library(ggplot2)
## Warning: package 'ggplot2' was built under R version 4.0.5
head(Framingham)
## gender age education currentSmoker cigsPerDay BPMeds prevalentStroke
## 1 Male 39 4 0 0 0 0
## 2 Female 46 2 0 0 0 0
## 3 Male 48 1 1 20 0 0
## 4 Female 61 3 1 30 0 0
## 5 Female 46 3 1 23 0 0
## 6 Female 43 2 0 0 0 0
## prevalentHyp diabetes totChol sysBP diaBP BMI heartRate glucose TenYearCHD
## 1 0 0 195 106.0 70 26.97 80 77 0
## 2 0 0 250 121.0 81 28.73 95 76 0
## 3 0 0 245 127.5 80 25.34 75 70 0
## 4 1 0 225 150.0 95 28.58 65 103 1
## 5 0 0 285 130.0 84 23.10 85 85 0
## 6 1 0 228 180.0 110 30.30 77 99 0
attach(Framingham)
Framingham$diabetes <-as.factor(Framingham$diabetes)
table(Framingham$diabetes)
##
## 0 1
## 4131 109
Framingham.f1<-Framingham[Framingham$diabetes==1, ]
Framingham.f1
## gender age education currentSmoker cigsPerDay BPMeds prevalentStroke
## 38 Male 52 1 0 0 0 0
## 45 Female 53 3 0 0 1 0
## 57 Female 54 1 1 9 0 0
## 67 Female 62 1 0 0 0 0
## 97 Female 63 4 1 20 0 0
## 248 Female 40 2 1 20 0 0
## 250 Female 60 1 1 20 0 0
## 261 Male 52 3 0 0 0 0
## 285 Male 68 1 0 0 0 0
## 295 Female 47 1 1 25 0 0
## 312 Male 62 1 1 20 0 0
## 358 Female 54 2 1 3 0 0
## 422 Male 44 1 0 0 NA 0
## 444 Female 60 1 0 0 0 0
## 452 Female 50 2 1 8 0 0
## 472 Male 61 1 0 0 1 0
## 586 Female 60 1 0 0 0 0
## 764 Female 58 1 0 0 0 1
## 834 Female 53 1 0 0 0 0
## 904 Female 60 1 0 0 0 0
## 953 Male 66 1 1 30 0 0
## 1031 Male 45 2 1 20 0 0
## 1069 Male 53 1 1 10 0 0
## 1112 Female 52 2 0 0 0 0
## 1124 Male 64 4 0 0 0 0
## 1166 Female 52 2 1 20 0 0
## 1239 Female 36 2 0 0 0 0
## 1269 Male 61 1 0 0 0 0
## 1304 Male 55 1 0 0 0 0
## 1334 Male 62 1 0 0 0 0
## 1341 Female 48 1 1 25 0 0
## 1364 Male 55 1 1 40 0 0
## 1486 Male 52 2 1 20 0 0
## 1650 Female 43 1 0 0 0 0
## 1675 Male 56 3 0 0 0 0
## 1855 Female 58 1 0 0 1 0
## 1896 Male 48 4 1 20 0 0
## 1908 Male 55 4 0 0 0 0
## 1932 Female 58 2 0 0 0 0
## 1998 Female 58 1 0 0 0 0
## 2025 Female 62 1 0 0 0 0
## 2042 Male 68 1 0 0 0 0
## 2092 Male 65 1 0 0 0 0
## 2099 Female 39 3 0 0 0 0
## 2181 Male 63 1 0 0 0 0
## 2218 Male 39 1 1 20 0 0
## 2235 Male 52 1 0 0 0 0
## 2379 Male 58 1 0 0 0 0
## 2394 Female 59 3 1 15 0 0
## 2407 Female 62 1 0 0 0 0
## 2499 Male 57 1 0 0 0 0
## 2504 Male 43 1 1 20 0 0
## 2529 Male 65 2 0 0 0 0
## 2571 Male 47 3 0 0 0 0
## 2601 Male 59 1 1 3 0 0
## 2646 Female 66 1 0 0 NA 0
## 2650 Female 63 1 0 0 0 0
## 2669 Female 57 2 0 0 1 0
## 2785 Female 55 NA 0 0 1 0
## 2802 Female 47 1 1 1 0 0
## 2803 Female 62 2 0 0 0 0
## 2850 Male 48 2 1 20 0 0
## 2856 Male 59 4 0 0 0 0
## 2892 Male 49 1 0 0 0 0
## 2894 Male 62 3 0 0 0 0
## 2910 Female 67 2 0 0 1 0
## 2927 Female 50 1 0 0 0 0
## 2962 Male 52 1 0 0 0 0
## 3003 Female 55 3 1 20 0 0
## 3052 Female 50 3 1 9 0 0
## 3113 Male 47 4 1 15 0 0
## 3141 Female 47 2 0 0 0 0
## 3204 Female 47 1 1 9 0 0
## 3243 Male 52 3 1 35 0 0
## 3257 Female 44 4 0 0 0 0
## 3301 Male 57 1 0 0 0 0
## 3322 Female 58 2 0 0 0 0
## 3328 Male 44 4 1 25 0 0
## 3450 Female 56 1 1 10 1 0
## 3459 Male 57 3 1 15 0 0
## 3553 Male 46 1 1 30 0 0
## 3607 Male 45 4 0 0 0 0
## 3621 Male 66 2 0 0 0 0
## 3681 Female 47 2 1 20 0 0
## 3683 Female 62 1 0 0 0 0
## 3722 Female 65 1 1 9 0 0
## 3740 Female 65 1 0 0 0 0
## 3750 Female 54 1 0 0 0 0
## 3764 Female 61 NA 0 0 0 0
## 3779 Female 47 1 1 20 0 0
## 3798 Male 53 2 0 0 0 0
## 3810 Male 50 3 0 0 0 0
## 3818 Male 47 2 1 20 0 0
## 3840 Male 63 1 0 0 0 0
## 3845 Female 62 3 1 20 1 0
## 3850 Female 46 2 1 15 0 0
## 3869 Male 52 NA 0 0 0 0
## 3896 Female 65 1 0 0 0 0
## 3972 Male 64 3 0 0 0 0
## 3975 Female 64 1 0 0 0 0
## 4043 Male 44 1 0 0 0 0
## 4065 Male 41 2 1 15 0 0
## 4077 Female 61 1 0 0 1 0
## 4085 Female 54 1 0 0 0 0
## 4097 Female 56 1 0 0 0 0
## 4155 Male 52 2 0 0 0 0
## 4204 Male 63 1 1 10 0 0
## 4216 Female 63 1 0 0 0 0
## 4229 Female 50 1 0 0 0 0
## prevalentHyp diabetes totChol sysBP diaBP BMI heartRate glucose
## 38 1 1 178 160.0 98.0 40.11 75 225
## 45 1 1 311 206.0 92.0 21.51 76 215
## 57 0 1 266 114.0 76.0 17.61 88 55
## 67 1 1 212 190.0 99.0 29.64 100 202
## 97 0 1 239 134.0 80.0 26.64 88 126
## 248 0 1 NA 114.0 65.0 21.19 61 NA
## 250 0 1 180 200.0 122.5 44.27 88 150
## 261 1 1 240 146.0 89.0 24.59 64 73
## 285 1 1 164 142.0 85.0 30.28 70 120
## 295 1 1 258 195.0 90.0 NA 86 NA
## 312 1 1 194 151.5 88.0 21.61 75 105
## 358 1 1 231 127.5 83.0 21.31 70 115
## 422 0 1 190 122.0 81.0 36.12 70 143
## 444 0 1 260 95.5 59.0 25.94 90 160
## 452 0 1 292 132.0 82.0 22.54 80 110
## 472 1 1 270 177.5 95.0 28.15 62 123
## 586 1 1 258 142.0 87.0 32.53 82 145
## 764 1 1 267 157.0 94.0 33.32 92 205
## 834 1 1 248 200.0 140.0 43.30 107 130
## 904 1 1 282 213.0 94.5 28.58 71 78
## 953 0 1 234 114.5 62.5 28.62 75 216
## 1031 0 1 279 138.0 86.0 30.63 80 144
## 1069 1 1 229 146.5 82.0 27.80 60 172
## 1112 1 1 600 159.5 94.0 28.27 78 140
## 1124 0 1 251 133.0 72.5 24.28 65 86
## 1166 1 1 334 147.0 86.0 29.01 80 63
## 1239 0 1 208 156.5 105.0 33.82 95 186
## 1269 0 1 218 160.0 96.0 28.89 75 223
## 1304 1 1 180 174.0 100.0 26.83 71 78
## 1334 0 1 237 114.0 72.0 25.65 62 89
## 1341 0 1 304 102.0 66.5 28.90 100 66
## 1364 0 1 205 127.0 76.0 22.24 90 325
## 1486 0 1 258 132.0 80.0 27.52 90 268
## 1650 1 1 231 155.5 99.5 34.95 68 274
## 1675 0 1 214 115.0 80.0 25.09 70 292
## 1855 1 1 294 195.0 90.0 27.73 72 127
## 1896 1 1 230 135.5 90.0 25.34 95 91
## 1908 0 1 245 133.0 78.0 29.05 73 115
## 1932 1 1 240 150.0 80.0 26.45 66 255
## 1998 0 1 260 85.5 51.0 20.76 87 206
## 2025 1 1 390 184.5 83.0 18.99 87 47
## 2042 1 1 184 157.0 97.0 33.16 110 148
## 2092 1 1 240 235.0 100.0 NA 68 297
## 2099 0 1 209 104.0 72.0 23.96 90 103
## 2181 0 1 229 109.0 75.0 38.42 110 120
## 2218 0 1 195 106.0 80.0 23.57 85 132
## 2235 0 1 219 125.0 82.0 24.06 73 173
## 2379 1 1 287 145.0 72.5 26.27 88 206
## 2394 0 1 342 137.0 83.5 25.18 86 140
## 2407 0 1 233 130.0 87.0 21.34 85 386
## 2499 0 1 300 121.0 74.0 28.09 80 155
## 2504 0 1 309 124.0 85.0 26.91 70 215
## 2529 0 1 238 122.0 81.0 23.95 67 150
## 2571 0 1 199 161.0 102.0 29.17 58 NA
## 2601 1 1 230 182.0 102.0 25.91 66 147
## 2646 1 1 203 205.0 83.0 28.27 75 118
## 2650 1 1 150 152.0 88.0 36.54 72 170
## 2669 1 1 318 161.0 90.0 38.11 68 112
## 2785 1 1 279 165.0 105.5 32.51 73 87
## 2802 1 1 160 197.0 109.0 34.91 82 320
## 2803 1 1 313 164.0 94.0 27.40 70 81
## 2850 0 1 172 131.0 79.0 35.12 75 108
## 2856 0 1 314 135.0 77.5 22.17 75 170
## 2892 0 1 248 130.5 82.0 27.29 52 254
## 2894 0 1 346 102.5 66.5 17.17 80 394
## 2910 1 1 303 204.0 96.0 27.86 75 394
## 2927 0 1 258 127.0 80.0 24.10 75 124
## 2962 1 1 258 177.0 111.0 30.38 80 270
## 3003 0 1 216 125.0 80.0 27.18 86 244
## 3052 0 1 210 134.0 80.0 18.26 64 NA
## 3113 1 1 210 163.5 97.0 28.24 105 183
## 3141 0 1 221 140.0 94.0 28.84 80 85
## 3204 1 1 214 144.0 92.0 22.73 72 57
## 3243 1 1 281 133.0 93.0 32.27 115 80
## 3257 1 1 254 145.0 85.0 21.27 75 137
## 3301 0 1 213 136.5 87.0 25.51 58 119
## 3322 1 1 265 143.5 85.0 21.68 91 107
## 3328 0 1 241 111.0 78.0 27.78 85 167
## 3450 1 1 241 174.0 97.0 29.22 90 135
## 3459 0 1 245 132.0 77.0 23.01 76 207
## 3553 0 1 217 115.0 72.0 21.34 90 73
## 3607 0 1 189 132.0 78.0 28.40 75 177
## 3621 0 1 189 140.0 71.0 27.56 70 119
## 3681 1 1 211 159.5 82.5 34.08 86 250
## 3683 0 1 282 125.0 75.0 29.88 75 136
## 3722 1 1 271 144.5 88.0 32.41 82 116
## 3740 1 1 193 153.0 100.0 32.00 75 107
## 3750 0 1 223 110.0 67.5 21.22 78 294
## 3764 1 1 231 161.5 88.0 31.03 85 166
## 3779 0 1 186 139.0 85.0 27.90 80 125
## 3798 0 1 234 113.0 68.0 24.80 76 108
## 3810 1 1 232 148.5 94.0 25.78 80 88
## 3818 1 1 296 141.0 93.0 28.50 68 332
## 3840 1 1 260 155.5 98.0 30.08 67 109
## 3845 1 1 358 215.0 110.0 37.62 110 368
## 3850 0 1 233 106.0 60.0 20.84 75 348
## 3869 0 1 232 130.0 74.0 32.52 95 248
## 3896 1 1 304 139.0 75.0 25.12 82 116
## 3972 1 1 195 176.0 78.0 24.90 95 370
## 3975 1 1 262 147.0 90.0 26.51 85 173
## 4043 1 1 208 175.0 101.0 27.93 95 193
## 4065 0 1 155 107.0 81.0 20.96 90 191
## 4077 1 1 265 200.0 125.0 29.50 68 256
## 4085 1 1 326 187.0 95.0 29.94 67 235
## 4097 1 1 273 136.0 80.0 27.73 90 210
## 4155 1 1 269 157.5 83.0 26.60 70 80
## 4204 0 1 240 146.0 84.0 30.48 75 120
## 4216 1 1 236 155.0 82.0 39.17 78 79
## 4229 1 1 260 190.0 130.0 43.67 85 260
## TenYearCHD
## 38 0
## 45 1
## 57 0
## 67 0
## 97 0
## 248 1
## 250 0
## 261 0
## 285 1
## 295 1
## 312 1
## 358 0
## 422 0
## 444 0
## 452 0
## 472 1
## 586 0
## 764 1
## 834 1
## 904 0
## 953 1
## 1031 0
## 1069 0
## 1112 1
## 1124 0
## 1166 0
## 1239 0
## 1269 0
## 1304 0
## 1334 0
## 1341 1
## 1364 1
## 1486 1
## 1650 1
## 1675 1
## 1855 0
## 1896 0
## 1908 0
## 1932 1
## 1998 1
## 2025 0
## 2042 1
## 2092 1
## 2099 0
## 2181 0
## 2218 0
## 2235 1
## 2379 1
## 2394 0
## 2407 0
## 2499 1
## 2504 0
## 2529 1
## 2571 0
## 2601 1
## 2646 1
## 2650 0
## 2669 0
## 2785 0
## 2802 1
## 2803 0
## 2850 0
## 2856 0
## 2892 0
## 2894 1
## 2910 1
## 2927 0
## 2962 1
## 3003 0
## 3052 0
## 3113 0
## 3141 0
## 3204 0
## 3243 0
## 3257 0
## 3301 0
## 3322 0
## 3328 1
## 3450 1
## 3459 0
## 3553 0
## 3607 0
## 3621 0
## 3681 1
## 3683 0
## 3722 0
## 3740 0
## 3750 0
## 3764 0
## 3779 0
## 3798 1
## 3810 1
## 3818 1
## 3840 1
## 3845 1
## 3850 0
## 3869 1
## 3896 0
## 3972 0
## 3975 0
## 4043 0
## 4065 0
## 4077 1
## 4085 0
## 4097 1
## 4155 0
## 4204 0
## 4216 0
## 4229 0
ShockIndex = Framingham$heartRate/Framingham$sysBP
ShockIndex
## [1] 0.7547170 0.7851240 0.5882353 0.4333333 0.6538462 0.4277778 0.4347826
## [8] 0.7900000 0.5371025 0.5740741 0.5639098 0.5496183 0.6901408 0.5241935
## [15] 0.7456140 0.6785714 0.4637681 0.7142857 0.6147541 0.6115108 0.6666667
## [22] 0.5668016 0.4729730 0.5378788 0.5454545 0.6078431 0.5909091 0.5530303
## [29] 0.4670330 0.5538462 0.5882353 0.6521739 0.6000000 0.5373134 0.6530612
## [36] 0.7630522 0.4690554 0.4687500 0.3921569 0.6396396 0.5836910 0.6147541
## [43] 0.4729730 0.5681818 0.3689320 0.6770833 0.5013928 0.6302521 0.8189655
## [50] 0.5755396 0.3833866 0.8035714 0.6153846 0.4344828 0.7826087 0.7586207
## [57] 0.7719298 0.5226481 0.5652174 0.4746835 0.7851240 0.3821656 0.6315789
## [64] 0.6561265 0.5514706 0.4675325 0.5263158 0.6074766 0.6755556 0.5727273
## [71] 0.4255319 0.5431034 0.5630252 0.5666667 0.5818182 0.4693141 0.5354839
## [78] 0.6956522 0.5298013 0.5592105 0.5027933 0.5419355 0.6376812 0.6048387
## [85] 0.3846154 0.6194690 0.4710145 0.2850000 0.8064516 0.6611570 0.4347826
## [92] 0.5660377 0.6960784 0.3896104 0.6349206 0.4878049 0.6567164 0.6000000
## [99] 0.4166667 0.4132231 0.4905660 0.5319149 0.5727273 0.5103448 0.6500000
## [106] 0.6296296 0.5652174 0.6159420 0.4812834 0.6178862 0.5395683 0.4827586
## [113] 0.6231884 0.4746835 0.6617647 0.5905512 0.3426791 0.7000000 0.6339286
## [120] 0.5605096 0.6476190 0.6696429 0.7339450 0.7407407 0.4430380 0.6666667
## [127] 0.5859375 0.5084746 0.6086957 0.5535714 0.8301887 0.6849315 0.5820896
## [134] 0.7187500 0.6198347 0.5725191 0.7633588 0.4435484 0.4285714 0.7294118
## [141] 0.5797101 0.7000000 0.6808511 0.6357616 0.3676471 0.5838926 0.4964539
## [148] 0.5228758 0.4878049 0.3988920 0.5384615 0.5633803 0.5201465 0.2688679
## [155] 0.7840000 0.5223881 0.3921569 0.6400000 0.4083770 0.7407407 0.5925926
## [162] 0.4316547 0.9322034 0.6862745 0.5106383 0.3583815 0.6238532 0.7272727
## [169] 0.6697248 0.5000000 0.5019305 0.5983607 0.7272727 0.6126126 0.6048387
## [176] 0.5696203 0.4395604 0.6393443 0.6553191 0.7272727 0.7232143 0.5468750
## [183] 0.8135593 0.6250000 0.5200000 0.4430380 0.5811966 0.4927536 0.5200000
## [190] 0.4982699 0.6015038 0.5688073 0.4409449 0.5555556 0.5625000 0.8018868
## [197] 0.5555556 0.5668790 0.4411765 0.5985401 0.8108108 0.5454545 0.7446809
## [204] 0.5857741 0.4888889 0.4305556 0.6451613 0.6382979 0.5468750 0.7680000
## [211] 0.6209677 0.3356643 0.5722892 0.6822430 0.5928854 0.5519713 0.9130435
## [218] 0.7719298 0.6260163 0.6250000 0.4255319 0.6854839 0.5000000 0.8018868
## [225] 0.6250000 0.4929577 0.6666667 0.4619718 0.6106870 0.5860806 0.4687500
## [232] 0.6201550 0.7555556 0.5031447 0.5625000 0.6759259 0.5677419 0.6048387
## [239] 0.6147541 0.7364341 0.5755396 0.5202703 0.6343284 0.7258065 0.4980843
## [246] 0.6802721 0.6541353 0.5350877 0.5023256 0.4400000 0.6153846 0.4791667
## [253] 0.6605505 0.4435484 0.4800000 0.2857143 0.4285714 0.5251799 0.7592593
## [260] 0.3797468 0.4383562 0.5328467 0.4600000 0.5238095 0.5074627 0.6976744
## [267] 0.4792332 0.5357143 0.6343284 0.7040000 0.7913669 0.5172414 0.4883721
## [274] 0.6800000 0.6470588 0.6823529 0.5426357 0.5442177 0.5254902 0.6880734
## [281] 0.5151515 0.5121951 0.5306122 0.9600000 0.4929577 0.6836735 0.8095238
## [288] 0.4952381 0.7927928 0.3968254 0.5171103 0.5948276 0.5600000 0.7175573
## [295] 0.4410256 0.6808511 0.6854839 0.7425743 0.5000000 0.5769231 0.5950413
## [302] 0.6046512 0.7659574 0.3406940 0.7010309 0.6016949 0.6880734 0.7425743
## [309] 0.8453608 0.4945455 0.7017544 0.4950495 0.5909091 0.4357143 0.7522124
## [316] 0.6168224 0.5059524 0.4777070 0.4480000 0.6608696 0.5932203 0.4391892
## [323] 0.5038168 0.7857143 0.4135338 0.5905512 0.7487179 0.5600000 0.4761905
## [330] 0.5284553 0.6666667 0.8712871 0.6454545 0.4901961 0.5034483 0.5952381
## [337] 0.6719368 0.5087108 0.5015873 0.8750000 0.5379747 0.6666667 0.5405405
## [344] 0.7301587 0.4411765 0.4710145 0.6250000 0.6250000 0.5769231 0.6818182
## [351] 0.4761905 0.7090909 0.8018868 0.7438017 0.5109489 0.7631579 0.6049822
## [358] 0.5490196 1.1016949 0.5555556 0.5479452 0.6300000 0.5338983 0.8571429
## [365] 0.8018868 0.5923077 0.4736842 0.5087719 0.5859375 0.4186047 0.7131148
## [372] 0.4716981 0.6206897 0.6315789 0.5128205 0.5483871 0.5603448 0.7868852
## [379] 0.6605505 0.4705882 0.6910569 0.8000000 0.6545455 0.5185185 0.4897959
## [386] 0.5166667 0.4775281 0.6048387 0.5647059 0.6306306 0.5665529 0.5555556
## [393] 0.5645161 0.6716418 0.6040268 0.3757576 0.5347985 0.5306122 0.4905660
## [400] 0.5660377 0.4855072 0.5752212 0.5550661 0.6293103 0.5882353 0.4855072
## [407] 0.5531915 0.4787234 0.4379562 0.5859155 0.5725191 0.5128205 0.5469388
## [414] 0.5259259 0.4060914 0.5538462 0.6756757 0.6621622 0.6250000 0.6470588
## [421] 0.6666667 0.5737705 0.7644444 0.5500000 0.9090909 0.8061224 0.5629630
## [428] 0.5666667 0.4850746 0.4262295 0.6392694 0.6250000 0.6127660 0.6111111
## [435] 0.5416667 0.4545455 0.4235294 0.6737589 0.6048387 0.7964602 0.6465517
## [442] 0.4285714 0.8411215 0.9424084 0.5479452 0.5153846 0.3110048 0.6666667
## [449] 0.5132743 0.6521739 0.6339286 0.6060606 0.6697674 0.6666667 0.4835165
## [456] 0.6250000 0.6134454 0.4263566 0.4133333 0.6697248 0.6048387 0.5909091
## [463] 0.4592593 0.5136986 0.5131579 0.5974026 0.6400000 0.5669291 0.6818182
## [470] 0.4800000 0.6044776 0.3492958 0.7868852 0.5607477 0.6266667 0.6896552
## [477] 0.4960630 0.4800000 0.6956522 0.5379310 0.5172414 0.3118644 0.5632911
## [484] 0.5760000 0.7539683 0.5172414 0.5833333 0.5298507 0.6333333 0.8163265
## [491] 0.8663594 0.5230769 0.7835821 0.5555556 0.3731343 0.5438596 0.6058394
## [498] 0.5165563 0.5405405 0.6814159 0.7087379 0.4838710 0.5303030 0.4948454
## [505] 0.6944444 0.7037037 0.5046729 0.4892086 0.4684015 0.5627706 0.6060606
## [512] 0.6188679 0.5935484 0.4218182 0.6390977 0.5555556 0.5538462 0.5161290
## [519] 0.5901639 0.9345794 0.5957447 0.6589147 0.4729730 0.8333333 0.4335260
## [526] 0.4873950 0.4769231 0.4734694 0.8095238 0.5250000 0.5840000 0.4497354
## [533] 0.7079646 0.5121951 0.4965517 0.8095238 0.7000000 0.4385965 0.6578947
## [540] 0.6800000 0.6413502 0.5343511 0.6956522 0.6896552 0.7454545 0.4772727
## [547] 0.5128205 0.8035714 0.7242798 0.5208333 0.7017544 0.6250000 0.5771812
## [554] 0.4641834 0.4571429 0.5272727 0.6201550 0.5230769 0.5128205 0.6250000
## [561] 0.7265306 0.5814978 0.8203125 0.7234043 0.5172414 0.5120000 0.4181818
## [568] 0.4787234 0.7222222 0.5185185 0.5950413 0.5413534 0.6666667 0.4800000
## [575] 0.5743243 0.6967213 0.4835165 0.7391304 0.6419753 0.3251534 0.5395683
## [582] 0.6666667 0.5479452 0.6960000 0.5738397 0.5774648 0.6938776 0.6896552
## [589] 0.3783784 0.6269841 0.4090909 0.5775862 0.7826087 0.7642276 0.6640000
## [596] 0.6302521 0.4362140 0.4166667 0.7333333 0.5365854 0.6017699 0.8252427
## [603] 0.5909091 0.6428571 0.5182927 0.5034483 0.6887967 0.4689655 0.7327586
## [610] 0.8571429 0.4322581 0.7208122 0.7476636 0.5555556 0.5254902 0.6473029
## [617] 0.7489362 0.4782609 0.5405405 0.5017921 0.5411765 0.6274510 0.6896552
## [624] 0.6190476 0.4000000 0.7317073 0.5652174 0.7500000 0.6513410 0.5726496
## [631] 0.6409496 0.4478764 0.5135135 0.5873606 0.6638298 0.3693182 0.5405405
## [638] 0.6055046 0.5360000 0.7446809 0.5877863 0.5294118 0.7692308 0.3425076
## [645] 0.6239316 0.6465517 0.6274510 0.4513619 0.4669261 0.5970149 0.4328358
## [652] 0.6486486 0.4280156 0.5945946 0.6074766 0.5891473 0.6538462 0.6942149
## [659] 0.6696429 0.5275591 0.7114625 0.5952381 0.6014493 0.4311377 0.4574209
## [666] 0.5666667 0.4779412 0.5822785 0.7589286 0.5172414 0.5434783 0.6260870
## [673] 0.6181818 0.6190476 0.5857741 0.5653710 0.5042017 0.4238806 0.4615385
## [680] 0.7818182 0.4395604 0.5067568 0.3493976 0.5208333 0.6204380 0.6557377
## [687] 0.5984252 0.5714286 0.5280000 NA 0.4699454 0.5158730 0.5310345
## [694] 0.5958904 0.7692308 0.5283019 0.7619048 0.9401709 0.4301075 0.4918033
## [701] 0.6355932 0.5636364 0.5514706 0.7522936 0.6518519 0.7534884 0.5409253
## [708] 0.6052632 0.4054054 0.5666667 0.5000000 0.6492537 0.8093023 0.6349206
## [715] 0.6302521 0.5647059 0.4255319 0.6451613 0.4964539 0.7438017 0.6750000
## [722] 0.4560261 0.7910448 0.4078947 0.4892966 