684 3.6197429771 -0.6204540502 -0.2947375589
## [1288,] -0.1592743222 -0.896156218 -0.2826696938 -0.7216706863 0.2080754999
## [1289,] -0.1750993873 -1.187757684 -0.2326335155 -1.0372921091 -0.0130701672
## [1290,] 0.3132552050 -0.418510303 -0.2068399733 -0.5006853178 -0.8441071709
## [1291,] 0.3212510672 0.945895208 -0.2106965952 0.0033079386 0.0216306734
## [1292,] 0.0974813536 -0.443632793 -0.2508917221 -0.5538551327 1.6183750871
## [1293,] 0.1303470462 -0.478089954 -0.0669765259 -0.4681682409 1.6183750871
## [1294,] -0.1511218423 -0.740266046 -0.2068399733 -0.7179624105 0.3707795352
## [1295,] -0.0797245021 -0.187209162 -0.2068399733 -0.7878409014 0.0042166268
## [1296,] -0.2643778291 -1.187757684 2.1803205586 -1.5419284190 -1.1962366831
## [1297,] -0.2514609957 0.336515226 2.1514179559 -1.5163027332 -0.1865074807
## [1298,] 0.3336324147 2.339195873 -0.2428294379 0.5220164047 1.6183750871
## [1299,] 0.3315251016 2.339195873 -0.2726501038 0.5509216639 1.6183750871
## [1300,] 0.0588169895 0.412930202 -0.5207320248 -0.5538551327 1.6183750871
## [1301,] 0.0416207371 0.109231285 -0.2712862457 -0.5537265220 1.3804467426
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## [1303,] -0.0298669007 1.624455208 -1.1658991330 -0.7164190819 -1.2706354810
## [1304,] 0.8406136651 1.006034469 0.8077869082 0.7336024732 -1.3781591434
## [1305,] 0.8451639770 1.098564095 0.8775179533 0.6056669601 -1.2021033602
## [1306,] -0.3524589971 -1.187757684 3.0380547554 -1.1415525322 0.1783734076
## [1307,] -0.2707947623 -1.187757684 2.6285317499 -1.4353101327 1.5408912262
## [1308,] 0.2692609534 -0.652582454 -0.2169096739 0.0122999714 -0.4271358670
## [1309,] 0.2612768508 -0.043302403 -0.2068399733 0.3642003346 -1.2377846994
## [1310,] -0.2514609957 -0.975815991 2.0935107959 -0.7788167159 -1.0976680237
## [1311,] -0.2514609957 -1.187757684 2.0831282983 -0.9248434701 -0.6063843885
## [1312,] 0.1303470462 1.153628070 1.1530870902 -0.3212304941 0.1566882373
## [1313,] 0.1301107834 -0.508144301 1.1548247289 -0.2688216260 0.0545728160
## [1314,] 0.3428013821 -1.187757684 -0.3845143567 -0.0179985706 -0.0130701672
## [1315,] 0.2866662838 -1.187757684 -0.3904378027 0.2262224679 -0.0130701672
## [1316,] 0.1523366695 0.522497365 1.8454822946 -0.3323553213 0.7211927670
## [1317,] 0.4366245231 0.293107833 2.4179066818 0.9465175190 1.2689260394
## [1318,] 0.4147842250 1.741544188 -0.0201244165 0.7197553857 1.5755153888
## [1319,] 0.4292776964 1.668984172 -0.1694458375 0.6358797616 1.6000555883
## [1320,] 0.5986710723 1.998654400 1.7348829393 0.8394276600 1.6183750871
## [1321,] 0.7127705494 0.060796807 1.1149412960 1.1632587338 1.0627358309
## [1322,] -0.1386445082 1.263651386 -0.2068399733 -0.9989661147 1.2404100078
## [1323,] -0.1330585038 0.095435018 -0.2068399733 -0.7643801627 1.3562328322
## [1324,] -0.1381427743 -0.075049687 -0.2573517292 -0.7868548859 0.4266043289
## [1325,] -0.1571400916 -0.849132522 -0.2886416745 -1.0290503055 0.5922204938
## [1326,] -0.2111095746 -1.187757684 2.6932473272 -1.4329844222 -0.8072593484
## [1327,] -0.2514609957 -1.187757684 2.5827691511 -1.6427270703 -1.1123950800
## [1328,] 0.1303470462 0.284712508 0.7999786435 -0.2124472607 1.2484220354
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## [1330,] -0.3278226041 -0.157768505 -0.1321208793 -1.3350044892 -0.0130701672
## [1331,] -0.2854789850 -0.185578533 0.0007890193 -1.2317300816 -0.0130701672
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## [1333,] 0.4904153964 0.669102244 -0.9870329693 0.2112071664 -0.0130701672
## [1334,] -0.1750993873 -1.187757684 -0.2265023786 -0.8285783467 -0.0130701672
## [1335,] -0.1750993873 -1.187757684 -0.2250055227 -0.8455120914 -0.0130701672
## [1336,] 1.0037437473 -0.012106498 -0.8797765239 1.6478853593 0.9234985043
## [1337,] 1.2064270809 -0.260656794 -0.5202477803 1.6573382472 1.6183750871
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## [1340,] 0.7614303425 -0.840731318 -0.2068399733 1.0474126283 0.6645391991
## [1341,] 0.7430922932 -1.187757684 -0.3674384756 1.2667903628 1.2027513570
## [1342,] 0.7046701100 -0.871741470 -0.5193746275 0.9484466798 -1.6018645481
## [1343,] 0.7030696470 -0.777019254 -0.4073798981 0.8799614718 0.5712808940
## [1344,] 0.8637091954 -0.012106498 -0.9947418008 0.8812904492 0.7021521694
## [1345,] 0.8632477803 -0.012106498 -0.9947418008 1.5276879245 0.2991900859
## [1346,] -0.1750993873 -1.187757684 -0.7691399796 -0.7503937469 -1.6412606881
## [1347,] -0.1627305631 -0.445257543 -0.9685333496 -0.5586458820 -0.2138766063
## [1348,] 0.7030860647 -0.012106498 -0.3089481107 0.5683912866 1.0107742996
## [1349,] 0.7030628126 -0.012106498 -0.2904598367 0.6520311244 0.1570308408
## [1350,] 1.3390741436 -0.012106498 -0.7544793327 2.5834426019 1.6183750871
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## [1354,] 0.4471198535 -1.187757684 -0.8317985027 0.0152258652 -0.0130701672
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## [1356,] -0.4366247237 -1.187757684 2.2431040430 -1.8777738774 -1.5067529212
## [1357,] -0.3796360935 -1.187757684 2.2646180175 -2.1401290273 -1.6445154214
## [1358,] 0.8333747373 -0.012106498 -0.9947418008 0.8866063589 1.0568234733
## [1359,] 0.8254112906 -0.012106498 -0.9947418008 0.9754013431 1.5646418062
## [1360,] 0.8714983849 0.263563719 0.8367839016 1.2043820113 -0.3454657176
## [1361,] 0.8786699235 0.895207007 1.0216975270 0.9403977923 -1.3509498995
## [1362,] 0.1305015257 0.402502176 -0.9947418008 -0.1583343005 -0.0176463711
## [1363,] 0.1876061492 -0.067479669 -0.9778662043 0.0169513924 -0.9267415044
## [1364,] 0.1203664313 0.555040566 1.1066070280 -0.3845391207 -1.0601774118
## [1365,] 0.0940046859 -1.174215358 0.7386422196 -0.3747647060 -1.3295828610
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## [1367,] -0.0644614202 -0.012106498 -0.9947418008 -0.5598676838 -1.5803784141
## [1368,] 0.4347090685 -1.187757684 -0.5098109176 0.0034794195 -0.0130701672
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## [1372,] 0.7128923080 1.421470801 -0.6135813702 1.4467810645 1.2814897993
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## [1374,] 0.7080972953 1.035289373 0.2710092483 1.3156302835 0.1673856239
## [1375,] 0.7213596649 0.924627678 0.2588668932 1.3794212003 0.7704754652
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## [1377,] 0.7336097850 0.183126840 0.2534109882 1.3083744954 0.2340872631
## [1378,] 0.7106708342 1.163544687 0.8385032610 1.4272000825 -0.2041988730
## [1379,] 0.6561490658 1.297559517 1.3525181219 0.8812368614 0.9661852694
## [1380,] 0.6490845098 2.339099470 2.2747839997 0.8615808565 1.0347630706
## [1381,] 0.3710332996 1.358031488 2.4225217379 0.8504881819 1.4941503196
## [1382,] -0.3412730905 -1.187757684 1.4047041692 -1.5404815484 -0.8181590341
## [1383,] -0.3111794388 -1.187757684 0.3005790463 -1.5156703972 -0.3261004624
## [1384,] -0.2237342866 -1.187757684 -0.1926238607 -1.1263228795 -0.0130701672
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## [1389,] -0.2481574398 -1.187757684 2.4167070225 -1.3813472184 -0.8805145032
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## [1392,] -0.1508102106 -0.315291656 -0.2375968242 -0.9491294610 1.5816936720
## [1393,] -0.1594380415 -0.900018232 -0.2293545832 -0.8018594698 0.0234007915
## [1394,] 0.4342623913 1.742437683 -0.1916566324 0.2840758564 0.5811152460
## [1395,] 0.4526361779 1.441687299 -0.2359267875 0.3324227693 0.5198169535
## [1396,] 0.0589274466 0.367109197 -0.5187482456 -0.5538551327 1.6183750871
## [1397,] 0.0550141432 0.871578769 -0.5217709522 -0.5538551327 1.6183750871
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## [1400,] -0.0914404728 1.294476960 -0.2068399733 -0.9712183520 0.8350219652
## [1401,] -0.0935943665 -0.267909386 -0.2068399733 -0.5566845685 1.2541125165
## [1402,] -0.3449907936 -1.187757684 2.3348195976 -1.8116358150 -1.3394416846
## [1403,] -0.3964426345 0.382744182 2.0687850183 -1.9011274406 -0.6598582696
## [1404,] 0.3212510672 0.023396992 -0.2116672903 -0.0004646425 0.2046771995
## [1405,] 0.3114726578 1.084054208 -0.2485470838 0.2383976159 0.2857273997
## [1406,] 0.3624276136 2.339195873 -0.1556720529 0.7267217997 1.6183750871
## [1407,] 0.4297764141 2.339195873 -0.1015547007 0.8117334852 1.6183750871
## [1408,] 0.0585342606 0.224673177 -0.3808925296 -0.6121586588 1.6183750871
## [1409,] 0.0570084793 0.304342356 -0.4601031368 -0.6487162557 1.6183750871
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## [1412,] 0.7585116491 1.059024594 0.2677807417 0.8099650878 -0.1576504770
