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Match

Usage

match_cov(dt, match)

Arguments

dt

a list of matrix

match

A vector of covariates name to match on

Value

a list of matrix containing matched cohort information

Examples

# match internal and external trial data using different covariates
smp = set_n(ssC = 140, ssE = 275, ssExt = 100)
covset1 = set_cov(n_cat = 2, n_cont = 0, mu_int = 0, mu_ext = 0, var = 1)
#> User provides one mean of covariate in internal trials. This value is used for all covariates
#> User provides one mean of covariate in external trials. This value is used for all covariates
#> User provides one number for variance. This variance is used for all covariates
#> Covariance for covariate (cov) is not recognized. Default value 0 is used for all covariates
#> Probability of binary covariate in the internal trial is not recognized or correctly specified. Default value 0.5 is used for all binary covariates
#> Probability of binary covariate in the external trial is not recognized or correctly specified. mu_int is used.
covset2 = set_cov(n_cat = 0, n_cont = 1, mu_int = 62, mu_ext = 65, var = 11)
cObj = c(covset1, covset2)
sample_cov <-
  simu_cov(ssObj = smp, covObj = cObj, HR = 1, driftHR = 1.2, nsim = 2)
#> The sample size for internal control, internal treatment, and external control arms are 140, 275, and 100, respectively.
#> Set seed to 10403
#> ------------------- #1of 2simulation: #1of HR =1, #1of driftHR = 1.2, seed =10403
#> ------------------- #2of 2simulation: #1of HR =1, #1of driftHR = 1.2, seed =10404
#> Simulated covariates are not saved.