0.5555556 0.5538462 0.5825243
## [729] 0.5726496 0.5887850 0.5327869 0.4645161 0.5982906 0.4333333 0.6106870
## [736] 0.5555556 0.5084746 0.6902655 0.4644809 0.5416667 0.6179775 0.5312500
## [743] 0.8253968 0.5303030 0.6535433 0.5428571 0.5187500 0.5882353 0.4140351
## [750] 0.6400000 0.2864583 0.5511811 0.7000000 0.4341085 0.6382979 0.6446281
## [757] 0.6319703 0.7017544 0.4809160 0.3750000 0.5826772 0.6321244 0.6074766
## [764] 0.5859873 0.6800000 0.6302521 0.4555556 0.4054054 0.4285714 0.5523810
## [771] 0.5853659 0.5135135 0.6028369 0.5714286 0.5932203 0.5500000 0.6140351
## [778] 0.5284553 0.5666667 0.6500000 0.8474576 0.6517857 0.4927536 0.5000000
## [785] 0.5109489 0.6413502 0.5714286 0.5761317 0.4661654 0.4263323 0.5907173
## [792] 0.3841463 0.7426160 0.6821705 0.6538462 0.5084746 0.4615385 0.4102564
## [799] 0.8103448 0.6410256 0.5511811 0.5533333 0.6172840 0.5645161 0.5681818
## [806] 0.4615385 0.5250000 0.5281690 0.6000000 0.5609756 0.5955556 0.6944444
## [813] 0.6421053 0.3322476 0.3732394 0.5407407 0.6756757 0.6406250 0.6854839
## [820] 0.6666667 0.4651163 0.4285714 0.3921569 0.7317073 1.0000000 0.6865672
## [827] 0.5882353 0.7868852 0.5158730 0.5243446 0.6666667 0.4285714 0.6089552
## [834] 0.5350000 0.4625407 0.6299213 0.6250000 0.5474453 0.6884058 0.5639098
## [841] 0.5000000 0.6311475 0.7407407 0.5172414 0.4924242 0.5171103 0.7627119
## [848] 0.8016878 0.7280702 0.5392157 0.5572519 0.6470588 0.6168224 0.7183673
## [855] 0.5343511 0.6578947 0.6666667 0.5932203 0.4726027 0.4751773 0.8411215
## [862] 0.5390625 0.4417178 0.6250000 0.3114754 0.5597015 0.6371681 0.7929515
## [869] 0.6730769 0.4814815 0.5954198 0.6500000 0.5791506 0.4705882 0.5737705
## [876] 0.5781250 0.5647059 0.3921569 0.4880952 0.5960784 0.4029851 0.6607930
## [883] 0.5128205 0.5000000 0.7142857 0.4634146 0.3863636 0.5785124 0.4468085
## [890] 0.6097561 0.5245902 0.5092593 0.5945946 0.6349206 0.5673759 0.6307692
## [897] 0.6762590 0.6481481 0.4523810 0.5136986 0.5312500 0.5947955 0.6987952
## [904] 0.3333333 0.8260870 0.6418919 0.5905512 0.6821705 0.7539683 0.6447761
## [911] 0.8333333 0.8800000 0.5228758 0.9230769 0.5592105 0.6355932 0.6103896
## [918] 0.4142857 0.6416667 0.6576577 0.7327586 0.6521739 0.5190840 0.6918239
## [925] 0.4077670 0.6504065 0.6050955 0.5070423 0.5660377 0.4316547 0.7207207
## [932] 0.5165563 0.4020101 0.4347826 0.5019305 0.7215686 0.4625850 0.5426357
## [939] 0.5413534 0.7222222 0.5253731 0.4687500 0.4659091 0.6808511 0.5882353
## [946] 0.6580087 0.5859375 0.6610169 0.4040404 0.5361702 0.7086614 0.7870370
## [953] 0.6550218 0.4872727 0.4768212 0.4164038 0.8305085 0.4687500 0.4525547
## [960] 0.5323194 0.6072874 0.5357143 0.6938776 0.5936073 0.5541126 0.7547170
## [967] 0.5909091 0.5573770 0.5839416 0.5062500 0.5597015 0.5976096 0.5413534
## [974] 0.6224066 0.4961832 0.5031447 0.3529412 0.4032258 0.5974026 0.6515152
## [981] 0.9130435 0.6306306 0.5909091 0.7382550 0.4962963 0.5905512 0.5867769
## [988] 0.4173913 0.5395683 0.6311475 0.7079646 0.6129032 0.5035971 0.7627119
## [995] 0.6311475 0.5573770 0.6511628 0.5200000 0.5327869 0.7678571 0.5882353
## [1002] 0.8064516 0.4790419 0.3398058 0.4957265 0.4137931 0.5700935 0.5845070
## [1009] 0.6706587 0.3943662 0.8071749 0.6081081 0.5639098 0.7700000 0.7121212
## [1016] 0.5395683 0.5690377 0.4488189 0.5782313 0.7500000 0.5494505 0.6711409
## [1023] 0.8064516 0.4661654 0.4562738 0.4680851 0.6183206 0.5496183 0.4142857
## [1030] 0.5687204 0.5797101 0.5634921 0.5241379 0.6967213 0.4452297 0.5945946
## [1037] 0.6690141 0.4809160 0.5333333 0.6410256 0.6293706 0.4363636 0.4148607
## [1044] 0.5081967 0.4027778 0.4741641 0.7500000 0.5088339 0.4354839 0.6517857
## [1051] 0.5474453 0.5521472 0.4568966 0.5306122 0.5000000 0.5555556 0.7094340
## [1058] 0.5342466 0.4858757 0.7619048 0.7373272 0.5909091 0.6176471 0.7659574
## [1065] 0.5936396 0.6100386 0.5303030 0.6106870 0.4095563 0.5789474 0.7383178
## [1072] 0.6129032 0.5971223 0.6732026 0.8036530 0.5801527 0.4924242 0.5114504
## [1079] 0.5200000 0.3731343 0.6639004 0.5379310 0.5694444 0.7244094 0.6040816
## [1086] 0.5725191 0.7203390 0.6666667 0.5185185 0.7203390 0.7317073 0.6250000
## [1093] 0.5839416 0.6140351 0.6204380 0.6160000 0.7488987 0.6371681 0.6929825
## [1100] 0.6090909 0.6000000 0.8415842 0.6106870 0.5369128 0.5246914 0.7450980
## [1107] 0.6058394 0.6571429 0.4846154 0.5655172 0.4377104 0.4890282 0.4808362
## [1114] 0.4928571 0.6890756 0.5325444 0.6824645 0.6117647 0.6017699 0.7000000
## [1121] 0.6842105 0.6831683 0.7166667 0.4887218 0.5072464 0.4913295 0.6133333
## [1128] 0.8073394 0.3174603 0.5113269 0.6077739 0.3647799 0.5958904 0.5928571
## [1135] 0.7786885 0.5076923 0.5120000 0.5151515 0.7272727 0.4722222 0.5639098
## [1142] 0.4897959 0.5760000 0.4102564 0.3620690 0.4000000 0.5714286 0.6821705
## [1149] 0.5846154 0.6000000 0.6194690 0.5859375 0.5034483 0.4069767 0.4910180
## [1156] 0.6081081 0.6465517 0.7868852 0.7627907 0.4861111 0.6050420 0.4761905
## [1163] 0.6000000 0.4923077 0.8017241 0.5442177 0.4142857 0.6140351 0.4560261
## [1170] 0.6349206 0.4710145 0.3600000 0.5882353 0.6422764 0.4848485 0.4452830
## [1177] 0.4814815 0.4387097 0.6488550 0.5607477 0.4000000 0.5312500 0.8461538
## [1184] 0.3586957 0.7629630 0.6355932 0.4361371 0.7456140 0.5084746 0.3497942
## [1191] 0.7863248 0.4044944 0.5179856 0.4409449 0.3804348 0.5567010 0.5112782
## [1198] 0.4000000 0.5630252 0.6400000 0.6060606 0.5217391 0.6343284 0.5617978
## [1205] 0.7101449 0.5528455 0.5165563 0.6818182 0.6967213 0.5378151 0.5909091
## [1212] 0.4350877 0.4516129 0.6306306 0.5270758 0.5000000 0.6896552 0.5757576
## [1219] 0.5739130 0.4143646 0.6956522 0.4310345 0.6250000 0.6967213 0.8298755
## [1226] 0.4724409 0.8780488 0.4620253 0.5769231 0.6451613 0.4166667 0.5178571
## [1233] 0.5617978 0.4378109 0.5263158 0.4583333 0.5645161 0.4807692 0.6070288
## [1240] 0.6048387 0.5000000 0.6250000 0.4873950 0.5769231 0.5932203 0.4807692
## [1247] 0.5743243 0.8849558 0.4779874 0.6456693 0.6666667 0.5944056 0.4800000
## [1254] 0.6349206 0.6803279 0.5038760 0.6635945 0.3703704 0.4428044 0.6060606
## [1261] 0.5416667 0.6747967 0.6250000 0.5533597 0.7604563 0.6250000 0.5244755
## [1268] 0.7421875 0.4687500 0.6393443 0.8556701 0.4931507 0.5225806 0.6250000
## [1275] 0.6315789 0.7326007 0.5428571 0.5840000 0.6611570 0.6206897 0.5106383
## [1282] 0.6666667 0.4754717 0.6944444 0.6288210 0.5529954 0.3881402 0.7272727
## [1289] 0.6880000 0.5714286 0.8000000 0.6601942 0.7346939 0.4347826 0.5460123
## [1296] 0.7894737 0.5149254 0.6884058 0.4046243 0.5067568 0.6870229 0.6756757
## [1303] 0.5043478 0.4080460 0.8000000 0.5476190 0.6083333 0.7299270 0.4878049
## [1310] 0.5537190 0.5681818 0.7304348 0.5468750 0.7962963 0.4305556 0.6578947
## [1317] 0.5514706 0.6976744 0.6274510 0.5660377 0.5905512 0.4761905 0.5194805
## [1324] 0.5769231 0.4838710 0.5600000 0.4962963 0.4532374 0.5857143 0.6217228
## [1331] 0.6967213 0.6250000 0.8849558 0.5438596 0.5625000 0.5000000 0.5298013
## [1338] 0.5322581 0.8086957 0.6666667 0.9803922 0.5785124 0.6274510 0.8558559
## [1345] 0.6488889 0.7246377 0.5263158 0.3846154 0.5909091 0.6578947 0.5121951
## [1352] 0.5964912 0.4838710 0.3816254 0.6306306 0.5714286 0.6521739 0.4294479
## [1359] 0.6666667 0.5793651 0.5655172 0.5319149 0.5839416 0.7086614 0.6597222
## [1366] 0.4347826 0.4682274 0.5000000 0.5396825 0.9306931 0.4135338 0.5357143
## [1373] 0.4687500 0.5660377 0.6167401 0.6585366 0.5072464 0.6692913 0.6074074
## [1380] 0.5434783 0.6196078 0.4109589 0.8256881 0.6060606 0.4057971 0.7024793
## [1387] 0.5952381 0.5892857 0.6198347 0.5597015 0.4675325 0.4480000 0.6880734
## [1394] 0.5523810 0.6504065 0.5496183 0.6956522 0.5234899 0.5447154 0.5503356
## [1401] 0.7758621 0.6693878 0.4320988 0.6201550 0.4861111 0.4817518 0.7131148
## [1408] 0.6194690 0.4846154 0.5244755 0.4360902 0.7423581 0.7500000 0.5652174
## [1415] 0.7042254 0.5633803 0.4748201 0.5343511 0.5479452 0.6097561 0.5423729
## [1422] 0.7894737 0.5173502 0.4929577 0.7578947 0.8695652 0.5913043 0.6870229
## [1429] 0.5882353 0.5109489 0.5284553 0.6153846 0.5490196 0.6000000 0.5785124
## [1436] 0.5333333 0.4827586 0.6000000 0.6446886 0.7391304 0.6837607 0.5689655
## [1443] 0.4545455 0.6382979 0.6666667 0.6909091 0.4615385 0.7192982 0.6514658
## [1450] 0.6692913 0.7826087 0.8636364 0.5267857 0.4915254 0.4966887 0.5688073
## [1457] 0.6302521 0.5925926 0.4740741 0.7200000 0.5106383 0.4820144 0.7954545
## [1464] 0.6374502 0.5289256 0.5937500 0.5855856 0.4724409 0.6343284 0.5000000
## [1471] 0.6492754 0.7441860 0.5600000 0.6048387 0.5128205 0.4921875 0.6060606
## [1478] 0.5818182 0.3548387 0.6569343 0.6086957 0.6083650 0.5957447 0.5348837
## [1485] 0.5357143 0.6818182 0.5319149 0.5210728 0.7183673 0.6605505 0.4255319
## [1492] 0.4365079 0.5925926 0.7572816 0.6016260 0.4952381 0.4958678 0.5283019
## [1499] 0.5491803 0.5490196 0.7000000 0.5714286 0.5271318 0.6756757 0.5754386
## [1506] 0.7346939 0.8050847 0.3496503 0.5333333 0.6822430 0.4561404 0.5760000
## [1513] 0.4452055 0.4878049 0.5581395 0.5433962 0.6115702 0.6666667 0.5426357
## [1520] 0.6690141 0.5025126 0.7714286 0.6343284 0.8303571 0.6000000 0.3910615
## [1527] 0.7600000 0.4357542 0.6831683 0.7211538 0.6517857 0.6730769 0.4565217
## [1534] 0.5538462 0.6416667 0.6451613 0.5263158 0.6210046 0.6944444 0.6046512
## [1541] 0.5600000 0.5593220 0.3217158 0.7328244 0.7758621 0.4620939 0.6000000
## [1548] 0.6521739 0.6117647 0.6551724 0.4333333 0.6666667 0.6153846 0.4516129
## [1555] 0.4573171 0.7346939 0.7708333 0.3882353 0.5202312 0.5373134 0.4301075
## [1562] 0.5519481 0.8725490 0.4687500 0.5825243 0.7652174 0.5208333 0.3284314
## [1569] 0.4385965 0.6842105 0.8627451 0.5000000 0.5171103 0.6410256 0.5589520
## [1576] 0.7142857 0.4936709 0.4615385 0.6234818 0.6666667 0.6306306 0.6415094
## [1583] 0.8000000 0.6582278 0.6666667 0.4285714 0.6258993 0.4818182 0.2903226
## [1590] 0.3724490 0.7384615 0.4657534 0.6097561 0.7017544 0.5555556 0.4261364
## [1597] 0.5357143 0.5855856 0.6389776 0.5929204 0.4014085 0.5988024 0.4145078
## [1604] 0.3101604 0.6930693 0.7720930 0.6122449 0.7555556 0.2959184 0.5079365
## [1611] 0.6130952 0.6153846 0.6324111 0.3823529 0.5102041 0.5357143 0.5454545
## [1618] 0.8396947 0.6896552 0.4647059 0.3947368 0.7250000 0.6666667 0.5760000
## [1625] 0.4755245 0.5696203 0.6538462 0.4372093 0.7894737 0.6294821 0.5531915
## [1632] 0.4658385 0.5263158 0.6063348 0.5283019 0.7377049 0.4615385 0.6172840
## [1639] 0.5271318 0.4224422 0.4754098 0.5344828 0.5090909 0.7400881 0.4621849
## [1646] 0.7181818 0.4870130 0.5970149 0.6504065 0.4372990 0.5409836 0.6995516
## [1653] 0.5462185 0.6930693 0.5859375 0.5496183 0.6153846 0.5748031 0.5952381
## [1660] 0.5296167 0.4402516 0.6172840 0.5179856 0.4129032 0.6956522 0.5806452
## [1667] 0.6422018 0.5517241 0.5673077 0.5859375 0.5502183 0.4347826 0.5769231
## [1674] 0.6803279 0.6086957 0.5414013 0.5375494 0.6250000 0.5333333 0.5531915
## [1681] 0.6132404 0.4471545 0.5565217 0.5357143 0.5616438 0.6086957 0.6466165
## [1688] 0.4109589 0.5785124 0.5042017 0.7166667 0.4437870 0.5974026 0.7089552
## [1695] 0.5776173 0.7545455 0.5725191 0.4255319 0.5714286 0.6779661 0.6818182
## [1702] 0.6000000 0.5250000 0.5617978 0.5119454 0.8727273 0.4548495 0.5583333
## [1709] 0.6074766 0.5538462 0.5802048 0.7843137 0.5928854 0.5460751 0.6186441
## [1716] 0.6137184 0.7203390 0.3253012 0.5498282 0.5150215 0.5000000 0.5426357
## [1723] 0.4718310 0.7075472 0.5737705 0.6000000 0.5042017 0.3921569 0.6606607
## [1730] 0.5777778 0.4594595 0.4304636 0.4677419 0.5462185 0.7075472 0.4594595
## [1737] 0.6129032 0.6290323 0.5390071 0.5901639 0.6635071 0.7086614 0.6250000
## [1744] 0.4465409 0.5281690 0.5691057 0.5769231 0.6153846 0.5105105 0.5528455
## [1751] 0.5480769 0.4950495 0.4562738 0.5818182 0.8500000 0.5344828 0.5681818
## [1758] 0.7747748 0.5859375 0.3988439 0.4237288 0.4658385 0.5031447 0.7692308
## [1765] 0.6038961 0.4459459 0.6910569 0.5128205 0.4666667 0.8623853 0.3892216
## [1772] 0.5961538 0.2941176 0.4983389 0.5072464 0.6611570 0.4806202 0.5241935
## [1779] 0.6486486 0.8695652 0.5970149 0.4936709 0.4795322 0.7835821 0.5454545
## [1786] 0.5038760 0.6060606 0.4489796 0.5606695 0.5333333 0.7857143 0.4015152
## [1793] 0.5829960 0.5833333 0.5378151 0.5000000 0.4630225 0.5523810 0.5681818
## [1800] 0.4341085 0.6456693 0.6910569 0.7731959 0.4430380 0.4774194 0.5155556
## [1807] 0.7037037 1.0280374 0.4382022 0.7407407 0.3829787 0.4961832 0.4444444
## [1814] 0.5600000 0.6153846 0.5906040 0.3797468 0.4687500 0.5769231 0.7500000
## [1821] 0.5486111 0.5283019 0.6666667 0.4651163 0.5327869 0.4609929 0.5853659
## [1828] 0.6666667 0.3926380 0.4347826 0.7346939 0.5859375 0.4545455 0.7364341
## [1835] 0.6960784 0.5913043 0.4400000 0.5519481 0.4701754 0.5371901 0.6785714
## [1842] 0.5607477 0.4487179 0.6299213 0.4186047 0.4315068 0.6008230 0.5000000
## [1849] 0.5454545 0.6730769 0.6689655 0.5597015 0.8571429 0.5365854 0.3692308
## [1856] 0.5629139 0.5250000 0.5769231 0.5020921 0.5396825 1.0416667 0.3750000
## [1863] 0.5474453 0.4297521 0.8070175 0.5483871 0.5882353 0.8064516 0.6722689
## [1870] 0.5657895 0.5669291 0.5447471 0.7539683 0.6153846 0.5547445 0.5882353
## [1877] 0.6451613 0.6274510 0.3400000 0.6608696 0.4338983 0.8148148 0.4761905
## [1884] 0.7142857 0.5902778 0.6451613 0.7079646 0.6800000 0.4794521 0.5479452
## [1891] 0.5606061 0.5166667 0.5921053 0.4981685 0.6844444 0.7011070 0.5078125
## [1898] 0.6637168 0.5511811 0.4872727 0.7589286 0.4822695 0.5833333 0.6074766
## [1905] 0.7048458 0.4827586 0.5909091 0.5488722 0.5840708 0.5630252 0.6325581
## [1912] 0.6349206 0.6355932 0.5565217 0.5555556 0.5000000 0.6547085 0.3921569
## [1919] 0.4421769 0.5294118 0.4615385 0.5681818 0.6293706 0.5836910 0.8631579
## [1926] 0.8380952 0.5300353 0.5617978 0.7364341 0.6875000 0.4430380 0.4400000
## [1933] 0.6732673 0.5789474 0.5185185 0.7207207 0.5333333 0.5492958 0.6976744
## [1940] 0.3661972 0.6818182 0.5762712 0.4000000 0.7870370 0.4363636 0.5327869
## [1947] 0.5042017 0.2857143 0.5666667 0.6206897 0.4551724 0.6250000 0.4328358
## [1954] 0.6390041 0.5625000 0.7190083 0.3885714 0.5945946 0.6232558 0.6756757
## [1961] 0.4788732 0.7531381 0.8000000 0.5704467 0.7731959 0.6722689 0.5179856
## [1968] 0.5952381 0.6428571 0.4678363 0.6060606 0.4252874 0.5344828 0.6400000
## [1975] 0.3484321 0.4662577 0.4206349 0.7870370 0.6504065 0.4920635 0.5625000
## [1982] 0.7155172 0.6857143 0.4878049 0.4705882 0.4482759 0.7272727 0.4596774
## [1989] 0.6320346 0.3232759 0.5603113 0.5882353 0.5877551 0.5149254 0.5780347
## [1996] 0.4166667 0.5650224 1.0175439 0.3777778 0.6060606 0.8181818 0.6492537
## [2003] 0.6000000 0.6222222 0.6696429 0.9803922 0.5789474 0.4973822 0.4721311
## [2010] 0.6541353 0.5185185 0.4464286 0.5810811 0.4237288 0.7462687 0.6666667
## [2017] 0.4687500 0.5909091 0.5952381 0.5088339 0.5985915 0.5227273 0.6204380
## [2024] 0.5049834 0.4715447 0.4742857 0.7207207 0.8421053 0.6475410 0.5555556
## [2031] 0.5517241 0.4166667 0.7800000 0.6497890 0.6637168 0.5538462 0.5000000
## [2038] 0.5922330 0.7083333 0.5714286 0.7000000 0.7006369 0.5799257 0.5769231
## [2045] 0.6666667 0.5737705 0.6637931 0.5904762 0.5769231 0.7142857 0.5245902
## [2052] 0.7906977 0.6333333 0.6380952 0.5769231 0.5802048 0.5000000 0.7017544
## [2059] 0.6666667 0.4273504 0.5546218 0.6281588 0.7666667 0.5819672 0.5882353
## [2066] 0.6577181 0.6666667 0.5358255 0.6201550 0.6410256 0.5361702 0.6370968
## [2073] 0.5669291 0.6551724 0.5147059 0.6696429 0.5619835 0.6206897 0.6282723
## [2080] 0.5065789 0.5982906 0.5928854 0.5769231 0.4934211 0.5597015 0.5985401
## [2087] 0.4387097 0.4255319 0.4210526 0.6862745 0.6017699 0.2893617 0.6747967
## [2094] 0.4468085 0.7009346 0.5887097 0.8000000 0.5538462 0.8653846 0.4458599
## [2101] 0.4824561 0.6302521 0.6097561 0.4705882 0.6000000 0.6307692 0.5416667
## [2108] 0.4318182 0.5882353 0.5748988 0.6857143 0.4982699 0.4584980 0.5546218
## [2115] 0.7441860 0.4315068 0.6194690 0.5511811 0.7217391 0.4109589 0.5540541
## [2122] 0.6423358 0.8173077 0.5555556 0.4477612 0.5514706 0.4870130 0.3758865
## [2129] 0.6575342 0.6015038 0.5223881 0.4800000 0.3219512 0.4483776 0.4716981
## [2136] 0.5657371 0.4432432 0.6224066 0.4027778 0.7046632 0.4934211 0.6538462
## [2143] 0.4393939 0.7480315 0.5038760 0.4347826 0.5454545 0.5806452 0.4729730
## [2150] 0.6792453 0.6190476 0.4628099 0.5429864 0.6825939 0.6465517 0.5000000
## [2157] 0.5454545 0.4913793 0.5426357 0.6347826 0.6153846 0.5230769 0.5000000
## [2164] 0.6206897 0.6034483 0.6612903 0.4109589 0.5905512 0.7927928 0.5597015
## [2171] 0.4945055 0.6949153 0.6693548 0.6115108 0.4235294 0.5000000 0.6976744
## [2178] 0.8440367 0.5806452 0.4190476 1.0091743 0.5211268 0.5833333 0.6363636
## [2185] 0.5075758 0.6923077 0.5298013 0.4891304 0.6380952 0.5538462 0.6394052
## [2192] 0.6260870 0.6692913 0.9278351 0.6250000 0.5564516 0.5263158 0.3626943
## [2199] 0.7572016 0.5000000 0.4870130 0.5468750 0.6260870 0.5000000 0.4683544
## [2206] 0.5333333 0.5399449 0.6513761 0.6521739 0.6201550 0.6307692 0.5000000
## [2213] 0.4675325 0.4532374 0.3607427 0.5098039 0.9494949 0.8018868 0.5433962
## [2220] 0.7288136 0.7083333 0.6530612 0.4848485 0.7931034 0.5309735 0.4897959
## [2227] 0.5964912 0.5647059 0.5283019 0.5508475 0.5714286 0.6090909 0.6071429
## [2234] 0.7441860 0.5840000 0.4932735 0.5179856 0.7393939 0.4965517 0.6203704
## [2241] 0.6521739 0.6724138 0.7971014 0.7870370 0.6944444 0.6097561 0.5405405
## [2248] 0.6083650 0.6770833 0.6250000 0.5156250 0.5964912 0.5067568 0.6428571
## [2255] 0.5960784 0.6666667 0.6513410 0.6225681 0.6465517 0.6250000 0.7300000
## [2262] 