## [1413,] 0.8007878409 -0.974079554 0.2181126712 1.2112841199 1.4053719632
## [1414,] -0.3430383037 -1.187757684 2.5455080131 -1.5290994998 -0.7107234698
## [1415,] -0.3398789948 -1.187757684 2.2270120936 -1.5610056757 -0.9256533305
## [1416,] 0.1763454846 -0.102938485 0.0252856750 -0.5136535653 -1.6357594547
## [1417,] 0.1711262068 -0.575256349 -0.1313304562 -0.2304956316 -1.5690545526
## [1418,] -0.2514609957 0.750753570 2.2194978739 -1.5972310283 -0.9925425859
## [1419,] -0.2514609957 -0.765541371 2.1528445309 -1.5161312522 -0.7188888533
## [1420,] 0.1303470462 1.154984771 1.1772709489 -0.3077906739 0.3311598872
## [1421,] 0.1301313628 0.601395316 0.8460029833 -0.2317067159 0.3437122269
## [1422,] 0.2928654337 -1.187757684 -0.4293839476 -0.3957496884 -0.0130701672
## [1423,] 0.3004193913 -1.187757684 -0.4044279451 -0.3550122430 -0.0130701672
## [1424,] 0.5286348777 1.805105769 2.4041097329 0.8960806819 1.1147838289
## [1425,] 0.4659626913 2.089157203 1.9487538478 0.8471978910 1.5027431418
## [1426,] 0.3321668827 2.211261511 -0.2183416066 0.5291114294 0.8520868826
## [1427,] 0.3323398799 2.339195873 -0.1549418254 0.5325303311 1.6183750871
## [1428,] 0.4579061216 2.127180114 -0.3445139992 0.1670293843 0.4168988610
## [1429,] 0.4427614002 1.707011786 -0.4149787385 0.4256548233 1.0771610699
## [1430,] 0.5612466298 1.577480889 1.9478953500 0.9691101354 1.2783884219
## [1431,] 0.4815832219 1.169759180 2.1467872992 0.9032721646 1.3842969534
## [1432,] -0.1069347395 1.434587541 -0.3286787482 -0.9925462963 0.4077154557
## [1433,] -0.1746168965 0.983277389 -0.2794952373 -1.0472594398 0.0555777863
## [1434,] -0.1549179688 1.225731933 -0.3159780859 -1.0308401380 0.4446399561
## [1435,] -0.1610320137 1.336104417 -0.3072380485 -1.0127596144 0.4979719015
## [1436,] -0.1523515315 -1.036872260 -0.2226389808 -0.4282989179 1.2359528994
## [1437,] -0.1573926576 -1.111029985 -0.2072862409 -0.4923149035 1.0920855311
## [1438,] -0.2514609957 0.772011695 2.2979108093 -1.6335742741 -1.0161234956
## [1439,] -0.2514609957 1.016190919 2.5964405085 -1.6283119522 -0.5227157187
## [1440,] -0.2605891860 -1.187757684 2.5751082241 -1.8500368323 -1.6445154214
## [1441,] -0.2574469440 -1.187757684 2.2424217200 -1.9766326504 -1.4893095086
## [1442,] 0.1303470462 -0.701457801 0.2586256377 -0.4755097695 1.6183750871
## [1443,] 0.1303470462 -0.147382802 0.3962139398 -0.3042753143 1.6183750871
## [1444,] -0.3244025586 -1.119854423 -0.0801604872 -1.2877186147 -0.0130701672
## [1445,] -0.2310076153 -0.729586431 -0.1040290276 -1.4892408943 -0.0130701672
## [1446,] 0.6248239305 -0.515699035 -0.5728826165 0.8528353275 -0.6359739111
## [1447,] 0.6498310973 0.231935175 -0.3963480119 0.7920989153 0.8035595435
## [1448,] 0.3928592418 1.917160611 -0.2510593876 0.4819434481 1.1519302059
## [1449,] 0.3876098394 1.886463183 -0.3365130137 0.4252261209 1.1251255604
## [1450,] -0.2897500043 -0.714424058 -0.1910967493 -1.3918397096 -0.0130701672
## [1451,] -0.2303444529 -1.174264736 -0.0211299368 -1.2073369151 -0.0130701672
## [1452,] 0.7292546152 -1.186480927 -0.5338494872 1.0885573409 0.4606493284
## [1453,] 0.7266984868 -1.185371112 -0.5257868878 0.9749619231 -1.6032806426
## [1454,] 1.1088276674 -0.032892011 -0.3870644798 1.8253359993 0.8283721944
## [1455,] 0.9411236012 -0.012106498 -0.9725622068 1.6867150790 0.0513947606
## [1456,] 0.1310916101 0.746957392 -0.9947418008 -0.1011239655 -0.1696008135
## [1457,] 0.1656340509 -0.314242975 -0.9947418008 -0.2001756545 -0.3726080723
## [1458,] 0.2788964138 -0.500245100 -0.6470631008 0.3935450137 -1.5903530704
## [1459,] 0.2261091612 0.023781430 -0.9706515449 -0.0718971796 -1.0182133770
## [1460,] 0.7051852454 -0.503340590 -0.3114392987 0.9007106678 0.8425119304
## [1461,] 0.7041535619 -0.037012669 -0.2068399733 0.4375191621 0.0113851972
## [1462,] 0.7538231228 -0.547540372 -0.3505439694 1.0873462567 0.1447737926
## [1463,] 0.7399758996 -0.465360003 -0.2068399733 0.7820244090 0.1068361647
## [1464,] 0.7019148304 -1.177919835 -0.5230932090 0.8637458036 -1.2612187790
## [1465,] 0.6236895406 0.283763757 -0.5764050104 0.8479052500 -0.6430870124
## [1466,] 0.7534839627 -1.055551006 -0.4235835719 0.9482216110 1.0547384863
## [1467,] 0.7220340143 -1.113985572 -0.4144306740 1.2535648938 1.4480750428
## [1468,] 0.8492684898 -0.012106498 -0.9947418008 1.1269476407 0.6659585564
## [1469,] 0.8481829713 -0.012106498 -0.9947418008 1.1736976371 0.1846218430
## [1470,] 0.8518620736 -0.012106498 -0.9947418008 1.1795815776 0.5790302590
## [1471,] 0.8532843086 -0.012106498 -0.9947418008 1.0514102782 0.6963344356
## [1472,] -0.1750993873 -1.187757684 -0.7781937595 -0.7402870879 -1.6423831224
## [1473,] -0.1425953815 -0.538197472 -0.7937185771 -0.8391887311 -0.9857639309
## [1474,] -0.2025293171 -1.161190319 -0.2136403540 -0.8894648048 -0.0459715236
## [1475,] -0.1528417348 -0.886411245 -0.2336789036 -0.9173411782 0.6056962316
## [1476,] 0.7030811012 -0.012106498 -0.3327815106 0.7250498603 1.0464866362
## [1477,] 0.7296466175 -0.125710848 -0.4134976406 1.1291125878 1.4321488742
## [1478,] 1.1791170771 -0.139730489 -0.5530147264 1.9383312338 0.5172980020
## [1479,] 1.0059468179 -0.109023655 -0.7559564911 1.9020094231 0.8576158506
## [1480,] 1.2071652304 -0.313551692 -0.3703738826 2.4605979299 1.6183750871
## [1481,] 1.1000600566 -0.026695154 -0.5954191300 1.7113869020 1.6183750871
## [1482,] -0.2514609957 1.143870165 2.3605633444 -1.4420086077 -0.1089599934
## [1483,] -0.2514609957 0.751242641 2.1368482328 -1.4609251010 -0.1184647935
## [1484,] -0.3647415709 -1.046485559 2.0959414730 -1.9899331423 -0.6356786195
## [1485,] -0.4010336471 0.399372592 2.0736131231 -1.6276260283 -0.7451551219
## [1486,] 0.3811496473 -1.187757684 -0.8984291542 0.1336013148 -0.0130701672
## [1487,] 0.4109899312 -1.187757684 -1.0872999377 0.2305737972 -0.0130701672
## [1488,] -0.3790043539 -1.187757684 2.3343498506 -1.4874724970 -0.9258213693
## [1489,] -0.4316894729 -1.187757684 2.0093070973 -2.1335270104 -0.4049384229
## [1490,] -0.3639436303 -1.187757684 2.6797647511 -1.6798741331 0.1344336926
## [1491,] -0.3659640821 -1.187757684 3.0591834459 -1.1720868605 1.3033789003
## [1492,] 0.8183350131 -0.012106498 -0.9947418008 0.9223065511 0.9921252489
## [1493,] 0.8192934277 -0.012106498 -0.9947418008 0.8686008582 0.4729308483
## [1494,] 0.8296842953 -0.012106498 -0.9947418008 1.0272314629 1.1422671556
## [1495,] 0.8271865835 -0.012106498 -0.9947418008 1.0915796929 0.8518519545
## [1496,] 0.8235649815 0.158217143 0.8032225929 1.0668971523 0.2162196747
## [1497,] 0.7835514987 -0.009955057 0.6474871783 1.3671495941 0.7709290070
## [1498,] 0.1280138173 0.567450740 -0.9947418008 -0.0939324828 -0.0273436817
## [1499,] -0.0373634344 0.189835106 -0.9947418008 -0.3549908079 -1.3449331294
## [1500,] 0.2567363514 -1.064658776 -0.1679645820 -0.5220132621 -0.0895001144
## [1501,] 0.1587904090 -0.648156127 0.0265415905 -0.4329932092 -1.3799716791
## [1502,] 0.1083910602 -0.809182719 0.7386422196 -0.6419106052 -0.2072659901
## [1503,] 0.1301574403 -0.518447708 0.5761398314 -0.2991308855 1.0511656212
## [1504,] -0.1322677412 0.018095981 -0.9908426323 -0.9054768393 -1.6074734569
## [1505,] -0.1593435058 -0.374062459 -0.9779090662 -1.0669154448 -1.4696832222
## [1506,] 0.3865683052 -0.033637374 -0.4621712215 -0.0028332233 1.0038814434
## [1507,] 0.3224796109 -1.187757684 -0.4663374888 0.0863154403 -0.0130701672
## [1508,] 0.4576616499 -1.187757684 -0.6261904783 -0.0305273982 -0.0130701672
## [1509,] 0.5073334635 -1.187757684 -0.5660225128 0.0388688025 -0.0130701672
## [1510,] -0.1677150289 -1.030928167 -0.8300140627 -0.9513694310 -1.3726269125
## [1511,] -0.1736103360 -0.961375468 -0.8456769207 -1.0311187945 -1.5652532852
## [1512,] 0.6804110197 1.446288798 -0.8559749552 1.0983639083 1.6183750871
## [1513,] 0.6720301041 0.700318134 -0.7031355525 0.8936799485 0.2342079900
## [1514,] 0.9813927045 -1.187757684 0.9278877293 0.5814131220 0.2361102552
## [1515,] 1.0897413889 0.624005440 0.1578938072 0.9230460627 0.1761236446
## [1516,] 0.8155958840 1.136013288 2.0287203680 0.0342924044 -1.6445154214
## [1517,] 0.6194700272 1.150984030 1.3228955345 -0.0678459419 -1.6445154214
## [1518,] 1.6128359695 1.104574024 0.5121086257 2.2177916093 -0.3180166512
## [1519,] 1.3573985624 -0.255158273 0.9626578369 1.2605848956 -0.0386463344
## [1520,] 1.2053025798 -0.386163436 0.4148364722 0.7671805885 0.4403688325
## [1521,] 1.2815733943 0.102995631 1.5485191018 0.7820565617 0.2685972245
## [1522,] 1.1291694454 -1.187757684 0.3014263559 0.7715212002 0.2714065733
## [1523,] 0.9980060124 -1.187757684 0.6382870063 0.9838574979 -0.0130701672
## [1524,] 1.3086214014 -0.374948900 0.5797172209 1.3280412179 1.6183750871
## [1525,] 1.3236148887 0.364178298 0.1869141225 1.9705910892 1.3767645707
## [1526,] 1.2757711720 0.081385987 0.9915941618 0.5179008617 0.2712059055
## [1527,] 1.6143373151 -0.127409664 1.1258822583 1.8476285240 -1.1957048319
## [1528,] 0.9801053242 0.689258783 0.0814202135 0.5818525419 -0.0130701672
## [1529,] 1.1726155352 0.103087332 0.0672586236 0.5936632930 -0.0130701672
## [1530,] 1.1457407544 -0.768887275 2.6296066056 0.5179008617 -0.4613489054
## [1531,] 0.5745544728 -0.899306963 0.5545458060 0.0251931960 -1.6445154214
## [1532,] 1.3297872357 -0.205770343 -0.1658594659 1.5789714489 0.0751453406
## [1533,] 1.3530855442 0.017799716 -0.2532045291 1.5037984834 -0.5916818039
## [1534,] 0.4545313203 0.626725897 -0.0427920369 -0.9451425287 -1.6445154214
## [1535,] 0.7607100999 -1.187757684 -0.6773897573 -0.5772086958 -0.5741535561
## [1536,] 0.9707257896 -1.187757684 0.8994041327 0.6072853117 0.0249881877
## [1537,] 0.9737236700 0.258550742 0.1326858338 0.6079069301 -0.0130701672
## [1538,] 0.5742442919 1.163250775 1.0334315913 -0.3312085424 -1.6445154214
## [1539,] 0.4610600087 1.163410663 0.6934158668 -0.3868219609 -1.6445154214
## [1540,] 1.6519487289 -0.121626636 1.0081851682 2.2775741587 -1.4620545842
## [1541,] 1.4387746085 0.065685165 0.8690369781 2.1211192186 1.3293988206
## [1542,] 1.2033382538 -0.755087481 1.1907292576 0.5179008617 0.0659407265
## [1543,] 1.2541854634 -0.491058562 1.9272527948 0.5179008617 0.0360102319
## [1544,] 1.1291694454 0.457193469 -0.4343291346 0.7715212002 -0.0130701672
## [1545,] 1.1269658785 -0.051353262 -0.0549878117 0.9787345042 -0.0130701672
## [1546,] 1.3086214014 1.163544687 -0.0263639686 1.3280412179 0.7873380834
## [1547,] 1.3138020784 0.117467897 0.1553427387 1.3461431766 1.6183750871
## [1548,] 1.3217663650 -0.684375589 1.1728371102 0.7902983653 0.2500868467
## [1549,] 1.2132835515 -0.464780407 0.9952854819 0.6998314418 0.6024039751
## [1550,] 1.1759186329 0.949637306 -0.1352105576 0.5631075296 -0.0130701672
## [1551,] 1.2409333645 0.685269799 -0.1387294847 0.5714457912 -0.0130701672
## [1552,] 0.8293654856 0.726951336 2.5508495147 0.4975696505 -1.6445154214
## [1553,] 0.6522448877 0.865614691 1.6174228500 0.3383817327 -1.6445154214
## [1554,] 1.3439806060 -0.777644700 -0.3207754626 1.5891209781 -0.7381921135
## [1555,] 1.3648632150 -0.684274483 -0.3701267966 1.5853805497 -1.0896331559
## [1556,] 0.5106939469 0.212466391 -0.0489940849 -1.0247204113 -1.6445154214
## [1557,] 0.6333988427 -1.187757684 -0.6752060086 -0.9671885495 -0.9422696004
## [1558,] 1.0429438644 -1.187757684 0.6920712336 0.6560180567 0.2561966092
## [1559,] 0.9813085158 -0.617188299 0.3878864478 0.5815417327 0.1790047770
## [1560,] 1.1012190731 0.130191970 0.1933213402 0.9150078928 0.2174057354
## [1561,] 1.0592868904 0.638891535 0.1556276440 0.6814293914 0.1100925294
## [1562,] 0.9212513708 -0.401290540 1.0844457133 0.2636696223 -0.0587245312
## [1563,] 0.8897378132 -0.119113094 2.5971540324 0.3662581061 -1.6092598894
## [1564,] 0.6588332145 1.142828538 1.4561623527 -0.0201956704 -1.6445154214
## [1565,] 0.6280109204 -0.766041023 0.9441590051 0.0163404915 -0.7607076895
## [1566,] 1.6139262223 0.984612928 1.0471926119 2.1986393297 -0.6341532182
## [1567,] 1.6551228901 0.056525667 0.8063524541 2.2432886844 -1.1621019540
## [1568,] 1.3003664061 -0.201693184 0.9782989488 0.8828230603 0.0537407789
## [1569,] 1.2967550365 -1.077930702 0.9924153131 0.8813761897 0.5711308010
## [1570,] 1.2835064502 -0.349840517 0.3826138088 1.7384487408 1.3182136320
## [1571,] 1.2100107312 -0.036435424 0.3731150219 1.1851654263 1.1032690883
## [1572,] 1.2072963814 -0.483948224 2.0081400571 0.5195084957 0.1136996549
## [1573,] 1.2910342539 0.040923600 0.7111096206 1.2182612514 0.8516529182
## [1574,] 1.0517700827 0.301634831 0.2475822481 0.7009246329 0.2387042531
## [1575,] 1.1051649065 0.482460564 0.1849869147 0.6514523762 0.2574299818
## [1576,] 0.9870673265 -1.187757684 0.8777889916 0.8292352605 0.1146671019
## [1577,] 1.0068989708 -1.187757684 0.4168071723 0.8472621964 0.1378532019
## [1578,] 1.3100726919 0.232595891 0.3432614217 1.8309841534 1.5196595976
## [1579,] 1.2395139549 -0.383039731 0.5115375545 1.0668971523 0.7681278155
## [1580,] 1.3245598254 0.345633577 -0.2211988538 1.8779377835 -0.0611847506
## [1581,] 1.2982756634 0.933301632 -0.0174879394 0.7920560451 0.5025791029
## [1582,] 1.2789379261 0.101409678 1.1624976321 0.6860593772 0.2696250351
## [1583,] 1.2140084141 0.078089461 0.9344511091 0.6226328575 0.3263813840
## [1584,] 1.5224549043 -0.074694641 1.1084589125 1.3061238078 -0.8630629333
## [1585,] 1.4691288442 -0.188676374 0.9872005061 1.7924652430 -0.8040225610
## [1586,] 1.0164137035 0.642389098 0.1279544833 0.7484355761 0.0199649678
## [1587,] 1.0504149315 0.412296526 0.1885345214 0.7557235169 0.1337321712
## [1588,] 1.1831663041 0.355366793 0.1837484906 1.6782374891 0.8522940762
## [1589,] 1.2156041808 0.157990242 0.1241596329 1.3816933230 0.5796453138
## [1590,] 1.2197693247 -0.415886249 2.2393818372 0.6876241410 -0.4289337197
## [1591,] 1.1723729726 -0.106878092 2.2690879422 0.7352315423 -0.2098534623
## [1592,] 0.6536600592 -1.055579221 0.2213881367 -0.3020889320 -1.1886194652
## [1593,] 0.6147178534 0.719213200 1.2522948034 0.0178838201 -1.6445154214
## [1594,] 1.3193940771 -0.021214268 -0.1327661709 1.5136264859 1.1917276814
## [1595,] 1.2276646950 -0.182626473 0.0151600335 0.8345726054 0.0612601101
## [1596,] 1.3456275350 0.339964587 0.0205502275 1.8401047969 0.5998752350
## [1597,] 1.2765791160 0.674276285 -0.2215986352 0.5811559005 -0.0740111732
## [1598,] 0.5480968554 -0.910106495 -0.0480796461 -0.9005146091 -1.6174579018
## [1599,] 0.5123237709 0.809886473 1.0044331797 -0.6126195138 -1.6445154214
## [1600,] 0.6869565458 -0.931047194 -0.6505152138 -0.0042157885 -1.0433979974
## [1601,] 0.6858317012 -0.982635944 0.1787919577 -0.4583616736 -0.7790206625
## [1602,] 0.9703392853 -1.187757684 0.8965423157 0.6178313906 -0.0072573277
## [1603,] 0.9741710727 -1.187757684 0.9258954407 0.6077354492 0.0158259912
## [1604,] 0.5114884895 1.114983240 -0.0108054288 -0.8507636958 -1.6214549427
## [1605,] 0.4198705190 1.141388365 0.0329782757 -0.8402497695 -1.6395183046
## [1606,] 1.6572593733 0.053083360 0.8524095706 2.3276573163 -1.4483944930
## [1607,] 1.6282646034 0.218753774 0.8815006395 2.2675639577 -0.3388126838
## [1608,] 1.2022276888 -0.950242051 2.0126388189 0.5179008617 0.0005703466
## [1609,] 1.2387015438 -0.805303070 2.3284484659 0.5179008617 -0.0045964405
## [1610,] 1.0357865290 0.092598172 -0.2606423224 0.8929511544 -0.0073095340
## [1611,] 1.1290715880 0.693914362 -0.2243157935 0.9737508388 -0.0130701672
## [1612,] 1.3132077560 1.163544687 0.0507629533 1.3727012902 1.1950558297
## [1613,] 1.3135111406 1.006993800 0.0957713725 1.0153564065 1.5357521736
## [1614,] 1.2757711720 -0.502722197 1.1773215322 0.5179008617 0.5059480374
## [1615,] 1.2203606308 -0.535687457 1.1527574321 0.6506807119 0.7421519442
## [1616,] 1.3229975814 0.998562030 -0.2105922770 1.3294130656 -0.0392173402
## [1617,] 1.2922481362 0.794659439 -0.2104080656 1.4792552711 -0.0142480706
## [1618,] 0.8904802389 -0.080987901 2.6253530388 0.5115239136 -1.6189474114
## [1619,] 1.1156781819 -0.583208453 2.6296066056 0.5179008617 -1.4117995445
## [1620,] 1.3567023354 -1.016480590 -0.4083053676 1.5896354210 -1.1668510912
## [1621,] 1.3754196729 -0.977485416 -0.4361896860 1.5894425049 -1.3520723338
## [1622,] 0.5357599503 -0.973496431 -0.0492112307 -1.0046464215 -1.6437600622
## [1623,] 0.4970937918 -0.149456651 -0.0428145709 -1.0551582815 -1.6445154214
## [1624,] 0.9883124026 -1.187757684 0.8188744203 0.7393578029 0.0943066651
## [1625,] 0.9854179540 -1.187757684 0.7774493787 0.6040486086 0.2407141937
## [1626,] 1.0858354544 0.520512866 0.1621185368 0.9144184270 0.1695016084
## [1627,] 1.0812817826 0.627401896 0.1578266780 0.7519402182 0.1530778490
## [1628,] 0.8691083811 0.376468556 2.5297381580 0.2220533370 -1.6445154214
## [1629,] 0.7803910826 1.140503100 1.4870849781 -0.0031118798 -1.6445154214
## [1630,] 0.6273703610 1.146540069 1.3480576521 -0.0456177226 -1.6445154214
## [1631,] 0.6196715837 -0.420367832 0.9597597764 -0.0569354659 -1.2291674056
## [1632,] 1.6453281775 0.995839221 0.8469768299 2.2241149697 -0.7958131285
## [1633,] 1.6528014208 0.120940771 0.7375090592 2.2231182366 -0.8551308465
## [1634,] 1.3175507843 -0.246664193 0.9711123387 1.0684404809 -0.0110993813
## [1635,] 1.4178553841 0.027902087 0.9514570245 1.6999619831 0.4647899365
## [1636,] 1.2121118972 -0.359821796 0.3737418766 1.2631463924 0.5709366591
## [1637,] 1.2057125271 -0.132537855 0.3616277284 0.9806207948 0.5389668579
## [1638,] 1.2108479598 -0.287200646 1.3964058295 0.5195084957 0.1571499363
## [1639,] 1.2795438936 -0.064638120 1.2571068350 0.5710170888 0.8516529182
## [1640,] 1.0882773077 0.081868004 0.2737973177 0.7656372598 0.2555799229
## [1641,] 1.1164872331 0.236012333 0.2416777118 0.7615217168 0.2646426012
## [1642,] 0.9908036619 -1.187757684 0.8363570164 0.9244500631 0.0524111510
## [1643,] 0.9986089637 -1.187757684 0.4926680936 0.8959842239 0.0669995345
## [1644,] 1.3069190721 -0.033110682 0.6588115337 1.2421078223 1.3051114951
## [1645,] 