0.6575342 0.4210526 0.4054054 0.5681818 0.6521739 0.4460432 0.4615385
## [2269] 0.4729730 0.5040000 0.7299270 0.4887218 0.6425703 0.6883721 0.5597015
## [2276] 0.6321839 0.6818182 0.4750000 0.3333333 0.6880734 0.5434783 0.4726027
## [2283] 0.3966006 0.6636364 0.8415842 0.5067568 0.6818182 0.4379562 0.6334842
## [2290] 0.3398693 0.4858757 0.7058824 0.5966387 0.6044444 0.5681818 0.5789474
## [2297] 0.5875000 0.5726872 0.4496644 0.5792350 0.4651163 0.8189655 0.5772358
## [2304] 0.7017544 0.4773869 0.4150943 0.5555556 0.3443038 0.4842105 0.6034483
## [2311] 0.5344828 0.8000000 0.5583333 0.6465517 0.4542587 0.4948454 0.4885057
## [2318] 0.5263158 0.6511628 0.6181818 0.5864662 0.5603448 0.3846154 0.4785714
## [2325] 0.5172414 0.5555556 0.7920792 0.5944056 0.4758621 0.5737705 0.6036036
## [2332] 0.4726027 0.6557377 0.8000000 0.6200000 0.5111111 0.6788991 0.6926407
## [2339] 0.5537190 0.6136364 0.4545455 0.4387097 0.7647059 0.7000000 0.4521739
## [2346] 0.5128205 0.7383178 0.7372881 0.4652778 0.3885714 0.6666667 0.5136986
## [2353] 0.4800000 0.5681818 0.4800000 0.5555556 0.5454545 0.6349206 0.7809524
## [2360] 0.6250000 0.6666667 0.6818182 0.5312500 0.7964602 0.4832714 0.7207207
## [2367] 0.6779661 0.4696133 0.5000000 0.5405405 0.6506849 0.4659091 0.5043478
## [2374] 0.4166667 0.6616541 0.5403226 0.4744526 0.7407407 0.6068966 0.4518072
## [2381] 0.3970588 0.5785124 0.8029197 0.5136986 0.5132075 0.5633803 0.6140351
## [2388] 0.5833333 0.8527132 0.6991150 0.7299270 0.6036364 0.6862745 0.6277372
## [2395] 0.6557377 0.6244726 0.6181818 0.5514706 0.4940239 0.7096774 0.6666667
## [2402] 0.5500000 0.5538462 0.6813187 0.4800000 0.5853659 0.6538462 0.7449393
## [2409] 0.6000000 0.4817518 0.5423729 0.6341463 0.5486726 0.4883721 0.8510638
## [2416] 0.5582822 0.4523810 0.5627119 0.5303030 0.5333333 0.3360434 0.5673759
## [2423] 0.7027027 0.6349206 0.5232558 0.6500000 0.5468750 0.5545455 0.8627451
## [2430] 0.4173913 0.4620939 0.7083333 0.5681818 0.5078125 0.8560000 0.4392157
## [2437] 0.4551724 0.5818182 0.6062992 0.7936508 0.5787234 0.5312500 0.6666667
## [2444] 0.5434783 0.5511811 0.6990291 0.2906977 0.6795367 0.3863636 0.5760000
## [2451] 0.6896552 0.4629630 0.6666667 0.5220588 0.5403226 0.5905512 0.7391304
## [2458] 0.6146789 0.5468750 0.5283951 0.4979253 0.5714286 0.6400000 0.4137931
## [2465] 0.6696429 0.6568627 0.4230769 0.5000000 0.5660377 0.7555556 0.6250000
## [2472] 0.6102941 0.5755396 0.4545455 0.5824561 0.3915663 0.6640625 0.6530612
## [2479] 0.4657534 0.5494505 0.7142857 0.7448980 0.9230769 0.6147541 0.5777778
## [2486] 0.6870229 0.5200000 0.6382979 0.6024096 0.5833333 0.4964539 0.5000000
## [2493] 0.6857143 0.4109589 0.6884058 0.6730769 0.6461538 0.6181818 0.6611570
## [2500] 0.6521739 0.4928571 0.5172414 0.4397163 0.5645161 0.6854839 0.5063291
## [2507] 0.8119658 0.5000000 0.4150943 0.6979167 0.5917160 0.7804878 0.4026846
## [2514] 0.5210084 0.6000000 0.6367041 0.5752212 0.6140351 0.4569536 0.4800000
## [2521] 0.5468750 0.6818182 0.7272727 0.4960836 0.6666667 0.6500000 0.7727273
## [2528] 0.6046512 0.5491803 0.6386555 0.5109489 0.6666667 0.4548495 0.5617021
## [2535] 0.4716981 0.6198347 0.5929204 0.6071429 0.5714286 0.6475410 0.6818182
## [2542] 0.4838710 0.5767442 0.5000000 0.5245902 0.5365854 0.6050420 0.4219178
## [2549] 0.7547170 0.4939759 0.5238095 0.5672727 0.6996198 0.4715447 0.6101695
## [2556] 0.4964539 0.5084746 0.4854369 0.5600000 0.6476190 0.5327869 0.5777778
## [2563] 0.7017544 0.7563025 0.4452055 0.5500000 0.5871560 0.6451613 0.7589286
## [2570] 0.3333333 0.3602484 0.6260870 0.5395683 0.7083333 0.4761905 0.5257143
## [2577] 0.6488889 0.6097561 0.6437768 0.7142857 0.6106870 0.6557377 0.6521739
## [2584] 0.5538462 0.7441860 0.7083333 0.4424242 0.7024390 0.5352113 0.3468208
## [2591] 0.7456140 0.5882353 0.7592593 0.4453782 0.4952381 0.5354839 0.7441860
## [2598] 0.4838710 0.4375000 0.5555556 0.3626374 0.6201550 0.5000000 0.6640000
## [2605] 0.4581818 0.5246914 0.4117647 0.5639098 0.4423077 0.6689895 0.6818182
## [2612] 0.5703125 0.5312500 0.4806202 0.5421687 0.5084746 0.6019417 0.5673759
## [2619] 0.4802867 0.6465517 0.4293194 0.5223881 0.5486726 0.5000000 0.5639098
## [2626] 0.5573770 0.6307692 0.4545455 0.4363636 0.8534483 0.5853659 0.6618705
## [2633] 0.5343511 0.7572016 0.4547945 0.6355932 0.5714286 0.5701754 0.5529954
## [2640] 0.4960630 0.5208333 0.6942149 0.5102041 0.4800000 0.5932203 0.3658537
## [2647] 0.6750000 0.5416667 0.8245614 0.4736842 0.6440678 0.6271777 0.4580153
## [2654] 0.7510204 0.6756757 0.4892086 0.6302521 0.4736842 0.8653846 0.4137931
## [2661] 0.5462185 0.7250000 0.5544554 0.9411765 0.5258964 1.1377246 0.5416667
## [2668] 0.4934211 0.4223602 0.7364341 0.4402516 0.4718310 0.5818182 0.7217391
## [2675] 0.4721311 0.4866920 0.5913043 0.5234375 0.6122449 0.5084746 0.6692913
## [2682] 0.6825939 0.4466667 0.3428571 0.5787234 0.5095057 0.4385965 0.4746835
## [2689] 0.6033058 0.7042254 0.5603448 0.7090909 0.6173913 0.6147541 0.6260870
## [2696] 0.5483871 0.7169811 0.5000000 0.6418919 0.5263158 0.5322581 0.7777778
## [2703] 0.6227106 0.6393443 0.5468750 0.5000000 0.4513889 0.5633803 0.5454545
## [2710] 0.5785124 0.5691057 0.5555556 0.6637168 0.4064516 0.6461538 0.6198347
## [2717] 0.4144737 0.5524476 0.6081081 0.9090909 0.7920792 0.7042254 0.4796748
## [2724] 0.7076923 0.4237288 0.6990291 0.6206897 0.6280992 0.6017699 0.5338078
## [2731] 0.7833333 0.5212121 0.5357143 0.8156028 0.5043988 0.6299213 0.6338028
## [2738] 0.5042017 0.6115108 0.7407407 0.6553191 0.5227273 0.4885496 0.5607477
## [2745] 0.6126126 0.5897436 0.7024793 0.6018519 0.5779817 0.5296443 0.8333333
## [2752] 0.7916667 0.5355649 0.8411215 0.6315789 0.4457143 0.8070175 0.4466667
## [2759] 0.4855072 0.6431718 0.4377358 0.6880734 0.5714286 0.5286344 0.5597015
## [2766] 0.7850467 0.6060606 0.5405405 0.5853659 0.5376344 0.5668016 0.3947368
## [2773] 0.6956522 0.5511811 0.7821782 0.4035088 0.4924242 0.6075949 0.6015038
## [2780] 0.4143646 0.5244755 0.6341463 0.5754386 0.5158730 0.4424242 0.4845815
## [2787] 0.6008584 0.5390625 0.5434783 0.4189189 0.5448718 0.5052632 0.9714286
## [2794] 0.5405405 0.5797101 0.5369128 0.4216867 0.6524823 0.5675676 0.4838710
## [2801] 0.5442177 0.4162437 0.4268293 0.4358974 0.6465517 0.6382979 0.6849315
## [2808] 0.5762712 0.6363636 0.7673469 0.6666667 0.7142857 0.6090535 0.8333333
## [2815] 0.5630252 0.7707317 0.5344828 0.6910569 0.7017544 0.3646409 0.6439394
## [2822] 0.5426357 0.7103448 0.8620690 0.6604651 0.5333333 0.4510638 0.6043165
## [2829] 0.4814815 0.4732824 0.7407407 0.4782609 0.7058824 0.6000000 0.6349206
## [2836] 0.7258065 0.4292929 0.6097561 0.4666667 0.5000000 0.6134969 0.7142857
## [2843] 0.6260870 0.5319149 0.5764192 0.5645161 0.6071429 0.4948454 0.6607930
## [2850] 0.5725191 0.7407407 0.6400000 0.5158730 0.5607477 0.6756757 0.5555556
## [2857] 0.4736842 0.7009346 0.5663717 0.6029412 0.7075472 0.6250000 0.6000000
## [2864] 0.6122449 0.3418803 0.7772021 0.5303030 0.6491228 0.4923077 0.6302521
## [2871] 0.3837209 0.8135593 0.4324324 0.5369128 0.5655738 0.5928854 0.3719298
## [2878] 0.5312500 0.8349515 0.5925926 0.5859375 0.3928571 0.5454545 0.4419890
## [2885] 0.4464832 0.3672131 0.5491803 0.7661290 0.4096386 0.6862745 0.8252427
## [2892] 0.3984674 0.5132743 0.7804878 0.8333333 0.6498195 0.6880734 0.7419355
## [2899] 0.6037736 0.4970760 0.6222222 0.6068376 0.6302521 0.7916667 0.5963303
## [2906] 0.4814815 0.6441948 0.6174497 0.5803922 0.3676471 0.7596899 0.6842105
## [2913] 0.6000000 0.8333333 0.8474576 0.5660377 0.6250000 0.4577465 0.5573770
## [2920] 0.5255474 0.4290429 0.5373134 0.9056604 0.8035714 0.5581395 0.5833333
## [2927] 0.5905512 0.4697509 0.4225352 0.4772727 0.4819277 0.7130435 0.5391304
## [2934] 0.5511811 0.6568627 0.4198895 0.3246073 0.5942029 0.5517241 0.5882353
## [2941] 0.9090909 0.7075472 0.5132743 0.6482213 0.5846154 0.4983389 0.5387205
## [2948] 0.5909091 0.6896552 0.5102041 0.5769231 0.7438017 0.3692308 0.6130268
## [2955] 0.5454545 0.9090909 0.5194030 0.5725191 0.4745763 0.4121212 0.6760563
## [2962] 0.4519774 0.6481481 0.5967742 0.5172414 0.5925926 0.5483871 0.7238095
## [2969] 0.6380952 0.4067797 0.6588235 0.4320988 0.5347985 0.5970149 0.4584527
## [2976] 0.6111111 0.5952381 0.5917603 0.5600000 0.5723906 0.8095238 0.4303797
## [2983] 0.4846154 0.5151515 0.6032787 0.6405229 0.4912281 0.5902778 0.6923077
## [2990] 0.6976744 0.5000000 0.4062500 0.6938776 0.5081967 0.7462687 0.5634921
## [2997] 0.5206612 0.6504854 0.3851852 0.5433071 0.5760000 0.6782609 0.6880000
## [3004] 0.5533333 0.7446809 0.4892966 0.5952381 0.5040650 0.7424242 0.6329114
## [3011] 0.6000000 0.4809160 0.5250000 0.5254237 0.5343511 0.6415094 0.7142857
## [3018] 0.6229508 0.6400000 0.5782313 0.5067568 0.4461538 0.6639004 0.6277372
## [3025] 0.6880734 0.5737705 0.4822335 0.5084746 0.5217391 0.5725191 0.5760000
## [3032] 0.3860590 0.3687943 0.4193548 0.6956522 0.4976959 0.8888889 0.7394366
## [3039] 0.5263158 0.5619835 0.4161074 0.5140562 0.7142857 0.4878049 0.7009346
## [3046] 0.5185185 0.5307692 0.4421769 0.6097561 0.5769231 0.4248366 0.4776119
## [3053] 0.6225681 0.4941176 0.3626943 0.5714286 0.8962264 0.3963415 0.5324675
## [3060] 0.7317073 0.5725191 0.5387205 0.4279070 0.6431373 0.6470588 0.5000000
## [3067] 0.5948276 0.3846154 0.5263158 0.5776173 0.5040650 0.4724409 0.6938776
## [3074] 0.5187970 0.4387755 0.7142857 0.5539568 0.8108108 0.7234043 0.5106383
## [3081] 0.4746835 0.6306306 0.4392157 0.4338983 0.6083650 0.4210526 0.6535433
## [3088] 0.4897959 0.4528302 0.6092715 0.4518272 0.5131579 0.6240602 0.5371025
## [3095] 0.4651163 0.6578947 0.6115108 0.6086957 0.8088235 0.6692913 0.6164384
## [3102] 0.4983389 0.4000000 0.6956522 0.5666667 0.4338983 0.6818182 0.7538462
## [3109] 0.7024793 0.6451613 0.5714286 0.5725490 0.6422018 0.5369128 0.6127660
## [3116] 0.5681818 0.5945946 0.4907975 0.7782101 0.7327586 0.8296943 0.4233983
## [3123] 0.6080000 0.6172840 0.5333333 0.5079365 0.6250000 0.6746032 0.6343284
## [3130] 0.5063291 0.4800000 0.4500000 0.5032258 0.4060150 0.6569343 0.4513889
## [3137] 0.5197740 0.4411765 0.6140351 0.6884058 0.5714286 0.7327586 1.0751880
## [3144] 0.5571429 0.3882353 0.7741935 0.5980066 0.7426471 0.3773585 0.5288136
## [3151] 0.6622517 0.4924242 0.7943925 0.5200000 0.5419847 0.5901639 0.5263158
## [3158] 0.8186047 0.4968944 0.6122449 0.6050955 0.3571429 0.6601942 0.5901639
## [3165] 0.7189542 0.6785714 0.5092593 0.5688623 0.5075758 0.6956522 0.6086957
## [3172] 0.5737705 0.5693950 0.7009346 0.5787234 0.5494505 0.6194690 0.5289256
## [3179] 0.6106870 0.5857741 0.5468750 0.5731707 0.6184211 0.7522124 0.6127660
## [3186] 0.5148515 0.7166667 0.5238095 0.4864865 0.5916667 0.8205128 0.3733333
## [3193] 0.9738220 0.6206897 1.0476190 0.7142857 0.4193548 0.5538462 0.4393939
## [3200] 0.5769231 0.6126761 0.5000000 0.7031250 0.5000000 0.7142857 0.5714286
## [3207] 0.6147541 0.5128205 0.7272727 0.5490196 0.5322581 0.5588235 0.5920578
## [3214] 0.5714286 0.3007519 0.4893617 0.5838509 0.5793651 0.8558559 0.6715328
## [3221] 0.6250000 0.6422018 0.6250000 0.6504065 0.6048387 0.7894737 0.6666667
## [3228] 0.6250000 0.7870370 0.6439394 0.4615385 0.6666667 0.6614786 0.5958549
## [3235] 0.7727273 0.7142857 0.7692308 0.5217391 0.5223881 0.5343511 0.5597015
## [3242] 0.7396226 0.8646617 0.6201550 0.5479452 0.3703704 0.4155844 0.6122449
## [3249] 0.6504065 0.7175573 0.6722689 0.5813953 0.5038168 0.7192982 0.6545455
## [3256] 0.3869048 0.5172414 0.3846154 0.6018519 0.6944444 0.4958678 0.4754098
## [3263] 0.7264957 0.5461847 0.5905512 0.7735849 0.4739336 0.5555556 0.5638767
## [3270] 0.8137255 0.5907173 0.6611570 0.5555556 0.6521739 0.6437768 0.8080808
## [3277] 0.4869565 0.8196721 0.4966887 0.5985915 0.6696429 0.7264957 0.7317073
## [3284] 0.6696429 0.5955556 0.6611570 0.4255319 0.5769231 0.7086614 0.5263158
## [3291] 0.3741935 0.5943775 0.7166667 0.5474453 0.6024096 0.7288889 0.5743243
## [3298] 0.6953125 0.6974790 0.5833333 0.4249084 0.5940594 0.6201550 0.5035971
## [3305] 0.5118110 0.4789916 0.5263158 0.6818182 0.5217391 0.6352941 0.6090226
## [3312] 0.5042017 0.5204461 0.6372549 0.5241935 0.4905660 0.5907173 0.5990783
## [3319] 0.5882353 0.5727273 0.4088398 0.6341463 0.4056338 0.6554622 0.6000000
## [3326] 0.4777070 0.6568627 0.7657658 0.5725191 0.4918033 0.4347826 0.6048387
## [3333] 0.7042254 0.5200000 0.5815603 0.5319149 0.6232558 0.4025157 0.5944056
## [3340] 0.6015038 0.4062500 0.5501618 0.5992509 0.9285714 0.5220339 0.4878049
## [3347] 0.6296296 0.7079646 0.4761905 0.4936170 0.5217391 0.3846154 0.5600000
## [3354] 0.3899371 0.5793651 0.4642857 0.5724907 0.6347826 0.7090909 0.4636678
## [3361] 0.5685619 0.6690141 0.5701754 0.4800000 0.6289308 0.6484375 0.4848485
## [3368] 0.6829268 0.6428571 0.5098039 0.5505226 0.4895105 0.5843621 0.6428571
## [3375] 0.6250000 0.5555556 0.5319149 0.5112782 0.8431373 0.5579399 0.5673759
## [3382] 0.3797468 0.4761905 0.6225681 0.6834532 0.6400000 0.7226891 0.5000000
## [3389] 0.5072464 0.6272727 0.5663717 0.5769231 0.6611570 0.5538462 0.7000000
## [3396] 0.8163265 0.6486486 0.4672897 0.6407767 0.5738397 0.4545455 0.5714286
## [3403] 0.6792453 0.4471545 0.4691358 0.5454545 0.7142857 0.4983389 0.7084871
## [3410] 0.6405229 0.6696429 0.6548673 0.6944444 0.5070423 0.4901961 0.6384615
## [3417] 0.6481481 0.5284553 0.5089820 0.5929204 0.7600000 0.5813953 0.3892216
## [3424] 0.6291391 0.6614173 0.8203125 0.6147541 0.6302521 0.5154639 0.3382789
## [3431] 0.4727273 0.5639098 0.4233129 0.5701754 0.7217391 0.5681818 0.6518519
## [3438] 0.6403941 0.5241935 0.7377049 0.5333333 0.6355932 0.6071429 0.6756757
## [3445] 0.5170068 0.5136986 0.4542373 0.7352941 0.5038760 0.5172414 0.6406250
## [3452] 0.6296296 0.6666667 0.4702194 0.4565217 0.7936508 0.7913669 0.6000000
## [3459] 0.5757576 0.6333333 0.4935897 0.6690141 0.6016260 0.5925926 0.7407407
## [3466] 0.6086957 0.5312500 0.6370370 0.5762712 0.4347826 0.3257143 0.6381323
## [3473] 0.7142857 0.4844291 0.5696203 0.5090909 0.6521739 0.5905512 0.4488449
## [3480] 0.6766917 0.5031447 0.4367089 0.5040650 0.7462687 0.4518072 0.7787611
## [3487] 0.6756757 0.9461078 0.6666667 0.3870968 0.5873016 0.6198347 0.8558559
## [3494] 0.5263158 0.4387097 0.9907407 0.4347826 0.5163934 0.5214724 0.6097561
## [3501] 0.6759259 0.6666667 0.5302326 0.6293706 0.6899225 1.0714286 0.5603448
## [3508] 0.5789474 0.6612903 0.5204082 0.6125000 0.7510204 0.6025641 0.5612648
## [3515] 0.5755396 0.5833333 0.6147541 0.4475921 0.5913043 0.5371901 0.6870229
## [3522] 0.6299213 0.5448916 0.6467662 0.5703422 0.4942966 0.4885057 0.6400000
## [3529] 0.4732824 0.4529617 0.5147059 0.6396761 0.4451220 0.4563758 0.4962406
## [3536] 0.5323741 0.5322581 0.5755396 0.5309735 0.6465517 0.3956044 0.7079646
## [3543] 0.6349206 0.7142857 0.4615385 0.5961538 0.7358491 0.3549296 0.6198347
## [3550] 0.7462687 0.7000000 0.7003891 0.7826087 0.6688312 0.3267327 0.6291391
## [3557] 0.6233766 0.5555556 0.6967213 0.6153846 0.6341463 0.5853659 0.5909091
## [3564] 0.6410256 0.6147541 0.4870130 0.6415094 0.7598253 0.6060606 0.7236181
## [3571] 0.4324324 0.5743243 0.5555556 0.6918239 0.4958678 0.6034483 0.5405405
## [3578] 0.4240506 1.0352941 0.5365854 0.3846154 0.5923077 0.6153846 0.8530806
## [3585] 0.6814815 0.7876712 0.4363636 0.4895105 0.5636364 0.4090909 0.6779661
## [3592] 0.6538462 0.6250000 0.5726496 0.6538462 0.6296296 0.4897959 0.5142857
## [3599] 0.8598131 0.5074627 0.5877551 0.7518797 0.6159420 0.5531915 0.5445545
## [3606] 0.8256881 0.5681818 0.7604563 0.5691057 0.6638655 0.5839416 0.7384615
## [3613] 0.6250000 0.6303502 0.4099379 0.6916667 0.4043478 0.7542373 0.7272727
## [3620] 0.5944056 0.5000000 0.3548387 0.5947712 0.5597270 0.8510638 0.5454545
## [3627] 0.6159420 0.5559322 0.5813953 0.8415842 0.6833333 0.4012346 0.3451777
## [3634] 0.5263158 0.4573171 0.3439153 0.5338645 0.6865672 0.6355932 0.5052632
## [3641] 0.5645161 0.5952381 0.5514706 0.5625000 0.5333333 0.6132075 0.5423729
## [3648] 0.4750000 0.5782313 0.5185185 0.4375000 0.6197183 0.5357143 0.6194690
## [3655] 0.4966887 0.4100719 0.5902778 0.6535948 0.5821918 0.5673759 0.6147541
## [3662] 0.5415162 0.7111111 0.7500000 0.4785714 0.6052632 0.5161290 0.5390625
## [3669] 0.7835052 0.6250000 0.6081081 0.3592814 0.7079646 0.5882353 0.4638554
## [3676] 0.3738318 0.5244755 0.4460967 0.6818182 0.7258065 0.5391850 0.5448276
## [3683] 0.6000000 0.5284553 0.6382979 0.5811321 0.6302521 0.6564885 0.6097561
## [3690] 0.7234043 0.5571429 0.5862069 0.5263158 0.5210084 0.7680000 0.4406780
## [3697] 0.6987952 0.8198198 0.5886525 0.5714286 0.5905512 0.4743083 0.6593407
## [3704] 0.5172414 0.6567164 0.7407407 0.4137931 0.5072464 0.5369128 0.4823529
## [3711] 0.4609929 0.5319149 0.6048387 0.5950413 0.4000000 0.7916667 0.4859155
## [3718] 0.4173913 0.4687500 0.7305936 0.5288462 0.5674740 0.6355932 0.4333333
## [3725] 0.4746835 0.4189189 0.6666667 0.4838710 0.5555556 0.2857143 0.6896552
## [3732] 0.5373134 0.5944056 0.9015544 0.4868914 0.4545455 0.5080645 0.6825397
## [3739] 0.4914676 0.4901961 0.3688525 0.4285714 0.5874126 0.5777778 0.4261168
## [3746] 0.4601227 0.6086957 0.8053691 0.4925373 0.7090909 0.6134969 0.7009346
## [3753] 0.7610619 0.6086957 0.6965174 0.5581395 0.5822785 0.5593220 0.6818182
## [3760] 0.5387755 0.5769231 0.5000000 0.5508475 0.5263158 0.6912442 0.6565657
## [3767] 0.5360000 0.6603774 0.5652174 0.6031746 0.6666667 0.7319588 0.6666667
## [3774] 0.8244275 0.6488550 0.5574913 0.5132743 0.5673759 0.5755396 0.6237624
## [3781] 0.5492958 0.8159204 0.6240602 0.7251908 0.6201550 0.6956522 0.5474453
## [3788] 0.5760000 0.6722689 0.5844156 0.5882353 0.4918033 0.7843137 0.3963415
## [3795] 