1.2918226112 -0.356834466 0.4982131891 1.5191353117 1.4017289460
## [1646,] 1.3233050896 0.406975529 0.1140360399 1.8524407084 1.5532608441
## [1647,] 1.3101946414 0.769374709 0.0808069107 1.0144668491 0.8269153138
## [1648,] 1.2420621800 0.078331645 0.9740587763 0.5845748021 0.3046472703
## [1649,] 1.2210034047 0.077534553 0.9919599059 0.5943384992 0.3792320530
## [1650,] 1.6254060066 -0.080971442 1.0844244400 2.0087563202 -1.1880843512
## [1651,] 1.5624101614 -0.102128461 1.1110786861 1.7967522669 -1.0830992176
## [1652,] 0.9779919021 0.379896755 0.1126154529 0.5945742856 -0.0130701672
## [1653,] 1.0174531759 0.681827492 0.1175496093 0.6731340000 0.0504876771
## [1654,] 1.1764619840 -0.172984958 0.0165383889 0.7834284093 0.0332106718
## [1655,] 1.1882876863 0.043005678 0.0424836809 0.7315339841 0.0186288141
## [1656,] 1.1860862193 -0.625966887 2.4887526080 0.6269520342 -0.4599083393
## [1657,] 1.1602553016 -0.500857615 2.4994753215 0.6575399502 -0.4501800312
## [1658,] 0.6218409788 -0.944451969 0.4529290043 -0.2375263509 -1.2758773146
## [1659,] 0.5189079742 0.449947931 0.9630948073 -0.0249006792 -1.6445154214
## [1660,] 1.3391027792 -0.282848386 -0.1845577945 1.5822295871 -0.5133332770
## [1661,] 1.3400795205 -0.164875316 -0.0211097665 1.7762495748 0.1577356252
## [1662,] 1.3458666613 0.322716608 -0.2332969288 1.7733558336 -0.2705562773
## [1663,] 1.3300307146 -0.110299237 -0.1936629456 1.5741485469 0.0049132539
## [1664,] 0.4565264200 1.081287901 -0.0366577484 -0.8774182674 -1.6445154214
## [1665,] 0.4965859107 0.093573962 0.4152535874 -0.5773587416 -1.6445154214
## [1666,] 0.6764742351 -0.940658142 -0.6636613558 -0.8847276433 -1.0315357589
## [1667,] 0.6751894893 -0.990315297 -0.2400260832 -0.6409888950 -0.7738424552
## [1668,] 0.9769579277 -1.187757684 0.6447766385 0.9185125349 0.0243437669
## [1669,] 0.9705958603 -1.187757684 0.8967517400 0.6074460751 -0.0083862878
## [1670,] 1.0119309717 0.277365864 0.1297699667 0.6694471593 0.0084730674
## [1671,] 0.9789548220 0.441872383 0.1302978609 0.7020928469 -0.0094907763
## [1672,] 0.5893588505 1.159414625 1.1710145357 -0.2556926150 -1.6445154214
## [1673,] 0.5329247965 0.855837976 1.0216978421 -0.3558160600 -1.6445154214
## [1674,] 0.4945965763 0.718834640 0.6430084292 -0.1737890219 -1.6445154214
## [1675,] 0.5010570356 -0.178397656 0.5715786677 -0.0754018217 -1.6445154214
## [1676,] 1.6327414936 -0.076508670 1.0591751804 1.9766572281 -1.4400333361
## [1677,] 1.6562974080 -0.026777450 1.0040622355 2.2862982525 -1.6202460418
## [1678,] 1.4311944207 -0.018664281 0.9132753020 1.5029303611 1.0641568198
## [1679,] 1.3968888536 -0.484879339 1.1085616549 1.7839340652 0.4804518109
## [1680,] 1.2454291924 -0.725195374 1.1738475155 0.5359921029 0.2053411977
## [1681,] 1.2084882716 -0.750993863 1.0501678868 0.5750576089 0.0854528117
## [1682,] 1.1954845769 -0.372170836 2.0920413590 0.5630968120 -0.1886136765
## [1683,] 1.2249270168 -0.433043703 2.1565364813 0.6326859287 -0.3452715756
## [1684,] 1.1349589153 0.798534386 -0.4188170810 0.5815417327 -0.0130701672
## [1685,] 1.1486255050 0.120158963 -0.2336675578 0.6801325666 -0.0130701672
## [1686,] 1.0994720341 0.449226081 0.1107117245 0.9277296364 0.0546935429
## [1687,] 1.1293230086 -0.039822475 -0.0787594402 0.7013962055 -0.0130701672
## [1688,] 1.3130161265 0.599243875 -0.0530911744 1.4828992415 -0.0030090443
## [1689,] 1.3065340187 1.097406079 -0.0257744605 1.3206568191 0.5709513421
## [1690,] 1.3138857707 0.793648379 0.1182391810 1.3580611033 1.6183750871
## [1691,] 1.3138214360 0.537937192 0.1303936698 1.3702576865 1.6183750871
## [1692,] 1.3044700026 -0.775436827 1.0101218309 0.8321933071 0.3607673556
## [1693,] 1.3061071573 -0.687375851 1.0406333292 0.8516349608 0.5699643177
## [1694,] 1.2518325332 -0.652902231 1.0554263435 0.6697258159 1.3391711777
## [1695,] 1.2301808864 -0.426368355 0.9916318235 0.5693022792 0.4510662190
## [1696,] 1.1753066328 0.440057177 0.0487638888 0.5876614594 -0.0130701672
## [1697,] 1.1736956702 0.730801594 -0.0893113366 0.5904801777 -0.0130701672
## [1698,] 1.2544360059 1.066415913 -0.1551794566 0.5654761103 -0.0130701672
## [1699,] 1.2449562849 0.678478062 -0.1420522243 0.5730105550 -0.0639777849
## [1700,] 0.8180827144 0.999852895 2.4445429637 0.0542699361 -1.6445154214
## [1701,] 0.7573156355 0.774358295 1.9740346234 0.4412703081 -1.6445154214
## [1702,] 0.6084894952 1.139273369 1.4933420217 -0.2205390184 -1.6445154214
## [1703,] 0.6292848611 0.185233607 1.5520717512 0.0429200401 -0.8964243573
## [1704,] 1.3353690401 -0.251034089 -0.2730177388 1.5843730991 -0.7308016665
## [1705,] 1.3421231480 -0.625096905 -0.2302058324 1.6258071858 -0.3238099133
## [1706,] 1.3545232805 -0.091130244 -0.1666673804 1.5631844831 -0.6793573033
## [1707,] 1.3314476425 -0.085796315 -0.3103381271 1.8076520254 -0.4834713031
## [1708,] 0.5420672283 -0.010825039 -0.0482714214 -1.0062754906 -1.6220341058
## [1709,] 0.5201503394 -0.913765121 -0.0490711417 -1.0566051521 -1.6445154214
## [1710,] 0.6417160728 -0.993458988 -0.6548938995 -0.8742137170 -0.9703728763
## [1711,] 0.5366769769 0.139905200 -0.1500626646 -0.9756232692 -1.2561384585
## [1712,] 1.0276550868 -1.187757684 0.7364734411 0.6102647933 0.2557659076
## [1713,] 1.0167454947 -1.187757684 0.8510236513 0.6600049890 0.1264836599
## [1714,] 0.9826652707 -0.979902555 0.4855875350 0.6694257242 -0.0023107857
## [1715,] 0.9809224697 -0.405433535 0.0944937109 0.5817775190 0.0178783493
## [1716,] 1.0981226099 0.370379858 0.1913255849 0.8756637302 0.1544939435
## [1717,] 1.0671007829 0.318445467 0.1907553015 0.9094347616 0.1495637159
## [1718,] 1.0538298226 0.577781187 0.2379066561 0.6960910134 0.2232251006
## [1719,] 1.0521988150 0.402866628 0.2468986644 0.6836372087 0.1658944829
## [1720,] 0.9564064226 -0.620359031 0.9531666139 0.6093216481 -0.0427918368
## [1721,] 0.9684314669 -1.123992715 0.9673187490 0.6094181061 -0.0382107385
## [1722,] 0.8847514765 0.173693415 2.5609824050 0.4966265052 -1.6336777306
## [1723,] 0.9386223768 -0.109669088 2.5510877762 0.4640344054 -0.2246849311
## [1724,] 0.6550862268 1.079221106 0.9459839433 -0.0011934366 -1.0228205784
## [1725,] 0.6362562559 1.148609215 1.4151608870 -0.0564317406 -1.6445154214
## [1726,] 0.5886905719 0.201639819 0.9969076142 -0.2270874475 -1.2338561792
## [1727,] 0.6111262615 -0.802828324 0.8633042044 0.0175730109 -1.0810028105
## [1728,] 1.5491984577 0.559234114 1.0862121892 1.8868762285 -0.8502887169
## [1729,] 1.6199015564 0.448779333 1.0379218438 2.2288414136 -0.6788482924
## [1730,] 1.6268241944 0.738100036 0.8440979942 2.2240077941 -1.0954916758
## [1731,] 1.6282833883 0.157276622 0.9900824934 2.2399126531 -1.0529811068
## [1732,] 1.2987155445 -0.149999802 0.9836727544 0.8301676883 0.2240897666
## [1733,] 1.2818056099 0.038070294 1.1438431108 0.7052973973 0.1177505334
## [1734,] 1.2991974244 -0.523230257 0.9872952119 0.8817941745 0.4761643728
## [1735,] 1.2889207173 -0.020537093 1.0093222681 0.7015998392 0.3018118185
## [1736,] 1.2613679982 -0.290036317 0.3816401197 1.2273711773 1.1589731550
## [1737,] 1.2741160723 -0.200820851 0.3760997516 1.4818489207 1.2851556568
## [1738,] 1.1853478407 -0.008233903 0.2121807159 1.5727231114 0.8548326050
## [1739,] 1.1901320100 0.244177231 0.3207636729 1.3787031238 0.8741766514
## [1740,] 1.2037692006 -1.033311212 2.0998374900 0.5188118543 0.0261416195
## [1741,] 1.1941249585 -0.185698450 2.1198902218 0.6634667609 0.0491335775
## [1742,] 1.3024640977 -0.317915709 0.6212762058 1.2311223233 1.1548097068
## [1743,] 1.2560933201 -0.074698168 0.5702568836 1.1121359728 0.8056021130
## [1744,] 1.0529449824 0.377652437 0.1859850287 0.7335810380 0.1768284290
## [1745,] 1.0563948854 0.348202374 0.1950696943 0.7616181749 0.1960419598
## [1746,] 1.0889956414 0.358276529 0.1938008572 0.6595334164 0.2567839295
## [1747,] 1.1023711407 0.328151643 0.2278150519 0.6952443261 0.2428546499
## [1748,] 0.9836392249 -1.187757684 0.8933064029 0.7663446188 0.0555696290
## [1749,] 0.9859479799 -1.187757684 0.8791208608 0.6253979880 0.1751235687
## [1750,] 1.0144098222 -0.545947364 0.3886064325 0.8403815229 0.1375546474
## [1751,] 1.0174985729 -1.187757684 0.6406206139 0.6995206325 0.2345979054
## [1752,] 1.3164357139 0.274243334 0.2973101992 1.9660468438 1.4596060978
## [1753,] 1.3090760584 0.175525080 0.4654430914 1.3568285839 1.5639614935
## [1754,] 1.2919433007 -0.376242116 0.5235495906 1.1205171047 0.9100472382
## [1755,] 1.2697174528 -0.377297851 0.4077054879 1.1922390158 1.1789665166
## [1756,] 1.3248156750 0.188385528 -0.2448171566 1.6937993861 -0.3643040159
## [1757,] 1.3340873487 0.099391084 -0.2429257195 1.7521350649 -0.2992892911
## [1758,] 1.3109561194 0.558366483 -0.0765708065 0.8781073339 0.4940319612
## [1759,] 1.3108861722 0.154492680 -0.0199066404 0.9983369213 0.5821610024
## [1760,] 1.2761297661 