0.5294118 0.4393443 0.6465517 0.6725664 0.6117647 0.6501767 1.0000000
## [3802] 0.6800000 0.4782609 0.5474453 0.3757225 0.5538462 0.7142857 0.6300000
## [3809] 0.5136986 0.5387205 0.5555556 0.6250000 0.5462185 0.5813953 0.6422018
## [3816] 0.7099567 0.6349206 0.4822695 0.7906977 0.6764706 0.5785124 0.5564516
## [3823] 0.8500000 0.5379747 0.5871560 0.7070707 0.5892116 0.4210526 0.6153846
## [3830] 0.5433962 0.5623003 0.6870229 0.6666667 0.5905512 0.6036036 0.5322581
## [3837] 0.5389222 0.6936937 0.4451039 0.4308682 0.6074766 0.8648649 0.5263158
## [3844] 0.7500000 0.5116279 0.5454545 0.3272727 0.5851852 0.7207207 0.7075472
## [3851] 0.4630872 0.6363636 0.4379562 0.3362319 0.4615385 0.5230769 0.5080645
## [3858] 0.7843137 0.7177033 0.7518797 0.6224066 0.4635762 0.7218935 0.6486486
## [3865] 0.5230769 0.5605096 0.4406780 0.7723577 0.7307692 0.4651163 0.5810811
## [3872] 0.5208333 0.6290323 0.4444444 0.7727273 0.7482993 0.4500000 0.7142857
## [3879] 0.3779528 0.6833333 0.5829596 0.7000000 0.8205128 0.5053191 0.5901639
## [3886] 0.6875000 0.6226415 0.6929134 0.5859375 0.6060606 0.7619048 0.5487805
## [3893] 0.5042017 0.6268657 0.7181818 0.5899281 0.7636364 0.5859375 0.6640625
## [3900] 0.4666667 0.5579399 0.8955224 0.4645161 0.4518072 0.4219653 0.6153846
## [3907] 0.5474453 0.7053571 0.5347594 0.8189655 0.6115108 0.5673759 0.8470588
## [3914] 0.6967213 0.3583815 0.6976744 0.5776173 0.7692308 0.6702703 0.4405594
## [3921] 0.6578947 0.6181818 0.5627376 0.4950495 0.6050955 0.7798165 0.4866920
## [3928] 0.4123711 0.4235294 0.6896552 0.4836601 0.6818182 0.5000000 0.5563910
## [3935] 0.6053640 0.5932203 0.5208333 0.7572016 0.5866667 0.7586207 0.7114625
## [3942] 0.6417112 0.4347826 0.5760000 0.6710526 0.5909091 0.4918033 0.4965517
## [3949] 0.7657658 0.5461847 0.6636771 0.5793651 0.5474453 0.4597701 0.6545455
## [3956] 0.4133333 0.6779661 0.7801418 0.3774648 0.5982906 0.5416667 0.8571429
## [3963] 0.4968944 0.6000000 0.8800000 0.5000000 0.6243902 0.6332046 0.6639004
## [3970] 0.8854167 0.5866667 0.5397727 0.6833333 0.4383562 0.5782313 0.6984127
## [3977] 0.5562130 0.5605096 0.7000000 0.5000000 0.6800000 0.3864734 0.5860806
## [3984] 0.5862069 0.5132743 0.5500000 0.7906977 0.7909091 0.6557377 0.6790698
## [3991] 0.5496183 0.4651163 0.7821782 0.7049180 0.6013072 0.6186441 0.5714286
## [3998] 0.5433962 0.5855856 0.6766917 0.6363636 0.4969697 0.5142857 0.5862069
## [4005] 0.5000000 0.6056338 0.5913043 0.6148148 0.7251908 0.5319149 0.6355932
## [4012] 0.7073171 0.7422680 0.6694915 0.6071429 0.6481481 0.5658915 0.5826087
## [4019] 0.6000000 0.6428571 0.6728972 0.5367647 0.4012739 0.5102041 0.5639098
## [4026] 0.4123077 0.6153846 0.4405594 0.5887850 0.4913295 0.5529954 0.6769231
## [4033] 0.6964286 0.8533333 0.7384615 0.4716981 0.5390836 0.5116279 0.6796117
## [4040] 0.6746032 0.4694836 0.4687500 0.5428571 0.7174888 0.6563707 0.4838710
## [4047] 0.5454545 0.6949153 0.5337838 0.4666667 0.8205128 0.6451613 0.6250000
## [4054] 1.1682243 0.4566929 0.5913043 0.6153846 0.4458599 0.3480519 0.3409091
## [4061] 0.4958678 0.4556962 0.7142857 0.6175439 0.8411215 0.6293103 0.6410256
## [4068] 0.4615385 0.6441948 0.4444444 0.7911392 0.6285714 0.6146789 0.5932203
## [4075] 0.5882353 0.4155844 0.3400000 0.6521739 0.6500000 0.6730769 0.7586207
## [4082] 0.6250000 0.5454545 0.7130435 0.3582888 0.4793388 0.6741573 0.7142857
## [4089] 0.6713287 0.4548495 0.5298013 0.6465517 0.6881720 0.5280000 0.6363636
## [4096] 0.5693950 0.6617647 0.4934211 0.7522124 0.5983607 0.5691057 0.4104478
## [4103] 0.5384615 0.6504065 0.5774648 0.6363636 0.4829545 0.6923077 0.5696203
## [4110] 0.6825939 0.5035971 0.6028369 0.6296296 0.5352113 0.5652174 0.4947368
## [4117] 0.4630872 0.4505119 0.6861314 0.6721311 0.6299213 0.4965517 0.4022346
## [4124] 0.4757282 0.4608295 0.4146341 0.5080645 0.4838710 0.4824561 0.5762712
## [4131] 0.6000000 0.6416667 0.5000000 0.6564103 0.5970149 0.6956522 0.5156250
## [4138] 0.6355932 0.5000000 0.6122449 0.6222222 0.6101695 0.4938272 0.7142857
## [4145] 0.6844106 0.4861111 0.6504854 0.6250000 0.7870370 0.6250000 0.4549020
## [4152] 0.7766990 0.4421769 0.7920792 0.4444444 0.5396825 0.7575758 0.5418327
## [4159] 0.4195804 0.6296296 0.6400000 0.7064220 0.5411765 0.4388186 0.8235294
## [4166] 0.6769231 0.5413534 0.7075472 0.4166667 0.7425743 0.8285714 0.6000000
## [4173] 0.4466019 0.3238095 0.5405405 0.7663551 0.5855856 0.6502058 0.5132075
## [4180] 0.4581818 0.4651163 0.7603306 0.4458599 0.5907173 0.6400000 0.6008584
## [4187] 0.5660377 0.6433566 0.8363636 0.6837607 0.5000000 0.6237624 0.5038760
## [4194] 0.3846154 0.5307263 0.3709677 0.6465517 0.4647059 0.4571429 0.6766917
## [4201] 0.5652174 0.5769231 0.5295950 0.5136986 0.4436620 0.5514706 0.8640777
## [4208] 0.4435484 0.4605263 0.5185185 0.6719368 0.6190476 0.5833333 0.5319149
## [4215] 0.6178862 0.5032258 0.5600000 0.5688623 0.5236364 0.5200000 0.5859375
## [4222] 0.6722689 0.3723404 0.6040268 0.6250000 0.6036364 0.5338645 0.6177606
## [4229] 0.4473684 0.5357143 0.3352941 0.5673759 0.3571429 0.3687151 0.5138340
## [4236] 0.6412214 0.6798419 0.5992509 0.4751773 0.6390977
levels(Framingham$diabetes) <- c("Diabetic","Not Diabetic")
Framingham.f2<-Framingham[Framingham$diabetes=="not diabetic", ]
Framingham.f1
## gender age education currentSmoker cigsPerDay BPMeds prevalentStroke
## 38 Male 52 1 0 0 0 0
## 45 Female 53 3 0 0 1 0
## 57 Female 54 1 1 9 0 0
## 67 Female 62 1 0 0 0 0
## 97 Female 63 4 1 20 0 0
## 248 Female 40 2 1 20 0 0
## 250 Female 60 1 1 20 0 0
## 261 Male 52 3 0 0 0 0
## 285 Male 68 1 0 0 0 0
## 295 Female 47 1 1 25 0 0
## 312 Male 62 1 1 20 0 0
## 358 Female 54 2 1 3 0 0
## 422 Male 44 1 0 0 NA 0
## 444 Female 60 1 0 0 0 0
## 452 Female 50 2 1 8 0 0
## 472 Male 61 1 0 0 1 0
## 586 Female 60 1 0 0 0 0
## 764 Female 58 1 0 0 0 1
## 834 Female 53 1 0 0 0 0
## 904 Female 60 1 0 0 0 0
## 953 Male 66 1 1 30 0 0
## 1031 Male 45 2 1 20 0 0
## 1069 Male 53 1 1 10 0 0
## 1112 Female 52 2 0 0 0 0
## 1124 Male 64 4 0 0 0 0
## 1166 Female 52 2 1 20 0 0
## 1239 Female 36 2 0 0 0 0
## 1269 Male 61 1 0 0 0 0
## 1304 Male 55 1 0 0 0 0
## 1334 Male 62 1 0 0 0 0
## 1341 Female 48 1 1 25 0 0
## 1364 Male 55 1 1 40 0 0
## 1486 Male 52 2 1 20 0 0
## 1650 Female 43 1 0 0 0 0
## 1675 Male 56 3 0 0 0 0
## 1855 Female 58 1 0 0 1 0
## 1896 Male 48 4 1 20 0 0
## 1908 Male 55 4 0 0 0 0
## 1932 Female 58 2 0 0 0 0
## 1998 Female 58 1 0 0 0 0
## 2025 Female 62 1 0 0 0 0
## 2042 Male 68 1 0 0 0 0
## 2092 Male 65 1 0 0 0 0
## 2099 Female 39 3 0 0 0 0
## 2181 Male 63 1 0 0 0 0
## 2218 Male 39 1 1 20 0 0
## 2235 Male 52 1 0 0 0 0
## 2379 Male 58 1 0 0 0 0
## 2394 Female 59 3 1 15 0 0
## 2407 Female 62 1 0 0 0 0
## 2499 Male 57 1 0 0 0 0
## 2504 Male 43 1 1 20 0 0
## 2529 Male 65 2 0 0 0 0
## 2571 Male 47 3 0 0 0 0
## 2601 Male 59 1 1 3 0 0
## 2646 Female 66 1 0 0 NA 0
## 2650 Female 63 1 0 0 0 0
## 2669 Female 57 2 0 0 1 0
## 2785 Female 55 NA 0 0 1 0
## 2802 Female 47 1 1 1 0 0
## 2803 Female 62 2 0 0 0 0
## 2850 Male 48 2 1 20 0 0
## 2856 Male 59 4 0 0 0 0
## 2892 Male 49 1 0 0 0 0
## 2894 Male 62 3 0 0 0 0
## 2910 Female 67 2 0 0 1 0
## 2927 Female 50 1 0 0 0 0
## 2962 Male 52 1 0 0 0 0
## 3003 Female 55 3 1 20 0 0
## 3052 Female 50 3 1 9 0 0
## 3113 Male 47 4 1 15 0 0
## 3141 Female 47 2 0 0 0 0
## 3204 Female 47 1 1 9 0 0
## 3243 Male 52 3 1 35 0 0
## 3257 Female 44 4 0 0 0 0
## 3301 Male 57 1 0 0 0 0
## 3322 Female 58 2 0 0 0 0
## 3328 Male 44 4 1 25 0 0
## 3450 Female 56 1 1 10 1 0
## 3459 Male 57 3 1 15 0 0
## 3553 Male 46 1 1 30 0 0
## 3607 Male 45 4 0 0 0 0
## 3621 Male 66 2 0 0 0 0
## 3681 Female 47 2 1 20 0 0
## 3683 Female 62 1 0 0 0 0
## 3722 Female 65 1 1 9 0 0
## 3740 Female 65 1 0 0 0 0
## 3750 Female 54 1 0 0 0 0
## 3764 Female 61 NA 0 0 0 0
## 3779 Female 47 1 1 20 0 0
## 3798 Male 53 2 0 0 0 0
## 3810 Male 50 3 0 0 0 0
## 3818 Male 47 2 1 20 0 0
## 3840 Male 63 1 0 0 0 0
## 3845 Female 62 3 1 20 1 0
## 3850 Female 46 2 1 15 0 0
## 3869 Male 52 NA 0 0 0 0
## 3896 Female 65 1 0 0 0 0
## 3972 Male 64 3 0 0 0 0
## 3975 Female 64 1 0 0 0 0
## 4043 Male 44 1 0 0 0 0
## 4065 Male 41 2 1 15 0 0
## 4077 Female 61 1 0 0 1 0
## 4085 Female 54 1 0 0 0 0
## 4097 Female 56 1 0 0 0 0
## 4155 Male 52 2 0 0 0 0
## 4204 Male 63 1 1 10 0 0
## 4216 Female 63 1 0 0 0 0
## 4229 Female 50 1 0 0 0 0
## prevalentHyp diabetes totChol sysBP diaBP BMI heartRate glucose
## 38 1 1 178 160.0 98.0 40.11 75 225
## 45 1 1 311 206.0 92.0 21.51 76 215
## 57 0 1 266 114.0 76.0 17.61 88 55
## 67 1 1 212 190.0 99.0 29.64 100 202
## 97 0 1 239 134.0 80.0 26.64 88 126
## 248 0 1 NA 114.0 65.0 21.19 61 NA
## 250 0 1 180 200.0 122.5 44.27 88 150
## 261 1 1 240 146.0 89.0 24.59 64 73
## 285 1 1 164 142.0 85.0 30.28 70 120
## 295 1 1 258 195.0 90.0 NA 86 NA
## 312 1 1 194 151.5 88.0 21.61 75 105
## 358 1 1 231 127.5 83.0 21.31 70 115
## 422 0 1 190 122.0 81.0 36.12 70 143
## 444 0 1 260 95.5 59.0 25.94 90 160
## 452 0 1 292 132.0 82.0 22.54 80 110
## 472 1 1 270 177.5 95.0 28.15 62 123
## 586 1 1 258 142.0 87.0 32.53 82 145
## 764 1 1 267 157.0 94.0 33.32 92 205
## 834 1 1 248 200.0 140.0 43.30 107 130
## 904 1 1 282 213.0 94.5 28.58 71 78
## 953 0 1 234 114.5 62.5 28.62 75 216
## 1031 0 1 279 138.0 86.0 30.63 80 144
## 1069 1 1 229 146.5 82.0 27.80 60 172
## 1112 1 1 600 159.5 94.0 28.27 78 140
## 1124 0 1 251 133.0 72.5 24.28 65 86
## 1166 1 1 334 147.0 86.0 29.01 80 63
## 1239 0 1 208 156.5 105.0 33.82 95 186
## 1269 0 1 218 160.0 96.0 28.89 75 223
## 1304 1 1 180 174.0 100.0 26.83 71 78
## 1334 0 1 237 114.0 72.0 25.65 62 89
## 1341 0 1 304 102.0 66.5 28.90 100 66
## 1364 0 1 205 127.0 76.0 22.24 90 325
## 1486 0 1 258 132.0 80.0 27.52 90 268
## 1650 1 1 231 155.5 99.5 34.95 68 274
## 1675 0 1 214 115.0 80.0 25.09 70 292
## 1855 1 1 294 195.0 90.0 27.73 72 127
## 1896 1 1 230 135.5 90.0 25.34 95 91
## 1908 0 1 245 133.0 78.0 29.05 73 115
## 1932 1 1 240 150.0 80.0 26.45 66 255
## 1998 0 1 260 85.5 51.0 20.76 87 206
## 2025 1 1 390 184.5 83.0 18.99 87 47
## 2042 1 1 184 157.0 97.0 33.16 110 148
## 2092 1 1 240 235.0 100.0 NA 68 297
## 2099 0 1 209 104.0 72.0 23.96 90 103
## 2181 0 1 229 109.0 75.0 38.42 110 120
## 2218 0 1 195 106.0 80.0 23.57 85 132
## 2235 0 1 219 125.0 82.0 24.06 73 173
## 2379 1 1 287 145.0 72.5 26.27 88 206
## 2394 0 1 342 137.0 83.5 25.18 86 140
## 2407 0 1 233 130.0 87.0 21.34 85 386
## 2499 0 1 300 121.0 74.0 28.09 80 155
## 2504 0 1 309 124.0 85.0 26.91 70 215
## 2529 0 1 238 122.0 81.0 23.95 67 150
## 2571 0 1 199 161.0 102.0 29.17 58 NA
## 2601 1 1 230 182.0 102.0 25.91 66 147
## 2646 1 1 203 205.0 83.0 28.27 75 118
## 2650 1 1 150 152.0 88.0 36.54 72 170
## 2669 1 1 318 161.0 90.0 38.11 68 112
## 2785 1 1 279 165.0 105.5 32.51 73 87
## 2802 1 1 160 197.0 109.0 34.91 82 320
## 2803 1 1 313 164.0 94.0 27.40 70 81
## 2850 0 1 172 131.0 79.0 35.12 75 108
## 2856 0 1 314 135.0 77.5 22.17 75 170
## 2892 0 1 248 130.5 82.0 27.29 52 254
## 2894 0 1 346 102.5 66.5 17.17 80 394
## 2910 1 1 303 204.0 96.0 27.86 75 394
## 2927 0 1 258 127.0 80.0 24.10 75 124
## 2962 1 1 258 177.0 111.0 30.38 80 270
## 3003 0 1 216 125.0 80.0 27.18 86 244
## 3052 0 1 210 134.0 80.0 18.26 64 NA
## 3113 1 1 210 163.5 97.0 28.24 105 183
## 3141 0 1 221 140.0 94.0 28.84 80 85
## 3204 1 1 214 144.0 92.0 22.73 72 57
## 3243 1 1 281 133.0 93.0 32.27 115 80
## 3257 1 1 254 145.0 85.0 21.27 75 137
## 3301 0 1 213 136.5 87.0 25.51 58 119
## 3322 1 1 265 143.5 85.0 21.68 91 107
## 3328 0 1 241 111.0 78.0 27.78 85 167
## 3450 1 1 241 174.0 97.0 29.22 90 135
## 3459 0 1 245 132.0 77.0 23.01 76 207
## 3553 0 1 217 115.0 72.0 21.34 90 73
## 3607 0 1 189 132.0 78.0 28.40 75 177
## 3621 0 1 189 140.0 71.0 27.56 70 119
## 3681 1 1 211 159.5 82.5 34.08 86 250
## 3683 0 1 282 125.0 75.0 29.88 75 136
## 3722 1 1 271 144.5 88.0 32.41 82 116
## 3740 1 1 193 153.0 100.0 32.00 75 107
## 3750 0 1 223 110.0 67.5 21.22 78 294
## 3764 1 1 231 161.5 88.0 31.03 85 166
## 3779 0 1 186 139.0 85.0 27.90 80 125
## 3798 0 1 234 113.0 68.0 24.80 76 108
## 3810 1 1 232 148.5 94.0 25.78 80 88
## 3818 1 1 296 141.0 93.0 28.50 68 332
## 3840 1 1 260 155.5 98.0 30.08 67 109
## 3845 1 1 358 215.0 110.0 37.62 110 368
## 3850 0 1 233 106.0 60.0 20.84 75 348
## 3869 0 1 232 130.0 74.0 32.52 95 248
## 3896 1 1 304 139.0 75.0 25.12 82 116
## 3972 1 1 195 176.0 78.0 24.90 95 370
## 3975 1 1 262 147.0 90.0 26.51 85 173
## 4043 1 1 208 175.0 101.0 27.93 95 193
## 4065 0 1 155 107.0 81.0 20.96 90 191
## 4077 1 1 265 200.0 125.0 29.50 68 256
## 4085 1 1 326 187.0 95.0 29.94 67 235
## 4097 1 1 273 136.0 80.0 27.73 90 210
## 4155 1 1 269 157.5 83.0 26.60 70 80
## 4204 0 1 240 146.0 84.0 30.48 75 120
## 4216 1 1 236 155.0 82.0 39.17 78 79
## 4229 1 1 260 190.0 130.0 43.67 85 260
## TenYearCHD
## 38 0
## 45 1
## 57 0
## 67 0
## 97 0
## 248 1
## 250 0
## 261 0
## 285 1
## 295 1
## 312 1
## 358 0
## 422 0
## 444 0
## 452 0
## 472 1
## 586 0
## 764 1
## 834 1
## 904 0
## 953 1
## 1031 0
## 1069 0
## 1112 1
## 1124 0
## 1166 0
## 1239 0
## 1269 0
## 1304 0
## 1334 0
## 1341 1
## 1364 1
## 1486 1
## 1650 1
## 1675 1
## 1855 0
## 1896 0
## 1908 0
## 1932 1
## 1998 1
## 2025 0
## 2042 1
## 2092 1
## 2099 0
## 2181 0
## 2218 0
## 2235 1
## 2379 1
## 2394 0
## 2407 0
## 2499 1
## 2504 0
## 2529 1
## 2571 0
## 2601 1
## 2646 1
## 2650 0
## 2669 0
## 2785 0
## 2802 1
## 2803 0
## 2850 0
## 2856 0
## 2892 0
## 2894 1
## 2910 1
## 2927 0
## 2962 1
## 3003 0
## 3052 0
## 3113 0
## 3141 0
## 3204 0
## 3243 0
## 3257 0
## 3301 0
## 3322 0
## 3328 1
## 3450 1
## 3459 0
## 3553 0
## 3607 0
## 3621 0
## 3681 1
## 3683 0
## 3722 0
## 3740 0
## 3750 0
## 3764 0
## 3779 0
## 3798 1
## 3810 1
## 3818 1
## 3840 1
## 3845 1
## 3850 0
## 3869 1
## 3896 0
## 3972 0
## 3975 0
## 4043 0
## 4065 0
## 4077 1
## 4085 0
## 4097 1
## 4155 0
## 4204 0
## 4216 0
## 4229 0
plot(Framingham$diabetes, main="Diabetes", col="red")
plot(Framingham$diabetes, ShockIndex,col.main='blue',xlab="People",ylab="ShockIndex")
chisq.test(Framingham$diabetes,Framingham$gender)
##
## Pearson's Chi-squared test with Yates' continuity correction
##
## data: Framingham$diabetes and Framingham$gender
## X-squared = 0.85347, df = 1, p-value = 0.3556
data= Framingham
View(Framingham)
table(Framingham$diabetes,Framingham$gender)
##
## Female Male
## Diabetic 2363 1768
## Not Diabetic 57 52
table(Framingham$diabetes,ShockIndex)
## ShockIndex
## 0.268867924528302 0.285 0.285714285714286 0.286458333333333
## Diabetic 1 1 3 1
## Not Diabetic 0 0 0 0
## ShockIndex
## 0.28936170212766 0.290322580645161 0.290697674418605
## Diabetic 0 1 1
## Not Diabetic 1 0 0
## ShockIndex
## 0.294117647058824 0.295918367346939 0.300751879699248
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.310160427807487 0.311004784688995 0.311475409836066
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.311864406779661 0.317460317460317 0.32171581769437
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.321951219512195 0.323275862068966 0.323809523809524
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.324607329842932 0.325153374233129 0.325301204819277
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.325714285714286 0.326732673267327 0.327272727272727
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.32843137254902 0.332247557003257 0.333333333333333
## Diabetic 1 1 2
## Not Diabetic 0 0 1
## ShockIndex
## 0.335294117647059 0.335664335664336 0.336043360433604
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.336231884057971 0.338278931750742 0.339805825242718
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.339869281045752 0.34 0.340694006309148 0.340909090909091
## Diabetic 1 1 1 1
## Not Diabetic 0 1 0 0
## ShockIndex
## 0.341880341880342 0.342507645259939 0.342679127725857
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.342857142857143 0.343915343915344 0.344303797468354
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.345177664974619 0.346820809248555 0.348051948051948
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.348432055749129 0.349295774647887 0.349397590361446
## Diabetic 1 0 1
## Not Diabetic 0 1 0
## ShockIndex
## 0.34965034965035 0.349794238683128 0.352941176470588
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.354838709677419 0.354929577464789 0.357142857142857
## Diabetic 2 1 2
## Not Diabetic 0 0 0
## ShockIndex
## 0.358288770053476 0.358381502890173 0.358695652173913
## Diabetic 0 2 1
## Not Diabetic 1 0 0
## ShockIndex
## 0.359281437125749 0.36 0.360248447204969 0.360742705570292
## Diabetic 1 1 0 1
## Not Diabetic 0 0 1 0
## ShockIndex
## 0.362068965517241 0.362637362637363 0.362694300518135
## Diabetic 1 0 2
## Not Diabetic 0 1 0
## ShockIndex
## 0.364640883977901 0.364779874213836 0.365853658536585
## Diabetic 1 1 0
## Not Diabetic 0 0 1
## ShockIndex
## 0.366197183098592 0.367213114754098 0.367647058823529
## Diabetic 1 1 1
## Not Diabetic 0 0 1
## ShockIndex
## 0.368715083798883 0.368794326241135 0.368852459016393
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.368932038834951 0.369230769230769 0.369318181818182
## Diabetic 0 1 1
## Not Diabetic 1 1 0
## ShockIndex
## 0.37037037037037 0.370967741935484 0.371929824561403
## Diabetic 2 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.372340425531915 0.372448979591837 0.373134328358209
## Diabetic 1 1 2
## Not Diabetic 0 0 0
## ShockIndex
## 0.373239436619718 0.373333333333333 0.373831775700935
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.374193548387097 0.375 0.375722543352601 0.375757575757576