0.092930881 1.0451941777 0.6212931625 0.2698501745
## [1761,] 1.2837781066 -0.099174050 1.1311274784 0.7699885892 0.1612677042
## [1762,] 1.2095538215 -0.145170227 1.1431888371 0.5535581837 0.2257701552
## [1763,] 1.2135604387 0.009240976 0.9662010314 0.6365228152 0.3526411268
## [1764,] 1.4696480649 -0.021075541 1.0852025718 1.5772780744 -0.5643077840
## [1765,] 1.5038605091 -0.149020484 1.0837777302 1.5126190353 -0.8432000873
## [1766,] 1.4648722954 -0.250517978 0.9868862908 1.3265300419 -0.2836943059
## [1767,] 1.5208313420 -0.126408009 1.0069320891 1.7180532243 -0.8144426018
## [1768,] 1.0111654847 0.684813646 0.1174411940 0.6678073727 -0.0089997112
## [1769,] 1.0022131552 0.430193464 0.1321604608 0.6413564347 -0.0010823074
## [1770,] 1.0492801980 0.621477790 0.1299229772 0.7541694707 0.1202499076
## [1771,] 1.0468708365 0.602087775 0.1601962140 0.7517258670 0.1163899081
## [1772,] 1.1968625222 0.007002536 0.2133764357 1.0385599238 0.6998550945
## [1773,] 1.1936576636 0.053558323 0.1103330589 0.9314486297 0.7127875610
## [1774,] 1.2121224733 0.118235597 0.1158759483 1.0881500737 0.1483760238
## [1775,] 1.2138266735 0.253613007 0.1755220076 1.4459558124 0.8079448684
## [1776,] 1.2147483199 -0.464381861 2.0319172008 0.6563824538 -0.1991756531
## [1777,] 1.2452824635 -0.472844198 2.1740323141 0.5485852358 -0.0786917896
## [1778,] 1.1914781888 -0.298639732 2.2584167574 0.7133355673 -0.2884793349
## [1779,] 1.2045600777 -0.221153738 2.1746703570 0.6988990141 -0.1829427728
## [1780,] 0.5517968044 -1.101858730 0.0808061228 -1.0522109525 -1.2037543828
## [1781,] 0.6336050954 -0.932749537 0.3642851637 -0.1223447342 -1.3944377041
## [1782,] 0.6372387244 0.776003031 1.4828074591 0.1203329756 -1.6445154214
## [1783,] 0.6184834352 1.137583958 1.2927686899 -0.0636875286 -1.6445154214
## [1784,] 1.3155448793 0.171323302 -0.0678638610 1.3749948480 1.1816877673
## [1785,] 1.3234221520 -0.041046328 -0.1564717732 1.5498947087 1.0128087118
## [1786,] 1.2407137103 0.670080386 -0.0630656964 0.7856576618 0.0156465322
## [1787,] 1.2160627323 0.084574353 0.1056414187 0.9431736403 0.0974455658
## [1788,] 1.3257978380 0.301485523 0.0313340822 1.6182084358 0.6974062952
## [1789,] 1.3319380749 0.317300383 -0.0408589986 1.8314557260 1.0318427836
## [1790,] 1.3053780566 0.605561824 -0.2215129115 1.2633071558 -0.0659436764
## [1791,] 1.2886634551 0.217025566 -0.1835741779 1.2200510839 1.0087186786
## [1792,] 0.5215209158 0.078100041 -0.0489619385 -0.9388834737 -1.6341100636
## [1793,] 0.5151472032 -0.596281694 -0.0488807846 -0.9887951503 -1.6251844266
## [1794,] 0.5557299618 1.034148991 1.0089177593 -0.5518295138 -1.6445154214
## [1795,] 0.6108102772 -0.060831362 0.9974569393 -0.5123138703 -1.3578476500
## [1796,] 0.7252227223 -1.152954882 -0.6687975303 -0.4774174952 -0.6812807773
## [1797,] 0.5529317288 -0.912670590 -0.5354949414 -0.6101116048 -1.4341536074
## [1798,] 0.6771520208 -1.036630076 0.1890094686 -0.4385234701 -0.9122004329
## [1799,] 0.6112411476 -0.974583909 0.3990269069 -0.1089692194 -1.0470181744
## [1800,] 0.5920760256 -1.127881769 0.2531750904 -0.9668884578 -1.6064570665
## [1801,] 0.7051818473 -1.187757684 0.2659011231 -1.2528329571 -1.3220325323
## [1802,] 1.9576702933 1.152160857 -0.9579403247 0.9720896170 1.3555378365
## [1803,] 2.4187459229 1.158350661 -0.9714663929 1.0779683917 0.2835445260
## [1804,] 0.9677670064 -1.187757684 0.2659011231 -0.4861201538 1.2496912999
## [1805,] 0.7201741891 -1.187757684 0.2659011231 -1.0815663492 -1.5933630869
## [1806,] 0.7013346349 -0.940458282 0.2505028426 -0.2467112998 -0.5577118508
## [1807,] 0.8901630710 -1.018516818 0.1935504620 -0.2516092247 -0.8750214270
## [1808,] 1.3217855700 -0.643488792 -0.3025684696 -0.4935152702 -1.0774919403
## [1809,] 1.8013196329 1.076875682 -0.4738753456 -0.0720793781 -1.0926937472
## [1810,] 0.8924249782 -1.187757684 0.2659011231 -0.8456835724 1.0949046685
## [1811,] 0.9147861007 -1.187757684 0.2659011231 -1.2624037381 0.9303815718
## [1812,] 1.7159678578 0.860759252 -0.4692766777 0.2933143931 -1.1515040857
## [1813,] 1.0644566476 -0.959615518 -0.2102035262 -0.3971429712 0.6532805954
## [1814,] 1.5775081113 -0.728152137 -0.5200388288 0.4940328557 -0.4939908621
## [1815,] 2.5011597232 -0.305888798 -0.5131669066 0.3047607471 0.5986532825
## [1816,] 1.8026711952 0.535665834 -0.8732471814 0.4820184710 1.4050375170
## [1817,] 1.0662172409 -0.730123704 -0.0073522127 0.1895684128 1.5978286655
## [1818,] 0.9682879835 -1.187757684 0.2659011231 -0.7427306916 1.1894534467
## [1819,] 0.9652913249 -1.187757684 0.2659011231 -0.6334651679 1.0041180030
## [1820,] 0.6938465774 -0.898206554 0.2607025469 -0.5016070279 0.9866109639
## [1821,] 0.7978491408 -1.187757684 0.2659011231 -0.7942821549 1.1083494088
## [1822,] 1.6929780884 0.532937148 -0.5866014055 0.3708130691 -0.2533951047
## [1823,] 1.7540625261 -0.042833318 0.0291166113 0.3791727658 1.3990925305
## [1824,] 0.5886456713 -1.178203167 0.2646225161 -1.2937097307 -1.6387025819
## [1825,] 0.6277229608 -0.997204613 0.2514716467 -1.0133383626 -1.5184813812
## [1826,] 2.1196611749 1.163277815 -0.9667110902 1.2849137567 1.1533299859
## [1827,] 2.5250678938 1.163423595 -0.9770135370 1.3509767962 0.2397206435
## [1828,] 0.9700595346 -1.187757684 0.2659011231 -0.4841481228 1.4440013240
## [1829,] 0.9401223096 -1.187757684 0.2659011231 -0.6854131810 1.1438529204
## [1830,] 0.6872439709 -0.940458282 0.2505028426 -0.3427084842 -0.7142849148
## [1831,] 0.6937032085 -1.018516818 0.1935504620 -0.3533403037 -0.9722800358
## [1832,] 1.4554034941 -0.262722413 -0.5974829601 -0.3540583802 -1.3894389559
## [1833,] 1.6487648317 0.832434288 -0.5423044617 -0.1185721531 -1.3921341035
## [1834,] 0.9197864497 -1.187757684 0.2659011231 -0.8494668710 1.1152112675
## [1835,] 0.9254507629 -1.187757684 0.2659011231 -0.6253198224 1.1446914833
## [1836,] 1.8685226973 1.105201822 -0.4008475616 0.3398071681 -0.8520637294
## [1837,] 1.7940292756 0.722653155 -0.5390995922 0.4998203381 1.4133611506
## [1838,] 1.9909212685 -0.621616977 -0.5311493476 1.1927105885 1.0334840175
## [1839,] 2.6453965308 -0.067685408 -0.5237315671 1.1324457489 0.6674415402
## [1840,] 1.7975342734 0.586178863 -0.9368340105 0.4712151706 1.4566287102
## [1841,] 1.8046681658 0.511232276 -0.5139472446 0.5529044125 1.5418766191
## [1842,] 0.9659954552 -1.187757684 0.2659011231 -0.7447027226 0.9951434226
## [1843,] 0.9633890045 -1.187757684 0.2659011231 -0.6492628513 0.8851546465
## [1844,] 0.6957490887 -0.964312244 0.2656877593 -0.6530890202 1.0531298813
## [1845,] 0.7003346415 -1.187757684 0.2659011231 -0.8906758890 -0.5045153154
## [1846,] 1.7860612090 0.230147009 -0.2310510934 0.5976609428 1.3709990432
## [1847,] 1.8084955242 0.481047432 -0.6975995967 0.6609052641 1.3502013791
## [1848,] 0.6033098491 -1.157151957 0.2549297478 -0.9816358203 -1.5620230236
## [1849,] 0.6183729782 -1.055941322 0.2497987735 -0.3988470632 -1.5327728416
## [1850,] 0.6992161348 -1.187757684 0.2659011231 -1.0680300710 0.9885197549
## [1851,] 0.7026362567 -0.996974185 0.2609833551 -0.7371682780 -1.2532410117
## [1852,] 1.9265614141 0.816304353 -0.9419493844 0.7434304756 1.3924737571
## [1853,] 1.9541595684 0.582508480 -0.4115765784 0.9418339453 1.3453674068
## [1854,] 2.0839161915 1.157748727 -0.9596744966 1.0724917186 0.6696700944
## [1855,] 2.4966353743 -0.215893875 -0.6203938846 0.9165405038 0.4840573049
## [1856,] 0.9681310222 -1.187757684 0.2659011231 -0.6166493164 1.2317307191
## [1857,] 0.9550735308 -1.187757684 0.2659011231 -0.6250733185 1.0516371089
## [1858,] 0.7044894766 -1.187757684 0.2659011231 -0.8356519363 0.8894420846
## [1859,] 0.7192299015 -1.187757684 0.2659011231 -0.9757411623 0.2815133766
## [1860,] 0.6969145959 -1.052912845 0.2570493613 -0.7736615696 0.3291907327
## [1861,] 0.6962314268 -0.923845155 0.1543301273 -0.1812270085 -0.9195354108
## [1862,] 0.9291723223 -1.152807926 0.2112574525 -0.3937347871 -0.6590001294
## [1863,] 0.9022613461 -1.169111856 0.2318424908 -0.4933437892 -0.7826914143
## [1864,] 1.4592630771 -0.255991810 -0.8094052297 -0.3802949669 -1.2711787523
## [1865,] 1.3469526380 0.430566145 -0.4893149122 0.0624903046 -0.6402825580
## [1866,] 1.8020536589 0.567510698 -0.4222435085 0.5626359569 -0.1012497831
## [1867,] 1.7288526193 0.684459775 -0.5204885631 0.1341371928 -0.4869136526
## [1868,] 0.8942928595 -1.187757684 0.2659011231 -0.8283318428 0.8148246730
## [1869,] 0.9310167987 -1.187757684 0.2659011231 -0.6735059719 1.0378008217
## [1870,] 0.9423509614 -1.187757684 0.2659011231 -0.8620385689 0.9750717517
## [1871,] 0.8932050502 -1.186564398 0.2587329499 -0.8377204254 0.3415211960
## [1872,] 1.7394980002 0.778682340 -0.5216904286 0.3701592979 -0.5717732775
## [1873,] 1.7684900211 0.667212972 -0.4003091095 0.3351771822 -0.3101579794
## [1874,] 1.0650397067 -0.794779816 -0.0867684622 -0.1106840290 0.8182082905
## [1875,] 1.0190964396 -0.993279114 0.0215971914 -0.7139540431 0.9299671847
## [1876,] 1.5911981441 0.630009491 -0.9351444339 0.4756843931 0.8053247673
## [1877,] 1.6332874791 -0.432578145 -0.7228025276 0.4807002112 0.3959511040
## [1878,] 2.2036510407 0.278873048 -0.4677902222 0.4805608829 0.5848708330
## [1879,] 2.3941291548 0.790757453 -0.4712445413 0.5298830937 0.4917136775
## [1880,] 1.7560578168 0.534188041 -0.7957281995 0.4215928681 0.6986657709
## [1881,] 1.8082437217 0.473718422 -0.4326817895 0.5021782013 1.3468471276
## [1882,] 0.9999764092 -0.791804243 0.0256292002 -0.0745015466 1.1682577100
## [1883,] 1.0039109410 -0.764417449 0.2048327435 -0.2911141506 1.6010638215
## [1884,] 0.9638323600 -1.187757684 0.2659011231 -0.7539305417 0.9001313139
## [1885,] 0.9653226713 -1.187757684 0.2659011231 -0.6404744521 1.0236382454
## [1886,] 0.9527422490 -1.187757684 0.2659011231 -0.6596910371 1.0074592028
## [1887,] 0.9670549726 -1.187757684 0.2659011231 -0.5626649669 1.4292530589
## [1888,] 0.7042773822 -1.155896361 0.2608160048 -1.0532505558 -0.1444455591
## [1889,] 0.7044364816 -1.104110102 0.2643155495 -0.6160276979 0.4928018515
## [1890,] 0.7746835106 -1.187757684 0.2659011231 -0.7798991895 1.1074455881
## [1891,] 0.8277546375 -1.080871005 0.2055836139 -0.7894378178 -0.6308984849
## [1892,] 1.7899430132 0.559599741 -0.5171300528 0.1768681043 -0.8007074642
## [1893,] 1.7062540503 0.792723142 -0.5297089055 0.0739902464 -0.3443253374
## [1894,] 1.7698559776 0.307260322 -0.2099567554 0.2497796646 0.1265048687
## [1895,] 1.7906575670 0.392170553 -0.1397050647 0.4106288042 1.3537497725
## [1896,] 0.5885213546 -1.186232865 0.2657726951 -1.4268754130 -1.6436279152
## [1897,] 0.5936575891 -1.164174121 0.2556201074 -1.3052311077 -1.6349486264
## [1898,] 2.5975312802 1.129133377 -0.6279383597 0.8685151177 0.5082728468
## [1899,] 2.8387157931 1.147845042 -0.7627535625 0.9875872087 0.0999188368
## [1900,] 0.9702902230 -1.187757684 0.2659011231 -0.4514274123 1.5474855279
## [1901,] 0.9686489830 -1.187757684 0.2659011231 -0.4700438139 1.2554715104
## [1902,] 0.6874955443 -0.856149984 0.2369764592 -0.1885792547 -1.1625277613
## [1903,] 0.6972104590 -0.882762024 0.1869478447 -0.1899939726 -1.2507204288
## [1904,] 1.5675612482 -0.115171135 -0.8154949230 0.1590876724 -1.1325124315
## [1905,] 1.4826556922 -0.156632826 -0.6495252940 -0.2241615537 -1.4416191009
## [1906,] 0.9251744103 -1.187757684 0.2659011231 -0.8399818305 1.0861225987
## [1907,] 0.9246733636 -1.187757684 0.2659011231 -0.7483145403 1.1368540203
## [1908,] 1.9063900752 1.120491165 -0.3895301398 0.4908818931 -0.6533618546
## [1909,] 1.9573984842 1.150813561 -0.5422234654 0.8657178346 1.2087338667
## [1910,] 2.5126283587 -0.897570526 -0.4429393258 1.1595718931 0.5599048262
## [1911,] 2.8274163368 -0.684690664 -0.4398550053 1.0931873268 0.6461136564
## [1912,] 1.7932999841 0.618695024 -0.9451681209 0.4707650331 1.4940459071
## [1913,] 1.8043093044 0.529233847 -0.7536838670 0.5290256889 1.5450824090
## [1914,] 0.9546181101 -1.187757684 0.2659011231 -0.7516262663 0.8907619238
## [1915,] 0.9539480752 -1.187757684 0.2659011231 -0.7049191401 0.8212493044
## [1916,] 0.6971875887 -1.187757684 0.2659011231 -0.9078025498 1.0531820875
## [1917,] 0.7000264078 -1.187757684 0.2659011231 -0.7909275586 0.9463942070
## [1918,] 1.8060501964 0.507285615 -0.4009548738 0.6696615105 0.5171821694
## [1919,] 1.8079303719 0.537886639 -0.4844310239 0.6663069143 1.3521085386
## [1920,] 0.5917225096 -1.157151957 0.2549297478 -0.9953328619 -1.6124020530
## [1921,] 0.5951965428 -1.134559468 0.2532270919 -0.9773273612 -1.5909485479
## [1922,] 0.7025548170 -1.024155241 0.2530621053 -0.8621886147 -0.5791017296
## [1923,] 0.7026040703 -1.076245994 0.1974579824 -0.6353943287 -1.3116108600
## [1924,] 1.9643438779 0.185835540 -0.8773579804 1.0750317803 1.1152226877
## [1925,] 1.9576136712 1.140899294 -0.4109539784 0.9210311615 0.8539712019
## [1926,] 2.4753086461 1.024536867 -0.6654037219 1.0696194125 0.3557686074
## [1927,] 2.5192310415 1.163110872 -0.9757157051 1.1349750931 0.2556582322
## [1928,] 0.9680213287 -1.187757684 0.2659011231 -0.5525154377 1.2443368965
## [1929,] 0.9672380113 -1.187757684 0.2659011231 -0.5251963774 1.3157697270
## [1930,] 0.7077213289 -1.175786028 0.2637241504 -0.4077533555 -0.6224688073
## [1931,] 0.7194244708 -1.072493315 0.2630824831 -0.7915920474 -0.8601981154
## [1932,] 0.6944357454 -0.975954718 0.2262896739 -0.3526865325 -0.7856965364
## [1933,] 0.7017899028 -0.947797872 0.2595619802 -0.6385452914 -0.8581555460
## [1934,] 0.8913375507 -1.152807926 0.2112574525 -0.4727232039 -0.6485637741
## [1935,] 0.8905273159 -1.169111856 0.2318424908 -0.6276884031 -0.7782310430
## [1936,] 1.3383563063 -0.315130592 -0.4570092039 -0.2798928654 -0.8533656227
## [1937,] 1.3043385461 -0.932106456 -0.2418401483 -0.4315141859 -0.1592639764
## [1938,] 1.8002184603 0.651687323 -0.4999134524 0.1227765793 -0.9733959444
## [1939,] 1.8059510026 0.641737787 -0.4568415384 0.1953023074 0.6680908554
## [1940,] 0.8933022967 -1.187757684 0.2659011231 -0.8464338016 1.1097377687
## [1941,] 0.9092677909 -1.187757684 0.2659011231 -0.8489309931 1.1209376404
## [1942,] 0.9236445436 -1.187757684 0.2659011231 -0.8875249264 0.9954860261
## [1943,] 0.8968246286 -1.187757684 0.2659011231 -1.0800337381 0.8926902921
## [1944,] 1.7302216684 0.811894486 -0.4603283191 0.3103660310 -0.9607179833
## [1945,] 1.7292658883 0.821396099 -0.5138093618 0.3005380285 -0.9552575360
## [1946,] 1.0646497280 -0.841219214 -0.1350931602 -0.2572788139 0.6820788670
## [1947,] 1.0430614613 -0.964582644 -0.0973468322 -0.6875674105 0.7960630526
## [1948,] 1.5855763643 0.490382102 -0.5848402873 0.3969746329 -0.3441866645
## [1949,] 1.6103817456 -0.462965201 -0.5516919968 0.4235113113 -0.3913843757
## [1950,] 2.5141896099 0.288995405 -0.6805950995 0.9769661068 0.5827140623
## [1951,] 2.5058472951 0.809739517 -0.6678493692 1.1655308565 0.4749864693
## [1952,] 1.7828631467 0.534865216 -0.8522833199 0.4491905849 1.1041745404
## [1953,] 1.8078792860 0.492548827 -0.7137391353 0.4960584746 1.3601825611
## [1954,] 1.0227412937 -0.738436733 -0.0033714175 0.1048461015 1.2870187673
## [1955,] 1.0257336378 -0.732693677 0.1574123992 -0.1735746707 1.5983376765
## [1956,] 0.9675375779 -1.187757684 0.2659011231 -0.6690581845 1.0890804089
## [1957,] 0.9677724281 -1.187757684 0.2659011231 -0.5025823259 1.2433466093
## [1958,] 0.9648454876 -1.187757684 0.2659011231 -0.6480732021 1.0014881132
## [1959,] 0.9662863166 -1.187757684 0.2659011231 -0.6270882198 1.1616519882
## [1960,] 0.6950621015 -1.035889415 0.2606228112 -0.7603825128 0.6983982139
## [1961,] 0.6950806574 -1.008220465 0.2581636120 -0.5552805681 0.8607792229
## [1962,] 0.7798886614 -1.187757684 0.2659011231 -0.9442529712 1.0943206111
## [1963,] 0.7676049040 -1.187757684 0.2659011231 -0.7946572695 0.9163854030
## [1964,] 1.7250855484 0.540364912 -0.5458571110 0.2671742644 -0.4056742047
## [1965,] 1.6973740734 0.605304357 -0.5532345510 0.2121931819 -0.2786955577
## [1966,] 1.7647565494 0.042517783 -0.0945417441 0.4418169037 1.3847439694
## [1967,] 1.7784823576 0.335602921 -0.0391943196 0.3819271787 1.3675550622
## [1968,] 0.5974298144 -1.151852121 0.2592417769 -0.8310112328 -1.5340404746
## [1969,] 0.5991219876 -1.098671540 0.2516169358 -0.6173245227 -1.5968103307
## [1970,] 0.6219076806 -1.180392230 0.2588092188 -1.1698040202 -1.5231163171
## [1971,] 0.6001911265 -1.110376323 0.2515343636 -1.0068435213 -1.5947547097
## [1972,] 2.1126104785 0.600193801 -0.7903594365 1.2388818367 1.1284112911
## [1973,] 2.0505367380 0.908590620 -0.9471883012 1.1477182718 1.3414323608
## [1974,] 2.5117567673 1.112142866 -0.6996462505 1.2384531343 0.4853706184
## [1975,] 2.4700106778 1.163351881 -0.9730240748 1.2652148815 0.2413145656
## [1976,] 0.9684146292 -1.187757684 0.2659011231 -0.4845661076 1.2664772401
## [1977,] 0.9684200127 -1.187757684 0.2659011231 -0.5737576415 1.2699261153
## [1978,] 0.9403983187 -1.187757684 0.2659011231 -0.8464123665 1.1406895481
## [1979,] 0.9335520805 -1.187757684 0.2659011231 -0.6545358908 1.1443227767
## [1980,] 0.6938820855 -0.928144511 0.1756453930 -0.1947954394 -0.7877994694
## [1981,] 0.6875549918 -0.941357655 0.2336266157 -0.3498035089 -0.7391856637
## [1982,] 0.6917845849 -0.876408805 0.1861002199 -0.3002240766 -1.3663295339
## [1983,] 0.6942133040 -0.991322830 0.1909458162 -0.3509610054 -0.9322003203
## [1984,] 1.5235736019 -0.563575078 -0.5363743974 -0.0073024458 -1.2483483074
## [1985,] 1.4711665155 -0.449801435 -0.5563924615 0.3474059181 -0.7594726854
## [1986,] 1.6952383920 0.838987367 -0.4764435903 0.0708821540 -1.3091751123
## [1987,] 1.6908395434 0.832649432 -0.4887934788 0.1588304509 -1.1523785403
## [1988,] 0.9323317838 -1.187757684 0.2659011231 -0.8223300093 1.1359811971