## Diabetic 1 2 1 1
## Not Diabetic 0 0 0 0
## ShockIndex
## 0.375886524822695 0.377358490566038 0.377464788732394
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.377777777777778 0.377952755905512 0.378378378378378
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.379746835443038 0.380434782608696 0.381625441696113
## Diabetic 3 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.382165605095541 0.382352941176471 0.382978723404255
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.383386581469649 0.383720930232558 0.384146341463415
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.384615384615385 0.385185185185185 0.386058981233244
## Diabetic 8 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.386363636363636 0.386473429951691 0.386904761904762
## Diabetic 2 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.387096774193548 0.388140161725067 0.388235294117647
## Diabetic 1 1 2
## Not Diabetic 0 0 0
## ShockIndex
## 0.388571428571429 0.389221556886228 0.38961038961039
## Diabetic 2 2 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.389937106918239 0.391061452513966 0.391566265060241
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.392156862745098 0.392638036809816 0.392857142857143
## Diabetic 6 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.394366197183099 0.394736842105263 0.395604395604396
## Diabetic 1 2 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.396341463414634 0.396600566572238 0.396825396825397
## Diabetic 2 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.397058823529412 0.398467432950192 0.398843930635838
## Diabetic 1 0 1
## Not Diabetic 0 1 0
## ShockIndex
## 0.398891966759003 0.4 0.401234567901235 0.401273885350318
## Diabetic 1 7 1 1
## Not Diabetic 0 0 0 0
## ShockIndex
## 0.401408450704225 0.401515151515151 0.402010050251256
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.402234636871508 0.40251572327044 0.402684563758389
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.402777777777778 0.402985074626866 0.403225806451613
## Diabetic 2 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.403508771929825 0.404040404040404 0.404347826086957
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.404494382022472 0.404624277456647 0.405405405405405
## Diabetic 1 1 3
## Not Diabetic 0 0 0
## ShockIndex
## 0.405633802816901 0.405797101449275 0.406015037593985
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.406091370558376 0.40625 0.406451612903226 0.406779661016949
## Diabetic 1 2 1 1
## Not Diabetic 0 0 0 0
## ShockIndex
## 0.406976744186047 0.407766990291262 0.407894736842105
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.408045977011494 0.408376963350785 0.408839779005525
## Diabetic 0 1 1
## Not Diabetic 1 0 0
## ShockIndex
## 0.409090909090909 0.409556313993174 0.409638554216867
## Diabetic 2 0 1
## Not Diabetic 0 1 0
## ShockIndex
## 0.409937888198758 0.410071942446043 0.41025641025641
## Diabetic 1 1 2
## Not Diabetic 0 0 0
## ShockIndex
## 0.41044776119403 0.410958904109589 0.411764705882353
## Diabetic 1 5 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.412121212121212 0.412307692307692 0.412371134020619
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.412903225806452 0.413223140495868 0.413333333333333
## Diabetic 1 1 2
## Not Diabetic 0 0 0
## ShockIndex
## 0.413533834586466 0.413793103448276 0.414035087719298
## Diabetic 2 4 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.414285714285714 0.414364640883978 0.414473684210526
## Diabetic 3 2 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.414507772020725 0.414634146341463 0.414860681114551
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.415094339622642 0.415584415584416 0.416107382550336
## Diabetic 2 2 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.416243654822335 0.416403785488959 0.416666666666667
## Diabetic 0 1 7
## Not Diabetic 1 0 0
## ShockIndex
## 0.417391304347826 0.418181818181818 0.418604651162791
## Diabetic 3 1 2
## Not Diabetic 0 0 0
## ShockIndex
## 0.418918918918919 0.419047619047619 0.419354838709677
## Diabetic 2 1 2
## Not Diabetic 0 0 0
## ShockIndex
## 0.41958041958042 0.419889502762431 0.420634920634921
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.421052631578947 0.421686746987952 0.421818181818182
## Diabetic 4 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.421917808219178 0.421965317919075 0.422360248447205
## Diabetic 1 1 0
## Not Diabetic 0 0 1
## ShockIndex
## 0.422442244224422 0.422535211267606 0.423076923076923
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.423312883435583 0.423398328690808 0.423529411764706
## Diabetic 1 1 3
## Not Diabetic 0 0 0
## ShockIndex
## 0.423728813559322 0.423880597014925 0.424050632911392
## Diabetic 3 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.42483660130719 0.424908424908425 0.425287356321839
## Diabetic 1 0 1
## Not Diabetic 0 1 0
## ShockIndex
## 0.425531914893617 0.426116838487972 0.426136363636364
## Diabetic 7 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.426229508196721 0.426332288401254 0.426356589147287
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.426829268292683 0.427350427350427 0.427777777777778
## Diabetic 0 1 1
## Not Diabetic 1 0 0
## ShockIndex
## 0.427906976744186 0.428015564202335 0.428571428571429
## Diabetic 1 1 8
## Not Diabetic 0 0 0
## ShockIndex
## 0.429042904290429 0.429292929292929 0.429319371727749
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.429447852760736 0.429752066115702 0.43010752688172
## Diabetic 1 1 2
## Not Diabetic 0 0 0
## ShockIndex
## 0.430379746835443 0.43046357615894 0.430555555555556
## Diabetic 1 1 2
## Not Diabetic 0 0 0
## ShockIndex
## 0.430868167202572 0.431034482758621 0.431137724550898
## Diabetic 0 1 1
## Not Diabetic 1 0 0
## ShockIndex
## 0.431506849315068 0.431654676258993 0.431818181818182
## Diabetic 2 2 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.432098765432099 0.432258064516129 0.432432432432432
## Diabetic 2 1 2
## Not Diabetic 0 0 0
## ShockIndex
## 0.432835820895522 0.433333333333333 0.433526011560694
## Diabetic 2 4 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.433898305084746 0.434108527131783 0.43448275862069
## Diabetic 3 2 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.434782608695652 0.435087719298246 0.435483870967742
## Diabetic 12 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.435714285714286 0.435754189944134 0.435897435897436
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.43609022556391 0.43613707165109 0.436213991769547
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.436363636363636 0.436507936507937 0.436708860759494
## Diabetic 4 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.437209302325581 0.437299035369775 0.4375 0.437710437710438
## Diabetic 1 0 2 1
## Not Diabetic 0 1 0 0
## ShockIndex
## 0.437735849056604 0.437810945273632 0.437956204379562
## Diabetic 1 1 3
## Not Diabetic 0 0 0
## ShockIndex
## 0.438202247191011 0.438356164383562 0.43859649122807
## Diabetic 1 1 3
## Not Diabetic 0 1 0
## ShockIndex
## 0.438709677419355 0.438775510204082 0.438818565400844
## Diabetic 4 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.439189189189189 0.43921568627451 0.439344262295082
## Diabetic 1 2 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.439393939393939 0.43956043956044 0.439716312056738 0.44
## Diabetic 2 2 1 1
## Not Diabetic 0 0 0 2
## ShockIndex
## 0.440251572327044 0.440559440559441 0.440677966101695
## Diabetic 2 2 2
## Not Diabetic 0 0 0
## ShockIndex
## 0.440944881889764 0.441025641025641 0.441176470588235
## Diabetic 2 0 3
## Not Diabetic 0 1 0
## ShockIndex
## 0.441717791411043 0.441988950276243 0.442176870748299
## Diabetic 1 1 3
## Not Diabetic 0 0 0
## ShockIndex
## 0.442307692307692 0.442424242424242 0.44280442804428
## Diabetic 1 1 1
## Not Diabetic 0 1 0
## ShockIndex
## 0.443037974683544 0.443243243243243 0.443548387096774
## Diabetic 4 1 3
## Not Diabetic 0 0 0
## ShockIndex
## 0.443661971830986 0.443786982248521 0.444444444444444
## Diabetic 1 1 3
## Not Diabetic 0 0 1
## ShockIndex
## 0.445103857566766 0.445121951219512 0.445205479452055
## Diabetic 1 1 2
## Not Diabetic 0 0 0
## ShockIndex
## 0.445229681978799 0.445283018867925 0.445378151260504
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.445714285714286 0.445859872611465 0.445945945945946
## Diabetic 1 3 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.446043165467626 0.446096654275093 0.446153846153846
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.446428571428571 0.446483180428135 0.446540880503145
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.446601941747573 0.446666666666667 0.446808510638298
## Diabetic 1 2 2
## Not Diabetic 0 0 0
## ShockIndex
## 0.447154471544715 0.447368421052632 0.447592067988669
## Diabetic 2 0 1
## Not Diabetic 0 1 0
## ShockIndex
## 0.447761194029851 0.447876447876448 0.448 0.448275862068966
## Diabetic 1 1 2 1
## Not Diabetic 0 0 0 0
## ShockIndex
## 0.448377581120944 0.448717948717949 0.448818897637795
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.448844884488449 0.448979591836735 0.449664429530201
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.44973544973545 0.45 0.450511945392491 0.451063829787234
## Diabetic 1 2 1 1
## Not Diabetic 0 0 0 0
## ShockIndex
## 0.45136186770428 0.451388888888889 0.451612903225806
## Diabetic 1 2 2
## Not Diabetic 0 0 0
## ShockIndex
## 0.451807228915663 0.451827242524917 0.451977401129944
## Diabetic 3 1 0
## Not Diabetic 0 0 1
## ShockIndex
## 0.452173913043478 0.452380952380952 0.452554744525547
## Diabetic 1 2 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.452830188679245 0.452961672473868 0.453237410071942
## Diabetic 1 1 2
## Not Diabetic 0 0 0
## ShockIndex
## 0.454237288135593 0.454258675078864 0.454545454545455
## Diabetic 1 1 8
## Not Diabetic 0 0 0
## ShockIndex
## 0.454794520547945 0.454849498327759 0.454901960784314
## Diabetic 1 3 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.455172413793103 0.455555555555556 0.455696202531646
## Diabetic 2 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.456026058631922 0.456140350877193 0.456273764258555
## Diabetic 2 1 2
## Not Diabetic 0 0 0
## ShockIndex
## 0.456375838926175 0.456521739130435 0.456692913385827
## Diabetic 1 2 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.456896551724138 0.456953642384106 0.457142857142857
## Diabetic 1 1 2
## Not Diabetic 0 0 0
## ShockIndex
## 0.457317073170732 0.457420924574209 0.457746478873239
## Diabetic 2 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.458015267175573 0.458181818181818 0.458333333333333
## Diabetic 1 2 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.458452722063037 0.458498023715415 0.459259259259259
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.459459459459459 0.459677419354839 0.459770114942529 0.46
## Diabetic 2 1 1 1
## Not Diabetic 0 0 0 0
## ShockIndex
## 0.460122699386503 0.460526315789474 0.460829493087558
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.460992907801418 0.461538461538462 0.461971830985915
## Diabetic 2 12 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.462025316455696 0.462093862815884 0.46218487394958
## Diabetic 1 2 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.462540716612378 0.462585034013605 0.462809917355372
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.462962962962963 0.463022508038585 0.463087248322148
## Diabetic 1 1 2
## Not Diabetic 0 0 0
## ShockIndex
## 0.463414634146341 0.463576158940397 0.463667820069204
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.463768115942029 0.463855421686747 0.464183381088825
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.464285714285714 0.46448087431694 0.464516129032258
## Diabetic 1 1 2
## Not Diabetic 0 0 0
## ShockIndex
## 0.464705882352941 0.465116279069767 0.465277777777778
## Diabetic 2 7 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.465753424657534 0.46583850931677 0.465909090909091
## Diabetic 2 2 2
## Not Diabetic 0 0 0
## ShockIndex
## 0.466165413533835 0.466257668711656 0.466666666666667
## Diabetic 2 1 4
## Not Diabetic 0 0 0
## ShockIndex
## 0.466926070038911 0.467032967032967 0.467289719626168
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.467532467532468 0.467741935483871 0.467836257309941
## Diabetic 3 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.468085106382979 0.468227424749164 0.468354430379747
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.468401486988848 0.46875 0.468965517241379 0.469055374592834
## Diabetic 1 9 1 1
## Not Diabetic 0 2 0 0
## ShockIndex
## 0.469135802469136 0.469314079422383 0.469483568075117
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.469613259668508 0.469750889679715 0.469945355191257
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.470175438596491 0.470219435736677 0.470588235294118
## Diabetic 1 1 4
## Not Diabetic 0 0 0
## ShockIndex
## 0.471014492753623 0.471544715447154 0.471698113207547
## Diabetic 3 1 4
## Not Diabetic 0 1 0
## ShockIndex
## 0.471830985915493 0.472131147540984 0.472222222222222
## Diabetic 2 2 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.47244094488189 0.472602739726027 0.472727272727273
## Diabetic 3 3 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.472972972972973 0.473282442748092 0.473469387755102
## Diabetic 5 2 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.473684210526316 0.4739336492891 0.474074074074074
## Diabetic 3 1 1
## Not Diabetic 1 0 0
## ShockIndex
## 0.474164133738602 0.474285714285714 0.474308300395257
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.474452554744526 0.474576271186441 0.474683544303797
## Diabetic 1 1 5
## Not Diabetic 0 0 0
## ShockIndex
## 0.474820143884892 0.475 0.475177304964539 0.475409836065574
## Diabetic 1 2 2 2
## Not Diabetic 0 0 0 0
## ShockIndex
## 0.475471698113208 0.475524475524476 0.475728155339806
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.475862068965517 0.476190476190476 0.47682119205298
## Diabetic 1 8 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.476923076923077 0.477272727272727 0.477386934673367
## Diabetic 1 2 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.47741935483871 0.47752808988764 0.477611940298507
## Diabetic 1 1 0
## Not Diabetic 0 0 1
## ShockIndex
## 0.477707006369427 0.477941176470588 0.477987421383648
## Diabetic 2 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.478260869565217 0.478571428571429 0.478723404255319
## Diabetic 3 2 2
## Not Diabetic 0 0 0
## ShockIndex
## 0.47887323943662 0.478991596638655 0.479041916167665
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.479166666666667 0.479233226837061 0.479338842975207
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.479452054794521 0.47953216374269 0.479674796747967 0.48
## Diabetic 1 1 1 13
## Not Diabetic 0 0 0 0
## ShockIndex
## 0.480286738351254 0.48062015503876 0.480769230769231
## Diabetic 1 2 2
## Not Diabetic 0 0 0
## ShockIndex
## 0.480836236933798 0.480916030534351 0.481283422459893
## Diabetic 1 3 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.481481481481481 0.481751824817518 0.481818181818182
## Diabetic 4 2 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.481927710843373 0.482014388489209 0.482233502538071
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.482269503546099 0.482352941176471 0.482456140350877
## Diabetic 1 1 2
## Not Diabetic 1 0 0
## ShockIndex
## 0.482758620689655 0.482954545454545 0.483271375464684
## Diabetic 3 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.483516483516484 0.483660130718954 0.483870967741935
## Diabetic 2 1 9
## Not Diabetic 0 0 0
## ShockIndex
## 0.484210526315789 0.484429065743945 0.484581497797357
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.484615384615385 0.484848484848485 0.485074626865672
## Diabetic 3 3 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.485436893203884 0.485507246376812 0.485875706214689
## Diabetic 1 3 2
## Not Diabetic 0 0 0
## ShockIndex
## 0.485915492957746 0.486111111111111 0.486486486486487
## Diabetic 1 3 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.486692015209125 0.48689138576779 0.48695652173913
## Diabetic 2 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.487012987012987 0.487272727272727 0.487394957983193
## Diabetic 4 2 2
## Not Diabetic 0 0 0
## ShockIndex
## 0.48780487804878 0.488095238095238 0.488372093023256
## Diabetic 7 1 2
## Not Diabetic 0 0 0
## ShockIndex
## 0.488505747126437 0.488549618320611 0.488721804511278
## Diabetic 2 1 1
## Not Diabetic 0 0 1
## ShockIndex
## 0.488888888888889 0.489028213166144 0.489130434782609
## Diabetic 1 0 1
## Not Diabetic 0 1 0
## ShockIndex
## 0.489208633093525 0.489296636085627 0.48936170212766
## Diabetic 2 2 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.48951048951049 0.489795918367347 0.490196078431373
## Diabetic 2 5 2
## Not Diabetic 0 0 1
## ShockIndex
## 0.490566037735849 0.49079754601227 0.491017964071856
## Diabetic 3 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.491228070175439 0.491329479768786 0.491379310344828
## Diabetic 1 2 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.491467576791809 0.491525423728814 0.491803278688525
## Diabetic 1 1 4
## Not Diabetic 0 0 0
## ShockIndex
## 0.492063492063492 0.4921875 0.492307692307692 0.492424242424242
## Diabetic 1 1 2 4
## Not Diabetic 0 0 0 0
## ShockIndex
## 0.492537313432836 0.492753623188406 0.492857142857143
## Diabetic 1 2 2
## Not Diabetic 0 0 0
## ShockIndex
## 0.492957746478873 0.493150684931507 0.493273542600897
## Diabetic 2 1 1
## Not Diabetic 1 0 0
## ShockIndex
## 0.493421052631579 0.493589743589744 0.493617021276596
## Diabetic 4 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.493670886075949 0.493827160493827 0.493975903614458
## Diabetic 2 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.49402390438247 0.494117647058824 0.494296577946768
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.494505494505495 0.494545454545455 0.494736842105263