## [1989,] 0.9184343147 -1.187757684 0.2659011231 -1.1457216630 1.0307546096
## [1990,] 0.9252239308 -1.187757684 0.2659011231 -0.8056856387 1.1435054226
## [1991,] 0.9246267830 -1.187757684 0.2659011231 -0.8263383767 1.1368164970
## [1992,] 1.8424757144 1.082628143 -0.4184850592 0.2938931413 -0.9994419679
## [1993,] 1.8617196416 0.715047868 -0.4021239626 0.3658186861 0.9848098484
## [1994,] 1.8056765590 0.556579493 -0.5174326071 0.5020817433 1.4032967649
## [1995,] 1.7974195783 0.704967835 -0.4775255371 0.5066581413 0.3914939955
## [1996,] 1.9548178055 0.700466266 -0.6184321666 0.8176817309 1.1334916116
## [1997,] 1.8749570791 0.098445861 -0.5185014747 0.4101893843 -0.5625197200
## [1998,] 2.5723891825 1.065982098 -0.6634698957 1.2345626601 0.6635538061
## [1999,] 2.6213647309 0.048896866 -0.4759921226 1.0559223709 0.5598819860
## [2000,] 1.7967372110 0.708263185 -0.5959062109 0.4800678751 1.4488483478
## [2001,] 1.8066222594 0.525087325 -0.8407908263 0.6153341992 1.3939012717
## [2002,] 1.7957443192 0.553286494 -0.5338261653 0.5450270059 1.4350968958
## [2003,] 1.8066167995 0.467767276 -0.4774795237 0.6440786949 1.4439115945
## [2004,] 0.9658861054 -1.187757684 0.2659011231 -0.7339637275 0.9976379024
## [2005,] 0.9676788087 -1.187757684 0.2659011231 -0.7259255576 1.1008871782
## [2006,] 0.9638692808 -1.187757684 0.2659011231 -0.6438719186 0.8881206139
## [2007,] 0.9642809462 -1.187757684 0.2659011231 -0.6488984543 0.9941857643
## [2008,] 0.6958056726 -1.106357947 0.2657709618 -0.6801294239 1.0549326283
## [2009,] 0.6985535451 -1.000529355 0.2658919835 -0.7951824299 0.9158160286
## [2010,] 0.7006300845 -1.187757684 0.2659011231 -0.9801460794 -1.1191835237
## [2011,] 0.7035898605 -1.187757684 0.2659011231 -0.9033547624 -1.1673519449
## [2012,] 1.7893980586 0.259505371 -0.1493166791 0.4570144037 1.3558249709
## [2013,] 1.7903953794 0.343536215 -0.1403842361 0.5764937619 1.3635139724
## [2014,] 1.8006431454 0.510331727 -0.8644571911 0.4794891269 1.3873444932
## [2015,] 1.7979571640 0.577655392 -0.8464697075 0.4794355391 1.3980206709
## [2016,] 0.6023820174 -1.147021371 0.2535591138 -0.9669956334 -1.5927969754
## [2017,] 0.6007512389 -1.180775492 0.2564704110 -1.1238899934 -1.6436409667
## [2018,] 0.6147433964 -1.060333555 0.2658437639 -0.9812071179 -1.6113758739
## [2019,] 0.6097334258 -1.127685436 0.2513774136 -0.8420181669 -1.5410459005
## [2020,] 0.7009904731 -1.136394660 0.2645134704 -0.8930873400 0.7231358183
## [2021,] 0.6975201435 -1.107831038 0.2648223280 -0.9889773488 0.9878280221
## [2022,] 0.7150466217 -1.073585495 0.2641154224 -0.8574728883 -1.5743812214
## [2023,] 0.7030363152 -1.089385071 0.2621521287 -0.9344999916 -1.2569541811
## [2024,] 1.9707713491 -0.239686704 -0.8775670896 0.9374183106 1.3471799425
## [2025,] 1.9684916878 0.660207267 -0.6285617476 0.7773408353 1.3182739955
## [2026,] 1.9566270792 0.362624088 -0.4599066341 0.9780378628 1.1010584800
## [2027,] 1.9551218392 1.022252577 -0.3898974596 0.6139194813 1.0319341445
## [2028,] 2.1080909022 1.161248641 -0.9622266682 1.1331531079 0.7584451879
## [2029,] 2.1365643896 0.369750885 -0.9107788850 0.5276538413 0.5939220912
## [2030,] 2.5414453970 -0.187613586 -0.6104855463 1.1159728593 0.6199159085
## [2031,] 2.5156421986 -0.145422992 -0.5541051825 1.0166746664 0.5122600990
## [2032,] 0.9682752311 -1.187757684 0.2659011231 -0.7157545932 1.1898808854
## [2033,] 0.9682472445 -1.187757684 0.2659011231 -0.6661322906 1.1931405130
## [2034,] 0.9596432003 -1.187757684 0.2659011231 -0.6286958538 1.0188156933
## [2035,] 0.9582097020 -1.187757684 0.2659011231 -0.6412139638 1.0184159892
## [2036,] 0.7010623676 -1.187757684 0.2659011231 -0.8628745385 0.9286163480
## [2037,] 0.7044535484 -1.164945349 0.2647819874 -0.6816620350 0.6707550055
## [2038,] 0.7186106470 -1.187757684 0.2659011231 -0.9893095932 0.9805648278
## [2039,] 0.7167922862 -1.187757684 0.2659011231 -1.0009595809 0.7635010367
## [2040,] 0.6967724870 -1.145518888 0.2582958220 -0.7741867300 0.3542317859
## [2041,] 0.6968900457 -1.167983231 0.2631058050 -0.7765124405 0.8941243325
## [2042,] 0.6957010572 -0.954986979 0.1824862718 -0.2299919063 -0.9542949833
## [2043,] 0.6943601474 -0.912299084 0.1539289277 -0.1676692952 -1.1563967900
## [2044,] 0.9294907120 -1.166826391 0.2180081954 -0.4147626397 -0.5359663170
## [2045,] 0.9177010142 -1.059227267 0.1968601224 -0.2839333855 -0.8355959210
## [2046,] 0.8980060954 -1.174636241 0.2397456189 -0.8265098576 -0.3102216058
## [2047,] 0.8967892350 -1.170863577 0.2494412236 -0.8091581281 -0.0657544288
## [2048,] 1.5593574916 0.488382319 -0.8315583503 -0.2045269839 -0.9245765766
## [2049,] 1.5082274004 -0.103790832 -0.8947907811 -0.3464274775 -1.4087079558
## [2050,] 1.3479253703 0.098027329 -0.5691367736 -0.1425151820 -1.0683427953
## [2051,] 1.3831750342 -0.090175615 -0.5627443685 -0.0775774863 -0.9765299507
## [2052,] 1.8053580547 0.497127988 -0.4123417886 0.5765902200 -0.0794911978
## [2053,] 1.7820117148 0.648859882 -0.4217832162 0.4976018032 -0.1253739641
## [2054,] 1.7174268991 0.759112450 -0.4853382141 0.1954416357 -0.5816908332
## [2055,] 1.7312571700 0.746813963 -0.5206932600 0.2348179509 -0.5295074253
## [2056,] 0.8938387370 -1.187437907 0.2600626130 -0.8345265925 0.6319820776
## [2057,] 0.8931385011 -1.187757684 0.2659011231 -0.8314506528 0.8414694369
## [2058,] 0.9381692852 -1.187757684 0.2659011231 -0.7362358502 1.0292536800
## [2059,] 0.9290759539 -1.187757684 0.2659011231 -0.6530461500 1.0737627694
## [2060,] 0.9426683202 -1.187757684 0.2659011231 -0.7711322254 0.7958835936
## [2061,] 0.9524258829 -1.187757684 0.2659011231 -0.8310755382 0.9807867044
## [2062,] 0.8933622788 -1.187644822 0.2603524033 -0.8331761799 0.7565168196
## [2063,] 0.9003838432 -1.187223939 0.2651051847 -1.1613157127 0.7166850837
## [2064,] 1.7383885424 0.791447560 -0.5294484251 0.3071186103 -0.5448218019
## [2065,] 1.7360328631 0.790263679 -0.5254413140 0.2077025243 -0.5371050658
## [2066,] 1.7439654979 0.675315560 -0.4157174752 0.1940162002 -0.3755691454
## [2067,] 1.7762302629 0.897029266 -0.4323451978 -0.0253186640 -0.4481668278
## [2068,] 1.0649924770 -0.914134276 -0.1047381392 -0.2173880558 0.6982040719
## [2069,] 1.0651042323 -0.763455766 -0.0183160242 -0.0456177226 1.4710147945
## [2070,] 1.0380650449 -0.805773330 -0.0043755196 -0.5460741842 1.2127488535
## [2071,] 1.0078392494 -0.819869388 0.0599606041 -0.3675517882 1.4355047571
## [2072,] 1.6081641281 -0.029403854 -0.8588659245 0.4779993861 0.6584033335
## [2073,] 1.5353308842 0.628190758 -0.9280093525 0.3620782577 0.6173039646
## [2074,] 1.5868724881 -0.536067192 -0.6174814842 0.4934005197 0.3664056304
## [2075,] 1.6372113203 0.561717089 -0.6453837668 0.1515746628 -0.4112945336
## [2076,] 2.3179615049 0.477434655 -0.4699711344 0.4963264136 0.5356648127
## [2077,] 2.1370980809 1.135831062 -0.7538115071 1.2458053804 0.9038053286
## [2078,] 2.4409149196 0.851319948 -0.7797487625 1.1432704845 0.4854570850
## [2079,] 2.4356112240 0.672916056 -0.5012747892 0.4049056272 0.5088487470
## [2080,] 1.8018995611 0.535639970 -0.8351330609 0.4328248709 1.1321391435
## [2081,] 1.7727747092 0.646565011 -0.9208230575 0.4313565652 0.7610799720
## [2082,] 1.8043868496 0.489940057 -0.4318467711 0.5293364982 1.2081791754
## [2083,] 1.8085877690 0.472681498 -0.4148266734 0.5084479739 1.3373961653
## [2084,] 1.0114526044 -0.833929001 0.0247647143 -0.4108721655 1.0183686773
## [2085,] 0.9915324952 -1.052123983 0.1284768622 -0.3551837240 1.4041320648
## [2086,] 0.9798584471 -1.137085942 0.2637529876 -0.3507466542 1.5043974273
## [2087,] 0.9740899766 -0.882765551 0.2583339564 -0.4283310706 1.5562153914
## [2088,] 0.9635215682 -1.187757684 0.2659011231 -0.7313164902 0.8853210539
## [2089,] 0.9651010699 -1.187757684 0.2659011231 -0.7358393005 0.9401914521
## [2090,] 0.9656717202 -1.187757684 0.2659011231 -0.7265471761 1.0016496263
## [2091,] 0.9680332411 -1.187757684 0.2659011231 -0.6243659595 1.1652835853
## [2092,] 0.9533712014 -1.187757684 0.2659011231 -0.6552968375 1.0218240783
## [2093,] 0.9457768486 -1.187757684 0.2659011231 -0.8058999899 0.9974307089
## [2094,] 0.9673653825 -1.187757684 0.2659011231 -0.5968325480 1.2705183300
## [2095,] 0.9659161919 -1.187757684 0.2659011231 -0.6193179888 1.2401098219
## [2096,] 0.7011796972 -1.186262256 0.2623256247 -0.8987783644 -0.4754380667
## [2097,] 0.6984622166 -1.104415772 0.2588122128 -0.8062643869 0.1417556189
## [2098,] 0.7044795496 -1.178337191 0.2653836292 -0.8048603866 0.5535666614
## [2099,] 0.7013139027 -1.113241385 0.2646953182 -1.0203476468 0.5271388798
## [2100,] 0.8210380231 -1.087687431 0.2618743145 -0.7804779377 -0.4093400622
## [2101,] 0.7938798644 -1.157441167 0.2308497345 -0.7874443517 0.8134705734
## [2102,] 0.7877803664 -1.108602266 0.2220944119 -0.7846041983 0.7815578728
## [2103,] 0.8217006128 -1.134564171 0.2289686977 -0.7913669786 0.5091032525
## [2104,] 1.7734015616 0.619969430 -0.5193456328 0.2421166092 -0.5830775616
## [2105,] 1.7737993292 0.587943516 -0.4144730631 0.3290896082 -0.6480808664
## [2106,] 1.7085805976 0.844157881 -0.4769382351 0.2705395782 -0.3454494031
## [2107,] 1.7113579457 0.782949953 -0.5256499504 0.0970222827 -0.4565965054
## [2108,] 1.8004877877 0.389249060 -0.3671083447 0.5027247968 -0.0047008530
## [2109,] 1.7984416403 0.474858804 -0.2818425544 0.5415437990 0.0753427455
## [2110,] 1.7853566587 0.151434811 0.0077743993 0.4048306043 1.3774742494
## [2111,] 1.7901674400 0.018991827 -0.1020948862 0.3982500225 1.3957040187
## attr(,"scaled:center")
## Weight FAF Age Height CH2O
## 86.586058 1.010298 24.312600 1.701677 2.008011
## attr(,"scaled:scale")
## Weight FAF Age Height CH2O
## 26.19117175 0.85059243 6.34596827 0.09330482 0.61295345#Visualisasi Rata-Rata Berat Badan berdasarkan Jenis Kelamin
ggplot(data, aes(x = Gender, y = Weight)) +