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.494845360824742 0.495049504950495 0.495238095238095
## Diabetic 3 2 3
## Not Diabetic 0 1 0
## ShockIndex
## 0.495726495726496 0.495867768595041 0.496062992125984
## Diabetic 1 4 2
## Not Diabetic 0 0 0
## ShockIndex
## 0.496083550913838 0.49618320610687 0.496240601503759
## Diabetic 1 2 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.496296296296296 0.49645390070922 0.496551724137931
## Diabetic 2 4 4
## Not Diabetic 0 0 0
## ShockIndex
## 0.496688741721854 0.496894409937888 0.496969696969697
## Diabetic 3 2 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.497076023391813 0.49738219895288 0.497695852534562
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.49792531120332 0.498084291187739 0.498168498168498
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.498269896193772 0.498338870431894 0.5 0.501392757660167
## Diabetic 2 4 48 1
## Not Diabetic 0 0 2 0
## ShockIndex
## 0.501587301587302 0.50179211469534 0.501930501930502
## Diabetic 1 1 2
## Not Diabetic 0 0 0
## ShockIndex
## 0.502092050209205 0.502325581395349 0.50251256281407
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.502793296089385 0.50314465408805 0.503225806451613
## Diabetic 1 4 1
## Not Diabetic 0 0 1
## ShockIndex
## 0.503448275862069 0.503597122302158 0.50381679389313
## Diabetic 3 3 2
## Not Diabetic 0 0 0
## ShockIndex
## 0.503875968992248 0.504 0.504065040650406 0.504201680672269
## Diabetic 5 1 3 7
## Not Diabetic 0 0 0 0
## ShockIndex
## 0.504347826086956 0.504398826979472 0.504672897196262
## Diabetic 2 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.504983388704319 0.505263157894737 0.50531914893617
## Diabetic 1 2 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.505952380952381 0.50625 0.506329113924051 0.506578947368421
## Diabetic 1 1 2 1
## Not Diabetic 0 0 0 0
## ShockIndex
## 0.506756756756757 0.507042253521127 0.507246376811594
## Diabetic 5 2 5
## Not Diabetic 0 0 0
## ShockIndex
## 0.507462686567164 0.507575757575758 0.507692307692308 0.5078125
## Diabetic 2 2 1 2
## Not Diabetic 0 0 0 0
## ShockIndex
## 0.507936507936508 0.508064516129032 0.508196721311475
## Diabetic 2 3 2
## Not Diabetic 0 0 0
## ShockIndex
## 0.508474576271186 0.508710801393728 0.508771929824561
## Diabetic 8 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.508833922261484 0.508982035928144 0.509090909090909
## Diabetic 2 1 2
## Not Diabetic 0 0 0
## ShockIndex
## 0.509259259259259 0.509505703422053 0.509803921568627
## Diabetic 2 1 2
## Not Diabetic 0 0 0
## ShockIndex
## 0.510204081632653 0.510344827586207 0.510510510510511
## Diabetic 4 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.51063829787234 0.510948905109489 0.511111111111111
## Diabetic 4 4 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.511278195488722 0.511326860841424 0.511450381679389
## Diabetic 2 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.511627906976744 0.511811023622047 0.511945392491468 0.512
## Diabetic 1 1 1 2
## Not Diabetic 1 0 0 0
## ShockIndex
## 0.51219512195122 0.512820512820513 0.513157894736842
## Diabetic 3 9 2
## Not Diabetic 0 0 0
## ShockIndex
## 0.513207547169811 0.513274336283186 0.513513513513513
## Diabetic 2 5 2
## Not Diabetic 0 0 0
## ShockIndex
## 0.513698630136986 0.513833992094862 0.514056224899598
## Diabetic 6 1 1
## Not Diabetic 1 0 0
## ShockIndex
## 0.514285714285714 0.514705882352941 0.514851485148515
## Diabetic 2 2 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.514925373134328 0.515021459227468 0.515151515151515
## Diabetic 2 1 3
## Not Diabetic 0 0 0
## ShockIndex
## 0.515384615384615 0.515463917525773 0.515555555555556 0.515625
## Diabetic 1 1 1 2
## Not Diabetic 0 0 0 0
## ShockIndex
## 0.515873015873016 0.516129032258065 0.516393442622951
## Diabetic 4 2 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.516556291390728 0.516666666666667 0.517006802721088
## Diabetic 3 2 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.517110266159696 0.517241379310345 0.517350157728707
## Diabetic 3 10 1
## Not Diabetic 0 2 0
## ShockIndex
## 0.517857142857143 0.517985611510791 0.518292682926829
## Diabetic 1 4 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.518518518518518 0.51875 0.518796992481203 0.519083969465649
## Diabetic 8 1 1 1
## Not Diabetic 0 0 0 0
## ShockIndex
## 0.519402985074627 0.519480519480519 0.519774011299435 0.52
## Diabetic 1 1 1 8
## Not Diabetic 0 0 0 0
## ShockIndex
## 0.52014652014652 0.520231213872832 0.52027027027027
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.520408163265306 0.520446096654275 0.520661157024793
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.520833333333333 0.521008403361345 0.521072796934866
## Diabetic 6 2 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.52112676056338 0.521212121212121 0.521472392638037
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.521739130434783 0.522033898305085 0.522058823529412
## Diabetic 5 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.522388059701492 0.52258064516129 0.522648083623693
## Diabetic 4 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.522727272727273 0.522875816993464 0.523076923076923
## Diabetic 2 2 5
## Not Diabetic 0 0 0
## ShockIndex
## 0.523255813953488 0.5234375 0.523489932885906 0.523636363636364
## Diabetic 1 1 1 1
## Not Diabetic 0 0 0 0
## ShockIndex
## 0.523809523809524 0.524137931034483 0.524193548387097
## Diabetic 3 1 4
## Not Diabetic 0 0 0
## ShockIndex
## 0.524344569288389 0.524475524475524 0.524590163934426
## Diabetic 1 4 3
## Not Diabetic 0 0 0
## ShockIndex
## 0.524691358024691 0.525 0.525179856115108 0.525373134328358
## Diabetic 2 5 1 1
## Not Diabetic 0 0 0 0
## ShockIndex
## 0.525423728813559 0.525490196078431 0.525547445255474
## Diabetic 1 2 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.525714285714286 0.525896414342629 0.525925925925926
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.526315789473684 0.526785714285714 0.527075812274368
## Diabetic 16 1 1
## Not Diabetic 2 0 0
## ShockIndex
## 0.527131782945736 0.527272727272727 0.52755905511811 0.528
## Diabetic 2 1 1 2
## Not Diabetic 0 0 0 0
## ShockIndex
## 0.528169014084507 0.528301886792453 0.528395061728395
## Diabetic 2 5 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.528455284552846 0.52863436123348 0.528813559322034
## Diabetic 5 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.528846153846154 0.528925619834711 0.529411764705882
## Diabetic 1 2 3
## Not Diabetic 0 0 0
## ShockIndex
## 0.529595015576324 0.529616724738676 0.529644268774704
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.529801324503311 0.529850746268657 0.530035335689046
## Diabetic 4 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.530232558139535 0.53030303030303 0.530612244897959
## Diabetic 1 5 3
## Not Diabetic 0 0 0
## ShockIndex
## 0.53072625698324 0.530769230769231 0.530973451327434
## Diabetic 1 1 2
## Not Diabetic 0 0 0
## ShockIndex
## 0.531034482758621 0.53125 0.531914893617021 0.532258064516129
## Diabetic 1 8 9 5
## Not Diabetic 0 0 0 0
## ShockIndex
## 0.532319391634981 0.532374100719424 0.532467532467532
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.532544378698225 0.532786885245902 0.532846715328467
## Diabetic 1 5 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.533333333333333 0.533783783783784 0.533807829181495
## Diabetic 12 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.533864541832669 0.533898305084746 0.534246575342466
## Diabetic 2 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.534351145038168 0.53448275862069 0.53475935828877
## Diabetic 6 5 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.534798534798535 0.534883720930233 0.535 0.535087719298246
## Diabetic 2 1 0 0
## Not Diabetic 0 0 1 1
## ShockIndex
## 0.535211267605634 0.535483870967742 0.535564853556485
## Diabetic 2 2 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.535714285714286 0.53582554517134 0.536 0.536170212765957
## Diabetic 10 1 2 2
## Not Diabetic 0 0 0 0
## ShockIndex
## 0.536585365853659 0.536764705882353 0.536912751677852
## Diabetic 4 1 5
## Not Diabetic 0 0 0
## ShockIndex
## 0.537102473498233 0.537190082644628 0.537313432835821
## Diabetic 2 2 4
## Not Diabetic 0 0 0
## ShockIndex
## 0.537549407114625 0.537634408602151 0.53781512605042
## Diabetic 1 1 2
## Not Diabetic 0 0 0
## ShockIndex
## 0.537878787878788 0.537931034482759 0.537974683544304
## Diabetic 1 2 2
## Not Diabetic 0 0 0
## ShockIndex
## 0.538461538461538 0.538720538720539 0.538775510204082
## Diabetic 2 2 1
## Not Diabetic 0 1 0
## ShockIndex
## 0.538922155688623 0.539007092198582 0.5390625 0.539083557951482
## Diabetic 1 1 3 1
## Not Diabetic 0 0 0 0
## ShockIndex
## 0.539130434782609 0.539184952978056 0.53921568627451
## Diabetic 1 0 1
## Not Diabetic 0 1 0
## ShockIndex
## 0.539568345323741 0.53968253968254 0.539772727272727
## Diabetic 5 3 0
## Not Diabetic 0 0 1
## ShockIndex
## 0.539944903581267 0.540322580645161 0.540540540540541
## Diabetic 1 2 10
## Not Diabetic 0 0 0
## ShockIndex
## 0.540740740740741 0.540925266903915 0.540983606557377
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.541176470588235 0.541353383458647 0.54140127388535
## Diabetic 2 4 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.541516245487365 0.541666666666667 0.541832669322709
## Diabetic 1 7 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.541935483870968 0.541984732824427 0.542168674698795
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.542372881355932 0.542635658914729 0.542857142857143
## Diabetic 3 6 2
## Not Diabetic 0 0 1
## ShockIndex
## 0.542986425339366 0.543103448275862 0.543307086614173
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.543396226415094 0.543478260869565 0.543859649122807
## Diabetic 4 5 1
## Not Diabetic 0 0 1
## ShockIndex
## 0.54421768707483 0.544554455445545 0.544715447154472
## Diabetic 2 1 1
## Not Diabetic 1 0 0
## ShockIndex
## 0.544747081712062 0.544827586206897 0.544871794871795
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.544891640866873 0.545454545454545 0.54601226993865
## Diabetic 1 16 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.546075085324232 0.546184738955823 0.546218487394958 0.546875
## Diabetic 1 2 4 9
## Not Diabetic 0 0 0 0
## ShockIndex
## 0.546938775510204 0.547445255474453 0.547619047619048
## Diabetic 1 8 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.547945205479452 0.548076923076923 0.548387096774194
## Diabetic 6 1 4
## Not Diabetic 0 0 0
## ShockIndex
## 0.548611111111111 0.548672566371681 0.548780487804878
## Diabetic 1 2 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.548872180451128 0.549019607843137 0.549180327868853
## Diabetic 0 3 2
## Not Diabetic 1 1 1
## ShockIndex
## 0.549295774647887 0.549450549450549 0.549618320610687
## Diabetic 2 3 5
## Not Diabetic 0 0 0
## ShockIndex
## 0.549828178694158 0.55 0.550161812297735 0.550218340611354
## Diabetic 1 5 1 1
## Not Diabetic 0 0 0 0
## ShockIndex
## 0.550335570469799 0.550522648083624 0.550847457627119
## Diabetic 1 1 2
## Not Diabetic 0 0 0
## ShockIndex
## 0.551181102362205 0.551470588235294 0.551724137931034
## Diabetic 7 7 3
## Not Diabetic 0 0 0
## ShockIndex
## 0.551948051948052 0.551971326164875 0.552147239263804
## Diabetic 2 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.552380952380952 0.552447552447552 0.552845528455285
## Diabetic 3 1 2
## Not Diabetic 0 0 0
## ShockIndex
## 0.552995391705069 0.553030303030303 0.553191489361702
## Diabetic 3 1 4
## Not Diabetic 0 0 0
## ShockIndex
## 0.553333333333333 0.553359683794466 0.553571428571429
## Diabetic 2 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.553719008264463 0.553846153846154 0.553956834532374
## Diabetic 2 14 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.554054054054054 0.554112554112554 0.554455445544555
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.554545454545455 0.554621848739496 0.554744525547445
## Diabetic 1 2 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.555066079295154 0.555555555555556 0.555932203389831
## Diabetic 1 26 1
## Not Diabetic 0 1 0
## ShockIndex
## 0.556213017751479 0.556390977443609 0.556451612903226
## Diabetic 1 1 2
## Not Diabetic 0 0 0
## ShockIndex
## 0.556521739130435 0.556701030927835 0.557142857142857
## Diabetic 2 1 2
## Not Diabetic 0 0 0
## ShockIndex
## 0.557251908396947 0.557377049180328 0.557491289198606
## Diabetic 1 4 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.55793991416309 0.558139534883721 0.558282208588957
## Diabetic 2 3 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.558333333333333 0.558823529411765 0.558951965065502
## Diabetic 2 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.559210526315789 0.559322033898305 0.559701492537313
## Diabetic 2 2 9
## Not Diabetic 0 0 0
## ShockIndex
## 0.559726962457338 0.56 0.560311284046693 0.560344827586207
## Diabetic 1 10 1 4
## Not Diabetic 0 0 0 0
## ShockIndex
## 0.560509554140127 0.560606060606061 0.560669456066946
## Diabetic 3 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.560747663551402 0.560975609756098 0.561264822134387
## Diabetic 5 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.561643835616438 0.561702127659575 0.561797752808989
## Diabetic 1 1 4
## Not Diabetic 0 0 0
## ShockIndex
## 0.56198347107438 0.562300319488818 0.5625 0.56271186440678
## Diabetic 2 1 6 1
## Not Diabetic 0 0 0 0
## ShockIndex
## 0.562737642585551 0.562770562770563 0.562913907284768
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.562962962962963 0.563025210084034 0.563291139240506
## Diabetic 1 4 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.563380281690141 0.563492063492063 0.563636363636364
## Diabetic 4 2 2
## Not Diabetic 0 0 0
## ShockIndex
## 0.563876651982379 0.56390977443609 0.564516129032258
## Diabetic 1 8 5
## Not Diabetic 0 0 1
## ShockIndex
## 0.564705882352941 0.565022421524664 0.565217391304348
## Diabetic 4 1 7
## Not Diabetic 0 0 0
## ShockIndex
## 0.565371024734982 0.56551724137931 0.565573770491803
## Diabetic 1 2 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.565737051792829 0.565789473684211 0.565891472868217
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.566037735849057 0.566371681415929 0.566552901023891
## Diabetic 8 2 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.566666666666667 0.566801619433198 0.56687898089172
## Diabetic 7 2 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.566929133858268 0.567272727272727 0.567307692307692
## Diabetic 3 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.567375886524823 0.567474048442907 0.567567567567568
## Diabetic 8 0 1
## Not Diabetic 0 1 0
## ShockIndex
## 0.567741935483871 0.568181818181818 0.568561872909699
## Diabetic 1 12 1
## Not Diabetic 0 1 0
## ShockIndex
## 0.568720379146919 0.568807339449541 0.568862275449102
## Diabetic 1 2 2
## Not Diabetic 0 0 0
## ShockIndex
## 0.568965517241379 0.569037656903766 0.569105691056911
## Diabetic 1 1 4
## Not Diabetic 0 0 0
## ShockIndex
## 0.569395017793594 0.569444444444444 0.569620253164557
## Diabetic 2 1 4
## Not Diabetic 0 0 0
## ShockIndex
## 0.570093457943925 0.570175438596491 0.5703125 0.570342205323194
## Diabetic 1 3 1 1
## Not Diabetic 0 0 0 0
## ShockIndex
## 0.570446735395189 0.571428571428571 0.572289156626506
## Diabetic 1 21 1
## Not Diabetic 0 1 0
## ShockIndex
## 0.572390572390572 0.572490706319703 0.572519083969466
## Diabetic 1 1 8
## Not Diabetic 0 0 1
## ShockIndex
## 0.572549019607843 0.572649572649573 0.572687224669604
## Diabetic 1 3 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.572727272727273 0.573170731707317 0.573770491803279
## Diabetic 3 1 6
## Not Diabetic 0 0 1
## ShockIndex
## 0.573839662447257 0.573913043478261 0.574074074074074
## Diabetic 2 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.574324324324324 0.574803149606299 0.574898785425101
## Diabetic 4 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.575221238938053 0.575438596491228 0.575539568345324
## Diabetic 2 2 5
## Not Diabetic 0 0 1
## ShockIndex
## 0.575757575757576 0.576 0.576131687242798 0.576271186440678
## Diabetic 1 9 1 4
## Not Diabetic 1 0 0 0
## ShockIndex
## 0.576419213973799 0.576744186046512 0.576923076923077
## Diabetic 1 1 20
## Not Diabetic 0 0 0
## ShockIndex
## 0.577181208053691 0.577235772357724 0.577464788732394
## Diabetic 1 1 1
## Not Diabetic 0 0 1
## ShockIndex
## 0.577586206896552 0.577617328519856 0.577777777777778
## Diabetic 1 3 4
## Not Diabetic 0 0 0
## ShockIndex
## 0.577981651376147 0.578034682080925 0.578125 0.578231292517007
## Diabetic 1 1 1 3
## Not Diabetic 0 0 0 1
## ShockIndex
## 0.578512396694215 0.578723404255319 0.578947368421053
## Diabetic 7 3 5
## Not Diabetic 0 0 0
## ShockIndex
## 0.579150579150579 0.579234972677596 0.579365079365079
## Diabetic 1 1 4
## Not Diabetic 0 0 0
## ShockIndex
## 0.579710144927536 0.579925650557621 0.580152671755725
## Diabetic 2 1 1
## Not Diabetic 1 0 0
## ShockIndex
## 0.580204778156997 0.580392156862745 0.580645161290323
## Diabetic 2 1 3
## Not Diabetic 0 0 0
## ShockIndex
## 0.581081081081081 0.581132075471698 0.581196581196581
## Diabetic 2 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.581395348837209 0.581497797356828 0.581560283687943
## Diabetic 4 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.581818181818182 0.581967213114754 0.582089552238806
## Diabetic 5 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.582191780821918 0.582278481012658 0.582456140350877
## Diabetic 1 2 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.58252427184466 0.582608695652174 0.582677165354331
## Diabetic 2 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.582959641255605 0.582995951417004 0.583333333333333
## Diabetic 1 1 10
## Not Diabetic 0 0 0
## ShockIndex
## 0.583690987124464 0.583850931677019 0.583892617449664
## Diabetic 2 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.583941605839416 0.584 0.584070796460177 0.584362139917695
## Diabetic 4 2 1 1
## Not Diabetic 0 1 0 0
## ShockIndex
## 0.584415584415584 0.584507042253521 0.584615384615385
## Diabetic 1 1 2
## Not Diabetic 0 0 0
## ShockIndex
## 0.585185185185185 0.585365853658537 0.585585585585586
## Diabetic 1 6 4
## Not Diabetic 0 0 0
## ShockIndex
## 0.585714285714286 0.585774058577406 0.585915492957746 0.5859375
## Diabetic 1 3 1 12
## Not Diabetic 0 0 0 0
## ShockIndex
## 0.585987261146497 0.586080586080586 0.586206896551724
## Diabetic 0 2 3
## Not Diabetic 1 0 0
## ShockIndex
## 0.586466165413534 0.586666666666667 0.586776859504132
## Diabetic 1 2 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.587155963302752 0.587301587301587 0.587360594795539
## Diabetic 2 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.587412587412587 0.5875 0.587755102040816 0.587786259541985
## Diabetic 1 1 2 1
## Not Diabetic 0 0 0 0
## ShockIndex
## 0.588235294117647 0.588652482269504 0.588709677419355
## Diabetic 20 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.588785046728972 0.589147286821705 0.589211618257261
## Diabetic 2 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.589285714285714 0.58974358974359 0.589928057553957
## Diabetic 1 1 0
## Not Diabetic 0 0 1
## ShockIndex
## 0.590163934426229 0.590277777777778 0.59047619047619
## Diabetic 5 3 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.590551181102362 0.590604026845638 0.590717299578059
## Diabetic 11 1 4
## Not Diabetic 1 0 0
## ShockIndex
## 0.590909090909091 0.591304347826087 0.591666666666667
## Diabetic 14 6 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.591715976331361 0.591760299625468 0.592057761732852
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.592105263157895 0.592233009708738 0.592307692307692
## Diabetic 1 1 2
## Not Diabetic 0 0 0
## ShockIndex
## 0.592592592592593 0.592857142857143 0.592885375494071
## Diabetic 6 1 4
## Not Diabetic 0 0 0
## ShockIndex
## 0.592920353982301 0.593220338983051 0.593548387096774
## Diabetic 3 7 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.593607305936073 0.593639575971731 0.59375 0.594059405940594
## Diabetic 1 1 1 1
## Not Diabetic 0 0 0 0
## ShockIndex
## 0.594202898550725 0.594377510040161 0.594405594405594
## Diabetic 1 1 5
## Not Diabetic 0 0 0
## ShockIndex
## 0.594594594594595 0.594771241830065 0.594795539033457
## Diabetic 5 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.594827586206897 0.59504132231405 0.595238095238095
## Diabetic 2 3 9
## Not Diabetic 0 0 0
## ShockIndex
## 0.595419847328244 0.595555555555556 0.595744680851064
## Diabetic 1 2 2
## Not Diabetic 0 0 0
## ShockIndex
## 0.595854922279793 0.595890410958904 0.596078431372549
## Diabetic 1 2 2
## Not Diabetic 0 0 0
## ShockIndex
## 0.596153846153846 0.596330275229358 0.596491228070175
## Diabetic 2 1 3
## Not Diabetic 0 0 0
## ShockIndex
## 0.596638655462185 0.596774193548387 0.597014925373134
## Diabetic 1 1 5
## Not Diabetic 0 0 0
## ShockIndex
## 0.597122302158273 0.597402597402597 0.597609561752988
## Diabetic 1 3 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.598006644518272 0.598290598290598 0.598360655737705
## Diabetic 1 3 2
## Not Diabetic 0 0 0
## ShockIndex
## 0.598425196850394 0.598540145985402 0.598591549295775
## Diabetic 1 2 2
## Not Diabetic 0 0 0
## ShockIndex
## 0.598802395209581 0.599078341013825 0.599250936329588 0.6
## Diabetic 1 1 2 26
## Not Diabetic 0 0 0 1
## ShockIndex
## 0.60082304526749 0.600858369098712 0.601307189542484
## Diabetic 1 2 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.601449275362319 0.601503759398496 0.601626016260163
## Diabetic 1 4 2
## Not Diabetic 0 0 0
## ShockIndex
## 0.601694915254237 0.601769911504425 0.601851851851852
## Diabetic 1 4 2
## Not Diabetic 0 0 0
## ShockIndex
## 0.601941747572815 0.602409638554217 0.602564102564103
## Diabetic 1 2 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.602836879432624 0.602941176470588 0.603174603174603
## Diabetic 2 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.60327868852459 0.603305785123967 0.603448275862069
## Diabetic 1 1 3
## Not Diabetic 0 0 0
## ShockIndex
## 0.603603603603604 0.603636363636364 0.60377358490566
## Diabetic 2 2 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.603896103896104 0.604026845637584 0.604081632653061
## Diabetic 1 2 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.60431654676259 0.604444444444444 0.604477611940298
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.604651162790698 0.604838709677419 0.604982206405694
## Diabetic 3 11 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.605042016806723 0.605095541401274 0.605263157894737
## Diabetic 2 3 2
## Not Diabetic 0 0 0
## ShockIndex
## 0.60536398467433 0.605504587155963 0.605633802816901
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.605839416058394 0.606060606060606 0.606299212598425
## Diabetic 2 11 1
## Not Diabetic 0 1 0
## ShockIndex
## 0.606334841628959 0.606837606837607 0.606896551724138
## Diabetic 1 1 0
## Not Diabetic 0 0 1
## ShockIndex
## 0.60702875399361 0.607142857142857 0.607287449392713
## Diabetic 0 5 1
## Not Diabetic 1 0 0
## ShockIndex
## 0.607407407407407 0.607476635514019 0.607594936708861
## Diabetic 1 6 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.607773851590106 0.607843137254902 0.608 0.608108108108108
## Diabetic 1 1 1 4
## Not Diabetic 0 0 0 0
## ShockIndex
## 0.608333333333333 0.608365019011407 0.608695652173913
## Diabetic 1 3 8
## Not Diabetic 0 0 1
## ShockIndex
## 0.608955223880597 0.609022556390977 0.609053497942387
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.609090909090909 0.609271523178808 0.609756097560976
## Diabetic 2 1 10
## Not Diabetic 0 0 0
## ShockIndex
## 0.61003861003861 0.610169491525424 0.610294117647059
## Diabetic 1 2 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.61038961038961 0.610687022900763 0.611111111111111
## Diabetic 1 6 2
## Not Diabetic 0 0 0
## ShockIndex
## 0.611510791366906 0.611570247933884 0.611764705882353
## Diabetic 5 1 3
## Not Diabetic 0 0 0
## ShockIndex
## 0.612244897959184 0.6125 0.612612612612613 0.612676056338028
## Diabetic 6 1 2 1
## Not Diabetic 0 0 0 0
## ShockIndex
## 0.612765957446809 0.612903225806452 0.613026819923372
## Diabetic 3 3 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.613095238095238 0.613207547169811 0.613240418118467
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.613333333333333 0.613445378151261 0.613496932515337
## Diabetic 1 1 2
## Not Diabetic 0 0 0
## ShockIndex
## 0.613636363636364 0.613718411552347 0.614035087719298
## Diabetic 1 1 6
## Not Diabetic 0 0 0
## ShockIndex
## 0.614678899082569 0.614754098360656 0.614814814814815
## Diabetic 2 10 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.615384615384615 0.615942028985507 0.616 0.616438356164384
## Diabetic 16 3 1 1
## Not Diabetic 0 0 0 0
## ShockIndex
## 0.616740088105727 0.616822429906542 0.617283950617284
## Diabetic 1 2 4
## Not Diabetic 0 0 0
## ShockIndex
## 0.617391304347826 0.61744966442953 0.617543859649123
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.617647058823529 0.617760617760618 0.617886178861789
## Diabetic 1 1 2
## Not Diabetic 0 0 0
## ShockIndex
## 0.617977528089888 0.618181818181818 0.618320610687023
## Diabetic 1 5 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.618421052631579 0.61864406779661 0.618867924528302
## Diabetic 1 2 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.619047619047619 0.619469026548673 0.619607843137255
## Diabetic 4 6 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.619718309859155 0.619834710743802 0.62 0.62015503875969
## Diabetic 1 6 1 9
## Not Diabetic 0 0 0 0
## ShockIndex
## 0.62037037037037 0.62043795620438 0.620689655172414
## Diabetic 1 3 7
## Not Diabetic 0 0 0
## ShockIndex
## 0.620967741935484 0.621004566210046 0.621722846441948
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.622222222222222 0.622406639004149 0.622568093385214
## Diabetic 3 3 3
## Not Diabetic 0 0 0
## ShockIndex
## 0.622641509433962 0.622710622710623 0.622950819672131
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.623188405797101 0.623255813953488 0.623376623376623
## Diabetic 1 2 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.623481781376518 0.623762376237624 0.623853211009174
## Diabetic 1 2 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.623931623931624 0.62406015037594 0.624390243902439
## Diabetic 1 2 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.624472573839662 0.625 0.62589928057554 0.626016260162602
## Diabetic 1 43 1 1
## Not Diabetic 0 0 0 0
## ShockIndex
## 0.626086956521739 0.626666666666667 0.626865671641791
## Diabetic 6 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.626984126984127 0.627177700348432 0.627272727272727
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.627450980392157 0.627737226277372 0.628099173553719
## Diabetic 5 1 1
## Not Diabetic 0 1 0
## ShockIndex
## 0.628158844765343 0.628272251308901 0.628571428571429
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.62882096069869 0.628930817610063 0.629032258064516
## Diabetic 1 1 2
## Not Diabetic 0 0 0
## ShockIndex
## 0.629139072847682 0.629310344827586 0.629370629370629
## Diabetic 2 2 3
## Not Diabetic 0 0 0
## ShockIndex
## 0.629482071713147 0.62962962962963 0.62992125984252 0.63
## Diabetic 1 6 5 2
## Not Diabetic 0 0 0 0
## ShockIndex
## 0.630252100840336 0.630350194552529 0.630630630630631
## Diabetic 11 1 6
## Not Diabetic 0 0 0
## ShockIndex
## 0.630769230769231 0.631147540983607 0.631578947368421
## Diabetic 4 3 4
## Not Diabetic 0 0 0
## ShockIndex
## 0.631970260223048 0.632034632034632 0.632124352331606
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.632183908045977 0.632411067193676 0.632558139534884
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.632911392405063 0.633204633204633 0.633333333333333
## Diabetic 1 1 3
## Not Diabetic 0 0 0
## ShockIndex
## 0.633484162895928 0.633802816901408 0.633928571428571
## Diabetic 1 1 2
## Not Diabetic 0 0 0
## ShockIndex
## 0.634146341463415 0.634328358208955 0.634782608695652
## Diabetic 3 6 2
## Not Diabetic 1 0 0
## ShockIndex
## 0.634920634920635 0.635294117647059 0.635593220338983
## Diabetic 11 1 10
## Not Diabetic 0 0 0
## ShockIndex
## 0.635761589403974 0.636363636363636 0.636704119850187
## Diabetic 1 6 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.637037037037037 0.637096774193548 0.63716814159292
## Diabetic 1 1 2
## Not Diabetic 0 0 0
## ShockIndex
## 0.637254901960784 0.637450199203187 0.63768115942029
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.638095238095238 0.638132295719844 0.638297872340426
## Diabetic 3 1 6
## Not Diabetic 0 0 0
## ShockIndex
## 0.638461538461538 0.638655462184874 0.638977635782748
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.639004149377593 0.639097744360902 0.639269406392694
## Diabetic 1 2 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.639344262295082 0.639405204460966 0.63963963963964
## Diabetic 3 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.639676113360324 0.64 0.640394088669951 0.640522875816993
## Diabetic 1 12 1 2
## Not Diabetic 0 0 0 0
## ShockIndex
## 0.640625 0.640776699029126 0.640949554896142 0.641025641025641
## Diabetic 2 1 1 6
## Not Diabetic 0 0 0 0
## ShockIndex
## 0.641221374045801 0.641350210970464 0.641509433962264
## Diabetic 1 2 3
## Not Diabetic 0 0 0
## ShockIndex
## 0.641666666666667 0.641711229946524 0.641891891891892
## Diabetic 3 1 2
## Not Diabetic 0 0 0
## ShockIndex
## 0.641975308641975 0.642105263157895 0.642201834862385
## Diabetic 1 1 3
## Not Diabetic 0 0 1
## ShockIndex
## 0.642276422764228 0.642335766423358 0.642570281124498
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.642857142857143 0.643137254901961 0.643171806167401
## Diabetic 6 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.643356643356643 0.643776824034335 0.643939393939394
## Diabetic 1 2 2
## Not Diabetic 0 0 0
## ShockIndex
## 0.644067796610169 0.644194756554307 0.644628099173554
## Diabetic 1 2 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.644688644688645 0.644776119402985 0.645161290322581
## Diabetic 1 1 9
## Not Diabetic 0 0 0
## ShockIndex
## 0.645454545454546 0.645669291338583 0.646153846153846
## Diabetic 1 2 2
## Not Diabetic 0 0 0
## ShockIndex
## 0.646551724137931 0.646616541353383 0.646766169154229
## Diabetic 12 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.647058823529412 0.647302904564315 0.647540983606557
## Diabetic 4 1 2
## Not Diabetic 0 0 0
## ShockIndex
## 0.647619047619048 0.648148148148148 0.648221343873518 0.6484375
## Diabetic 2 4 1 1
## Not Diabetic 0 0 0 0
## ShockIndex
## 0.648648648648649 0.648854961832061 0.648888888888889
## Diabetic 4 2 2
## Not Diabetic 0 0 0
## ShockIndex
## 0.649122807017544 0.649253731343284 0.649275362318841
## Diabetic 1 2 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.649789029535865 0.649819494584838 0.65 0.65017667844523
## Diabetic 1 1 6 1
## Not Diabetic 0 0 0 0
## ShockIndex
## 0.650205761316872 0.650406504065041 0.650485436893204
## Diabetic 1 7 2
## Not Diabetic 0 0 0
## ShockIndex
## 0.650684931506849 0.651162790697674 0.651340996168582
## Diabetic 1 2 2
## Not Diabetic 0 0 0
## ShockIndex
## 0.651376146788991 0.651465798045603 0.651515151515151
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.651785714285714 0.651851851851852 0.652173913043478
## Diabetic 3 2 13
## Not Diabetic 0 0 0
## ShockIndex
## 0.652482269503546 0.653061224489796 0.653543307086614
## Diabetic 1 3 2
## Not Diabetic 0 0 0
## ShockIndex
## 0.65359477124183 0.653846153846154 0.654135338345865
## Diabetic 1 7 2
## Not Diabetic 0 1 0
## ShockIndex
## 0.654545454545455 0.654708520179372 0.654867256637168
## Diabetic 3 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.655021834061135 0.655172413793103 0.65531914893617
## Diabetic 0 2 2
## Not Diabetic 1 0 0
## ShockIndex
## 0.65546218487395 0.655737704918033 0.656126482213439
## Diabetic 1 5 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.656370656370656 0.656410256410256 0.656488549618321
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.656565656565657 0.656716417910448 0.656862745098039
## Diabetic 1 1 3
## Not Diabetic 0 1 0
## ShockIndex
## 0.656934306569343 0.657142857142857 0.657534246575342
## Diabetic 2 1 2
## Not Diabetic 0 0 0
## ShockIndex
## 0.657657657657658 0.657718120805369 0.657894736842105
## Diabetic 1 1 6
## Not Diabetic 0 0 0
## ShockIndex
## 0.658008658008658 0.658227848101266 0.658536585365854
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.658823529411765 0.65891472868217 0.659340659340659
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.659722222222222 0.660194174757282 0.660377358490566
## Diabetic 1 2 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.66046511627907 0.660550458715596 0.660660660660661
## Diabetic 1 3 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.66079295154185 0.660869565217391 0.661016949152542
## Diabetic 2 2 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.661157024793388 0.661290322580645 0.661417322834646
## Diabetic 6 2 1
## Not Diabetic 1 0 0
## ShockIndex
## 0.66147859922179 0.661654135338346 0.661764705882353
## Diabetic 1 1 1
## Not Diabetic 0 0 1
## ShockIndex
## 0.661870503597122 0.662162162162162 0.662251655629139
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.663507109004739 0.663594470046083 0.663636363636364
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.663677130044843 0.663716814159292 0.663793103448276
## Diabetic 1 3 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.663829787234043 0.663865546218487 0.663900414937759 0.664
## Diabetic 1 1 3 2
## Not Diabetic 0 0 0 0
## ShockIndex
## 0.6640625 0.666666666666667 0.668831168831169 0.668965517241379
## Diabetic 2 48 1 1
## Not Diabetic 0 0 0 0
## ShockIndex
## 0.668989547038328 0.669014084507042 0.669291338582677
## Diabetic 1 4 5
## Not Diabetic 0 0 0
## ShockIndex
## 0.669354838709677 0.669387755102041 0.669491525423729
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.669642857142857 0.669724770642202 0.669767441860465
## Diabetic 8 2 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.67027027027027 0.67065868263473 0.671052631578947
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.671140939597315 0.671328671328671 0.671532846715328
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.671641791044776 0.671936758893281 0.672131147540984