geom_bar(stat = "summary", fun = "mean", fill = "skyblue") +
labs(title = "Rata-rata Weight per Gender") + theme_minimal()
#Correlation Heatmap Hubungan Antar Variabel Numerik
data_numeric <- data[, sapply(data, is.numeric)]
cor_matrix <- cor(data_numeric)
corrplot(cor_matrix, method = "color", tl.cex = 1)
#Reduksi Dimensi Dengan PCA
pca <- prcomp(data_numeric, scale. = TRUE)
summary(pca)## Importance of components:
## PC1 PC2 PC3 PC4 PC5 PC6
## Standard deviation 1.3091 1.1385 1.0039 0.9076 0.8895 0.60612
## Proportion of Variance 0.2856 0.2160 0.1680 0.1373 0.1319 0.06123
## Cumulative Proportion 0.2856 0.5016 0.6696 0.8069 0.9388 1.00000biplot(pca)
#Analisis dengan MANOVA
#uji asumsi
bartlett_result <- cortest.bartlett(cor(data_numeric), n = nrow(data_numeric))
print(bartlett_result)## $chisq
## [1] 1314.038
##
## $p.value
## [1] 5.090247e-271
##
## $df
## [1] 15#uji normalitas
shapiro.test(data$Height)##
## Shapiro-Wilk normality test
##
## data: data$Height
## W = 0.99323, p-value = 2.772e-08shapiro.test(data$Weight)##
## Shapiro-Wilk normality test
##
## data: data$Weight
## W = 0.9765, p-value < 2.2e-16dependen_vars <- c("Height", "Weight")
faktor_vars <- c("Gender", "FAVC", "SMOKE", "family_history_with_overweight")
for (faktor in faktor_vars) {
cat("UJI NORMALITAS per Level Faktor:", faktor, "\n")
for (dep in dependen_vars) {
cat("Variabel Dependen:", dep, "\n")
hasil <- data %>%
group_by(.data[[faktor]]) %>%
summarise(p_value = tryCatch(shapiro.test(.data[[dep]])$p.value,
error = function(e) NA_real_))
print(hasil)
cat("\n")
}
}## UJI NORMALITAS per Level Faktor: Gender
## Variabel Dependen: Height
## # A tibble: 2 × 2
## Gender p_value
## <fct> <dbl>
## 1 Female 0.00000353
## 2 Male 0.000367
##
## Variabel Dependen: Weight
## # A tibble: 2 × 2
## Gender p_value
## <fct> <dbl>
## 1 Female 1.14e-20
## 2 Male 4.40e-14
##
## UJI NORMALITAS per Level Faktor: FAVC
## Variabel Dependen: Height
## # A tibble: 2 × 2
## FAVC p_value
## <fct> <dbl>
## 1 no 0.000676
## 2 yes 0.000000462
##
## Variabel Dependen: Weight
## # A tibble: 2 × 2
## FAVC p_value
## <fct> <dbl>
## 1 no 2.65e- 8
## 2 yes 2.98e-15
##
## UJI NORMALITAS per Level Faktor: SMOKE
## Variabel Dependen: Height
## # A tibble: 2 × 2
## SMOKE p_value
## <fct> <dbl>
## 1 no 0.0000000260
## 2 yes 0.0305
##
## Variabel Dependen: Weight
## # A tibble: 2 × 2
## SMOKE p_value
## <fct> <dbl>
## 1 no 8.91e-18
## 2 yes 4.49e- 4
##
## UJI NORMALITAS per Level Faktor: family_history_with_overweight
## Variabel Dependen: Height
## # A tibble: 2 × 2
## family_history_with_overweight p_value
## <fct> <dbl>
## 1 no 0.000000950
## 2 yes 0.00000672
##
## Variabel Dependen: Weight
## # A tibble: 2 × 2
## family_history_with_overweight p_value
## <fct> <dbl>
## 1 no 3.88e-12
## 2 yes 2.54e-13#uji homogenitas
data$group <- interaction(data$Gender, data$FAVC)boxM(cbind(data$Height, data$Weight), grouping = data$group)##
## Box's M-test for Homogeneity of Covariance Matrices
##
## data: cbind(data$Height, data$Weight)
## Chi-Sq (approx.) = 230.97, df = 9, p-value < 2.2e-16#Manova
manova_multi <- manova(cbind(Height, Weight) ~ Gender + FAVC + SMOKE + family_history_with_overweight, data = data)
summary(manova_multi)## Df Pillai approx F num Df den Df Pr(>F)
## Gender 1 0.40876 727.65 2 2105 < 2e-16 ***
## FAVC 1 0.09153 106.04 2 2105 < 2e-16 ***
## SMOKE 1 0.00266 2.80 2 2105 0.06075 .
## family_history_with_overweight 1 0.21225 283.59 2 2105 < 2e-16 ***
## Residuals 2106
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1summary.aov(manova_multi)## Response Height :
## Df Sum Sq Mean Sq F value Pr(>F)
## Gender 1 7.0262 7.0262 1409.365 < 2e-16 ***
## FAVC 1 0.3523 0.3523 70.676 < 2e-16 ***
## SMOKE 1 0.0230 0.0230 4.611 0.03188 *
## family_history_with_overweight 1 0.4684 0.4684 93.957 < 2e-16 ***
## Residuals 2106 10.4992 0.0050
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Response Weight :
## Df Sum Sq Mean Sq F value Pr(>F)
## Gender 1 37830 37830 77.2971 < 2e-16 ***
## FAVC 1 99627 99627 203.5639 < 2e-16 ***
## SMOKE 1 1546 1546 3.1589 0.07566 .
## family_history_with_overweight 1 277706 277706 567.4280 < 2e-16 ***
## Residuals 2106 1030703 489
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1summary.aov(manova_multi)## Response Height :
## Df Sum Sq Mean Sq F value Pr(>F)
## Gender 1 7.0262 7.0262 1409.365 < 2e-16 ***
## FAVC 1 0.3523 0.3523 70.676 < 2e-16 ***
## SMOKE 1 0.0230 0.0230 4.611 0.03188 *
## family_history_with_overweight 1 0.4684 0.4684 93.957 < 2e-16 ***
## Residuals 2106 10.4992 0.0050
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Response Weight :
## Df Sum Sq Mean Sq F value Pr(>F)
## Gender 1 37830 37830 77.2971 < 2e-16 ***
## FAVC 1 99627 99627 203.5639 < 2e-16 ***
## SMOKE 1 1546 1546 3.1589 0.07566 .
## family_history_with_overweight 1 277706 277706 567.4280 < 2e-16 ***
## Residuals 2106 1030703 489
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1ggplot(data, aes(x = Height, y = Weight, color = Gender)) +
geom_point(alpha = 0.6) +
geom_smooth(method = "lm") +
labs(title = "Korelasi antara Height dan Weight")## `geom_smooth()` using formula = 'y ~ x'
#Analsis Dengan MANCOVA
mancova_model <- manova(cbind(Height, Weight) ~ Gender + FAVC + SMOKE + family_history_with_overweight + Age + FAF + CH2O, data = data)
summary(mancova_model)## Df Pillai approx F num Df den Df Pr(>F)
## Gender 1 0.43855 820.94 2 2102 < 2.2e-16
## FAVC 1 0.09458 109.78 2 2102 < 2.2e-16
## SMOKE 1 0.00283 2.99 2 2102 0.05073
## family_history_with_overweight 1 0.21893 294.60 2 2102 < 2.2e-16
## Age 1 0.05407 60.07 2 2102 < 2.2e-16
## FAF 1 0.08840 101.92 2 2102 < 2.2e-16
## CH2O 1 0.02984 32.33 2 2102 1.48e-14
## Residuals 2103
##
## Gender ***
## FAVC ***
## SMOKE .
## family_history_with_overweight ***
## Age ***
## FAF ***
## CH2O ***
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1summary.aov(mancova_model)## Response Height :
## Df Sum Sq Mean Sq F value Pr(>F)
## Gender 1 7.0262 7.0262 1562.7362 < 2.2e-16 ***
## FAVC 1 0.3523 0.3523 78.3669 < 2.2e-16 ***
## SMOKE 1 0.0230 0.0230 5.1128 0.02385 *
## family_history_with_overweight 1 0.4684 0.4684 104.1815 < 2.2e-16 ***
## Age 1 0.1866 0.1866 41.5037 1.454e-10 ***
## FAF 1 0.7051 0.7051 156.8306 < 2.2e-16 ***
## CH2O 1 0.1522 0.1522 33.8471 6.876e-09 ***
## Residuals 2103 9.4553 0.0045
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Response Weight :
## Df Sum Sq Mean Sq F value Pr(>F)
## Gender 1 37830 37830 80.2894 < 2.2e-16 ***
## FAVC 1 99627 99627 211.4442 < 2.2e-16 ***
## SMOKE 1 1546 1546 3.2812 0.07022 .
## family_history_with_overweight 1 277706 277706 589.3941 < 2.2e-16 ***
## Age 1 12893 12893 27.3634 1.853e-07 ***
## FAF 1 301 301 0.6384 0.42439
## CH2O 1 26633 26633 56.5253 8.164e-14 ***
## Residuals 2103 990876 471
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1summary.aov(mancova_model)## Response Height :
## Df Sum Sq Mean Sq F value Pr(>F)
## Gender 1 7.0262 7.0262 1562.7362 < 2.2e-16 ***
## FAVC 1 0.3523 0.3523 78.3669 < 2.2e-16 ***
## SMOKE 1 0.0230 0.0230 5.1128 0.02385 *
## family_history_with_overweight 1 0.4684 0.4684 104.1815 < 2.2e-16 ***
## Age 1 0.1866 0.1866 41.5037 1.454e-10 ***
## FAF 1 0.7051 0.7051 156.8306 < 2.2e-16 ***
## CH2O 1 0.1522 0.1522 33.8471 6.876e-09 ***
## Residuals 2103 9.4553 0.0045
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Response Weight :
## Df Sum Sq Mean Sq F value Pr(>F)
## Gender 1 37830 37830 80.2894 < 2.2e-16 ***
## FAVC 1 99627 99627 211.4442 < 2.2e-16 ***
## SMOKE 1 1546 1546 3.2812 0.07022 .
## family_history_with_overweight 1 277706 277706 589.3941 < 2.2e-16 ***
## Age 1 12893 12893 27.3634 1.853e-07 ***
## FAF 1 301 301 0.6384 0.42439
## CH2O 1 26633 26633 56.5253 8.164e-14 ***
## Residuals 2103 990876 471
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1