## Diabetic 1 2 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.672268907563025 0.672413793103448 0.672566371681416
## Diabetic 5 1 0
## Not Diabetic 0 0 1
## ShockIndex
## 0.672897196261682 0.673076923076923 0.673202614379085
## Diabetic 1 5 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.673267326732673 0.673758865248227 0.674157303370786
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.674603174603175 0.67479674796748 0.675 0.675555555555556
## Diabetic 2 2 2 1
## Not Diabetic 0 0 0 0
## ShockIndex
## 0.675675675675676 0.675925925925926 0.676056338028169
## Diabetic 9 2 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.676258992805755 0.676470588235294 0.676691729323308
## Diabetic 1 1 3
## Not Diabetic 0 0 0
## ShockIndex
## 0.676923076923077 0.677083333333333 0.677966101694915
## Diabetic 2 2 4
## Not Diabetic 0 0 0
## ShockIndex
## 0.678260869565217 0.678571428571429 0.678899082568807
## Diabetic 1 3 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.67906976744186 0.679245283018868 0.67953667953668
## Diabetic 1 2 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.679611650485437 0.679841897233202 0.68 0.680272108843537
## Diabetic 1 1 6 1
## Not Diabetic 0 0 0 0
## ShockIndex
## 0.680327868852459 0.680851063829787 0.681318681318681
## Diabetic 2 3 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.68141592920354 0.681481481481481 0.681818181818182
## Diabetic 1 1 16
## Not Diabetic 0 0 1
## ShockIndex
## 0.682170542635659 0.682242990654206 0.682352941176471
## Diabetic 3 2 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.682464454976303 0.682539682539683 0.68259385665529
## Diabetic 1 1 3
## Not Diabetic 0 0 0
## ShockIndex
## 0.682926829268293 0.683168316831683 0.683333333333333
## Diabetic 1 2 3
## Not Diabetic 0 0 0
## ShockIndex
## 0.683453237410072 0.683673469387755 0.683760683760684
## Diabetic 1 1 2
## Not Diabetic 0 0 0
## ShockIndex
## 0.684210526315789 0.684410646387833 0.684444444444444
## Diabetic 3 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.684931506849315 0.685483870967742 0.685714285714286
## Diabetic 2 4 3
## Not Diabetic 0 0 0
## ShockIndex
## 0.686131386861314 0.686274509803922 0.686567164179104
## Diabetic 1 4 2
## Not Diabetic 0 0 0
## ShockIndex
## 0.687022900763359 0.6875 0.688 0.688073394495413
## Diabetic 5 2 1 7
## Not Diabetic 0 0 1 0
## ShockIndex
## 0.688172043010753 0.688372093023256 0.688405797101449
## Diabetic 1 1 4
## Not Diabetic 0 0 0
## ShockIndex
## 0.688796680497925 0.689075630252101 0.689655172413793
## Diabetic 1 1 10
## Not Diabetic 0 0 0
## ShockIndex
## 0.689922480620155 0.690140845070423 0.690265486725664
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.690909090909091 0.691056910569106 0.691244239631336
## Diabetic 1 4 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.691666666666667 0.691823899371069 0.692307692307692
## Diabetic 1 2 3
## Not Diabetic 0 0 0
## ShockIndex
## 0.692640692640693 0.692913385826772 0.692982456140351
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.693069306930693 0.693693693693694 0.693877551020408
## Diabetic 2 1 4
## Not Diabetic 0 0 0
## ShockIndex
## 0.694214876033058 0.694444444444444 0.694915254237288 0.6953125
## Diabetic 2 7 2 1
## Not Diabetic 0 0 0 0
## ShockIndex
## 0.695652173913043 0.696 0.696078431372549 0.696428571428571
## Diabetic 12 1 2 1
## Not Diabetic 0 0 0 0
## ShockIndex
## 0.696517412935323 0.69672131147541 0.697478991596639
## Diabetic 1 7 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.697674418604651 0.697916666666667 0.698412698412698
## Diabetic 6 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.698795180722892 0.699029126213592 0.699115044247788
## Diabetic 2 2 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.699551569506726 0.699619771863118 0.7 0.700389105058366
## Diabetic 1 1 12 1
## Not Diabetic 0 0 0 0
## ShockIndex
## 0.700636942675159 0.700934579439252 0.701030927835051
## Diabetic 0 5 1
## Not Diabetic 1 0 0
## ShockIndex
## 0.701107011070111 0.701754385964912 0.702439024390244
## Diabetic 0 8 1
## Not Diabetic 1 0 0
## ShockIndex
## 0.702479338842975 0.702702702702703 0.703125 0.703703703703704
## Diabetic 3 1 1 2
## Not Diabetic 0 0 0 0
## ShockIndex
## 0.704 0.704225352112676 0.704663212435233 0.704845814977974
## Diabetic 1 4 1 1
## Not Diabetic 0 0 0 0
## ShockIndex
## 0.704918032786885 0.705357142857143 0.705882352941177
## Diabetic 1 1 2
## Not Diabetic 0 0 0
## ShockIndex
## 0.706422018348624 0.707070707070707 0.707317073170732
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.707547169811321 0.707692307692308 0.707964601769911
## Diabetic 5 1 6
## Not Diabetic 1 0 0
## ShockIndex
## 0.708333333333333 0.708487084870849 0.708661417322835
## Diabetic 5 1 3
## Not Diabetic 0 0 1
## ShockIndex
## 0.70873786407767 0.708955223880597 0.709090909090909
## Diabetic 1 1 3
## Not Diabetic 0 0 1
## ShockIndex
## 0.709433962264151 0.709677419354839 0.70995670995671
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.710144927536232 0.710344827586207 0.711111111111111
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.711462450592885 0.712121212121212 0.71304347826087
## Diabetic 2 1 2
## Not Diabetic 0 0 0
## ShockIndex
## 0.713114754098361 0.714285714285714 0.71551724137931
## Diabetic 2 23 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.716666666666667 0.716981132075472 0.717488789237668
## Diabetic 4 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.717557251908397 0.717703349282297 0.718181818181818
## Diabetic 2 1 2
## Not Diabetic 0 0 0
## ShockIndex
## 0.718367346938775 0.71875 0.718954248366013 0.71900826446281
## Diabetic 2 1 1 1
## Not Diabetic 0 0 0 0
## ShockIndex
## 0.719298245614035 0.72 0.720338983050847 0.720720720720721
## Diabetic 2 1 3 5
## Not Diabetic 0 0 0 0
## ShockIndex
## 0.720812182741117 0.721153846153846 0.72156862745098
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.721739130434783 0.72189349112426 0.722222222222222
## Diabetic 3 1 2
## Not Diabetic 0 0 0
## ShockIndex
## 0.722689075630252 0.723214285714286 0.723404255319149
## Diabetic 1 1 3
## Not Diabetic 0 0 0
## ShockIndex
## 0.723618090452261 0.723809523809524 0.724279835390947
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.724409448818898 0.72463768115942 0.725 0.725190839694656
## Diabetic 1 1 2 2
## Not Diabetic 0 0 0 0
## ShockIndex
## 0.725806451612903 0.726495726495726 0.726530612244898
## Diabetic 3 2 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.727272727272727 0.728070175438597 0.728813559322034
## Diabetic 9 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.728888888888889 0.729411764705882 0.72992700729927 0.73
## Diabetic 1 1 3 1
## Not Diabetic 0 0 0 0
## ShockIndex
## 0.73015873015873 0.730434782608696 0.730593607305936
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.730769230769231 0.731707317073171 0.731958762886598
## Diabetic 0 5 1
## Not Diabetic 1 0 0
## ShockIndex
## 0.732600732600733 0.732758620689655 0.732824427480916
## Diabetic 1 4 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.733333333333333 0.73394495412844 0.73469387755102
## Diabetic 1 1 4
## Not Diabetic 0 0 0
## ShockIndex
## 0.735294117647059 0.735849056603774 0.736434108527132
## Diabetic 1 1 4
## Not Diabetic 0 0 0
## ShockIndex
## 0.73728813559322 0.737327188940092 0.737704918032787
## Diabetic 1 1 2
## Not Diabetic 0 0 0
## ShockIndex
## 0.738255033557047 0.738317757009346 0.738461538461539
## Diabetic 1 2 3
## Not Diabetic 0 0 0
## ShockIndex
## 0.739130434782609 0.739393939393939 0.73943661971831
## Diabetic 3 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.739622641509434 0.740088105726872 0.740740740740741
## Diabetic 1 1 10
## Not Diabetic 0 0 0
## ShockIndex
## 0.741935483870968 0.7421875 0.742268041237113 0.74235807860262
## Diabetic 1 1 1 1
## Not Diabetic 0 0 0 0
## ShockIndex
## 0.742424242424242 0.742574257425743 0.742616033755274
## Diabetic 1 3 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.742647058823529 0.743801652892562 0.744186046511628
## Diabetic 1 3 5
## Not Diabetic 0 0 0
## ShockIndex
## 0.74468085106383 0.744897959183674 0.744939271255061
## Diabetic 3 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.745098039215686 0.745454545454545 0.745614035087719
## Diabetic 1 1 3
## Not Diabetic 0 0 0
## ShockIndex
## 0.746268656716418 0.747663551401869 0.748031496062992
## Diabetic 4 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.748299319727891 0.748717948717949 0.748898678414097
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.748936170212766 0.75 0.751020408163265 0.75187969924812
## Diabetic 1 7 2 2
## Not Diabetic 0 0 0 0
## ShockIndex
## 0.752212389380531 0.752293577981651 0.753138075313807
## Diabetic 3 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.753488372093023 0.753846153846154 0.753968253968254
## Diabetic 1 1 3
## Not Diabetic 0 0 0
## ShockIndex
## 0.754237288135593 0.754545454545455 0.754716981132076
## Diabetic 1 1 3
## Not Diabetic 0 0 0
## ShockIndex
## 0.755555555555556 0.756302521008403 0.757201646090535
## Diabetic 3 1 3
## Not Diabetic 0 0 0
## ShockIndex
## 0.757281553398058 0.757575757575758 0.757894736842105
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.758620689655172 0.758928571428571 0.759259259259259
## Diabetic 3 3 2
## Not Diabetic 0 0 0
## ShockIndex
## 0.75968992248062 0.759825327510917 0.76 0.760330578512397
## Diabetic 1 1 2 1
## Not Diabetic 0 0 0 0
## ShockIndex
## 0.760456273764259 0.761061946902655 0.761904761904762
## Diabetic 2 1 3
## Not Diabetic 0 0 0
## ShockIndex
## 0.76271186440678 0.762790697674419 0.762962962962963
## Diabetic 2 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.763052208835341 0.763157894736842 0.763358778625954
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.763636363636364 0.764227642276423 0.764444444444444
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.764705882352941 0.765217391304348 0.765765765765766
## Diabetic 1 1 1
## Not Diabetic 0 0 1
## ShockIndex
## 0.765957446808511 0.766129032258065 0.766355140186916
## Diabetic 2 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.766666666666667 0.76734693877551 0.767857142857143 0.768
## Diabetic 1 1 1 2
## Not Diabetic 0 0 0 0
## ShockIndex
## 0.769230769230769 0.77 0.770731707317073 0.770833333333333
## Diabetic 5 1 1 1
## Not Diabetic 0 0 0 0
## ShockIndex
## 0.771428571428571 0.771929824561403 0.772093023255814
## Diabetic 1 1 1
## Not Diabetic 0 1 0
## ShockIndex
## 0.772357723577236 0.772727272727273 0.77319587628866
## Diabetic 1 3 2
## Not Diabetic 0 0 0
## ShockIndex
## 0.773584905660377 0.774193548387097 0.774774774774775
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.775862068965517 0.776699029126214 0.77720207253886
## Diabetic 2 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.777777777777778 0.778210116731518 0.778688524590164
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.778761061946903 0.779816513761468 0.78 0.780141843971631
## Diabetic 1 1 1 1
## Not Diabetic 0 0 0 0
## ShockIndex
## 0.780487804878049 0.780952380952381 0.781818181818182
## Diabetic 1 1 1
## Not Diabetic 1 0 0
## ShockIndex
## 0.782178217821782 0.782608695652174 0.783333333333333
## Diabetic 2 3 1
## Not Diabetic 0 1 0
## ShockIndex
## 0.783505154639175 0.783582089552239 0.784 0.784313725490196
## Diabetic 1 2 1 3
## Not Diabetic 0 0 0 0
## ShockIndex
## 0.785046728971963 0.785123966942149 0.785714285714286
## Diabetic 1 2 2
## Not Diabetic 0 0 0
## ShockIndex
## 0.786324786324786 0.786885245901639 0.787037037037037
## Diabetic 1 4 6
## Not Diabetic 0 0 0
## ShockIndex
## 0.787671232876712 0.789473684210526 0.79 0.790697674418605
## Diabetic 1 4 1 3
## Not Diabetic 0 0 0 0
## ShockIndex
## 0.790909090909091 0.791044776119403 0.791139240506329
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.79136690647482 0.791666666666667 0.792079207920792
## Diabetic 2 3 3
## Not Diabetic 0 0 0
## ShockIndex
## 0.792792792792793 0.79295154185022 0.793103448275862
## Diabetic 2 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.793650793650794 0.794392523364486 0.795454545454545
## Diabetic 2 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.796296296296296 0.79646017699115 0.797101449275362 0.8
## Diabetic 1 2 1 8
## Not Diabetic 0 0 0 0
## ShockIndex
## 0.80168776371308 0.801724137931034 0.80188679245283
## Diabetic 1 1 4
## Not Diabetic 0 0 1
## ShockIndex
## 0.802919708029197 0.803571428571429 0.80365296803653
## Diabetic 1 3 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.805084745762712 0.805369127516778 0.806122448979592
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.806451612903226 0.807017543859649 0.807174887892377
## Diabetic 4 2 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.807339449541284 0.808080808080808 0.808695652173913
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.808823529411765 0.809302325581395 0.80952380952381
## Diabetic 1 1 4
## Not Diabetic 0 0 0
## ShockIndex
## 0.810344827586207 0.810810810810811 0.811965811965812
## Diabetic 1 2 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.813559322033898 0.813725490196078 0.814814814814815
## Diabetic 2 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.815602836879433 0.81592039800995 0.816326530612245
## Diabetic 1 1 2
## Not Diabetic 0 0 0
## ShockIndex
## 0.817307692307692 0.818181818181818 0.818604651162791
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.818965517241379 0.819672131147541 0.81981981981982 0.8203125
## Diabetic 3 1 1 2
## Not Diabetic 0 0 0 0
## ShockIndex
## 0.82051282051282 0.823529411764706 0.824427480916031
## Diabetic 3 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.824561403508772 0.825242718446602 0.825396825396825
## Diabetic 1 2 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.825688073394495 0.826086956521739 0.828571428571429
## Diabetic 2 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.829694323144105 0.829875518672199 0.830188679245283
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.830357142857143 0.830508474576271 0.833333333333333
## Diabetic 1 1 6
## Not Diabetic 0 0 0
## ShockIndex
## 0.83495145631068 0.836363636363636 0.838095238095238
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.83969465648855 0.841121495327103 0.841584158415842
## Diabetic 1 3 3
## Not Diabetic 0 1 0
## ShockIndex
## 0.842105263157895 0.843137254901961 0.844036697247706
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.845360824742268 0.846153846153846 0.847058823529412
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.847457627118644 0.85 0.851063829787234 0.852713178294574
## Diabetic 2 2 2 1
## Not Diabetic 0 0 0 0
## ShockIndex
## 0.853080568720379 0.853333333333333 0.853448275862069
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.855670103092783 0.855855855855856 0.856 0.857142857142857
## Diabetic 1 3 1 4
## Not Diabetic 0 0 0 0
## ShockIndex
## 0.85981308411215 0.862068965517241 0.862385321100917
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.862745098039216 0.863157894736842 0.863636363636364
## Diabetic 2 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.864077669902913 0.864661654135338 0.864864864864865
## Diabetic 1 0 1
## Not Diabetic 0 1 0
## ShockIndex
## 0.865384615384615 0.866359447004608 0.869565217391304
## Diabetic 1 1 2
## Not Diabetic 1 0 0
## ShockIndex
## 0.871287128712871 0.872549019607843 0.872727272727273 0.875
## Diabetic 1 1 1 1
## Not Diabetic 0 0 0 0
## ShockIndex
## 0.878048780487805 0.88 0.884955752212389 0.885416666666667
## Diabetic 1 2 2 1
## Not Diabetic 0 0 0 0
## ShockIndex
## 0.888888888888889 0.895522388059702 0.89622641509434
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.901554404145078 0.905660377358491 0.909090909090909
## Diabetic 1 1 4
## Not Diabetic 0 0 0
## ShockIndex
## 0.91304347826087 0.923076923076923 0.927835051546392
## Diabetic 2 2 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.928571428571429 0.930693069306931 0.932203389830508
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.934579439252336 0.94017094017094 0.941176470588235
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 0.942408376963351 0.946107784431138 0.94949494949495 0.96
## Diabetic 0 1 1 1
## Not Diabetic 1 0 0 0
## ShockIndex
## 0.971428571428571 0.973821989528796 0.980392156862745
## Diabetic 1 1 1
## Not Diabetic 0 0 1
## ShockIndex
## 0.990740740740741 1 1.00917431192661 1.01754385964912
## Diabetic 1 2 0 0
## Not Diabetic 0 0 1 1
## ShockIndex
## 1.02803738317757 1.03529411764706 1.04166666666667
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 1.04761904761905 1.07142857142857 1.07518796992481
## Diabetic 1 1 1
## Not Diabetic 0 0 0
## ShockIndex
## 1.10169491525424 1.1377245508982 1.16822429906542
## Diabetic 1 1 1
## Not Diabetic 0 0 0
k<-length(which(Framingham$diabetes== "Diabetes"))
Framingham<-read.csv(file.choose(),header = TRUE)
k<-length(which(Framingham$diabetes== 1))
k
## [1] 109
n<-length(na.omit(Framingham$diabetes))
n
## [1] 4240
p.hat<-k/n
p.hat
## [1] 0.02570755
boot.phats <- c()
for(i in 1:10000){ boot.samp <- sample(Framingham$diabetes, n, replace = TRUE)
boot.k <- length(which(boot.samp == 1))
boot.phat <- boot.k/n
boot.phats <- c(boot.phats, boot.phat)
}
hist(boot.phats)
mean(boot.phats)
## [1] 0.02569531
SE <- sd(boot.phats)
CI <- p.hat + c(-1,1)*2*SE
CI
## [1] 0.02086727 0.03054783
prop.test(k, n, conf.level=0.95)
##
## 1-sample proportions test with continuity correction
##
## data: k out of n, null probability 0.5
## X-squared = 3813.3, df = 1, p-value < 2.2e-16
## alternative hypothesis: true p is not equal to 0.5
## 95 percent confidence interval:
## 0.02124883 0.03104607
## sample estimates:
## p
## 0.02570755