# match on covariates 1 and 2
match_cov(dt = sample_cov, match = c("cov1", "cov2"))
#> Warning: Fewer control units than treated units; not all treated units will get a match.
#> 0 patients from the external arm are excluded. 315 patients from the internal trial are excluded.
#> After matching, we have 515 patients in total.
#> Warning: Fewer control units than treated units; not all treated units will get a match.
#> 0 patients from the external arm are excluded. 315 patients from the internal trial are excluded.
#> After matching, we have 515 patients in total.
#> [[1]]
#>     driftHR HR ext trt cov1 cov2     cov3
#> 1       1.2  1   1   0    0    1 61.03781
#> 2       1.2  1   1   0    1    1 69.11365
#> 3       1.2  1   1   0    1    1 66.66771
#> 4       1.2  1   1   0    0    0 64.23041
#> 5       1.2  1   1   0    1    1 61.28386
#> 6       1.2  1   1   0    1    1 61.90266
#> 7       1.2  1   1   0    1    0 68.88798
#> 8       1.2  1   1   0    0    0 67.50219
#> 9       1.2  1   1   0    0    0 68.79193
#> 10      1.2  1   1   0    1    1 63.77301
#> 11      1.2  1   1   0    0    1 63.10097
#> 12      1.2  1   1   0    0    0 65.48456
#> 13      1.2  1   1   0    0    0 66.45309
#> 14      1.2  1   1   0    1    1 67.21311
#> 15      1.2  1   1   0    1    0 64.47887
#> 16      1.2  1   1   0    1    0 68.31252
#> 17      1.2  1   1   0    1    1 66.72686
#> 18      1.2  1   1   0    1    1 67.78388
#> 19      1.2  1   1   0    0    1 67.21897
#> 20      1.2  1   1   0    1    1 66.75303
#> 21      1.2  1   1   0    1    1 64.49190
#> 22      1.2  1   1   0    1    0 59.31526
#> 23      1.2  1   1   0    1    1 64.42102
#> 24      1.2  1   1   0    1    0 64.99763
#> 25      1.2  1   1   0    1    1 64.01160
#> 26      1.2  1   1   0    0    0 75.67332
#> 27      1.2  1   1   0    1    1 63.49456
#> 28      1.2  1   1   0    1    1 63.02096
#> 29      1.2  1   1   0    0    1 57.99660
#> 30      1.2  1   1   0    1    0 68.83719
#> 31      1.2  1   1   0    1    1 66.32601
#> 32      1.2  1   1   0    1    1 66.40610
#> 33      1.2  1   1   0    0    1 64.34747
#> 34      1.2  1   1   0    0    1 63.05984
#> 35      1.2  1   1   0    0    0 66.61932
#> 36      1.2  1   1   0    1    0 68.87917
#> 37      1.2  1   1   0    1    0 68.56032
#> 38      1.2  1   1   0    1    0 67.01038
#> 39      1.2  1   1   0    0    1 69.08177
#> 40      1.2  1   1   0    1    1 68.22975
#> 41      1.2  1   1   0    1    1 60.93245
#> 42      1.2  1   1   0    0    0 66.79129
#> 43      1.2  1   1   0    1    0 64.03837
#> 44      1.2  1   1   0    0    0 59.49495
#> 45      1.2  1   1   0    0    1 61.65115
#> 46      1.2  1   1   0    1    0 68.17089
#> 47      1.2  1   1   0    1    0 63.29235
#> 48      1.2  1   1   0    1    0 65.77859
#> 49      1.2  1   1   0    1    1 67.47557
#> 50      1.2  1   1   0    1    1 66.41507
#> 51      1.2  1   1   0    0    1 63.67620
#> 52      1.2  1   1   0    1    0 67.87419
#> 53      1.2  1   1   0    1    1 64.52830
#> 54      1.2  1   1   0    0    0 66.47208
#> 55      1.2  1   1   0    1    0 68.73080
#> 56      1.2  1   1   0    0    1 64.54024
#> 57      1.2  1   1   0    1    0 67.59059
#> 58      1.2  1   1   0    0    1 66.55692
#> 59      1.2  1   1   0    0    1 63.32293
#> 60      1.2  1   1   0    0    1 64.69107
#> 61      1.2  1   1   0    1    0 65.63610
#> 62      1.2  1   1   0    0    0 67.02601
#> 63      1.2  1   1   0    0    1 64.57146
#> 64      1.2  1   1   0    0    1 65.40466
#> 65      1.2  1   1   0    0    1 66.69396
#> 66      1.2  1   1   0    0    0 58.39288
#> 67      1.2  1   1   0    0    1 68.44900
#> 68      1.2  1   1   0    1    1 65.91049
#> 69      1.2  1   1   0    0    0 72.96736
#> 70      1.2  1   1   0    0    1 57.27367
#> 71      1.2  1   1   0    1    0 69.60600
#> 72      1.2  1   1   0    0    0 68.52671
#> 73      1.2  1   1   0    0    0 69.92132
#> 74      1.2  1   1   0    0    1 65.43709
#> 75      1.2  1   1   0    1    1 65.76187
#> 76      1.2  1   1   0    1    1 63.71312
#> 77      1.2  1   1   0    0    1 60.43058
#> 78      1.2  1   1   0    0    1 70.31941
#> 79      1.2  1   1   0    1    0 60.59901
#> 80      1.2  1   1   0    1    1 66.72077
#> 81      1.2  1   1   0    1    1 57.40884
#> 82      1.2  1   1   0    0    1 63.24143
#> 83      1.2  1   1   0    1    0 63.50568
#> 84      1.2  1   1   0    1    0 61.17545
#> 85      1.2  1   1   0    1    0 68.04667
#> 86      1.2  1   1   0    0    1 61.99905
#> 87      1.2  1   1   0    0    1 63.40289
#> 88      1.2  1   1   0    0    0 66.73004
#> 89      1.2  1   1   0    0    0 63.58896
#> 90      1.2  1   1   0    0    1 62.40175
#> 91      1.2  1   1   0    0    1 62.74611
#> 92      1.2  1   1   0    1    0 61.62800
#> 93      1.2  1   1   0    1    0 66.03353
#> 94      1.2  1   1   0    1    1 68.01028
#> 95      1.2  1   1   0    0    0 68.91117
#> 96      1.2  1   1   0    0    0 66.42229
#> 97      1.2  1   1   0    0    1 67.61217
#> 98      1.2  1   1   0    0    1 61.67767
#> 99      1.2  1   1   0    1    1 61.31982
#> 100     1.2  1   1   0    0    1 69.18147
#> 101     1.2  1   0   1    0    1 64.96150
#> 102     1.2  1   0   1    0    0 57.65995
#> 103     1.2  1   0   1    0    0 58.78764
#> 104     1.2  1   0   1    1    0 56.98848
#> 105     1.2  1   0   1    1    1 60.53908
#> 106     1.2  1   0   1    0    0 58.90844
#> 107     1.2  1   0   1    0    0 58.78908
#> 108     1.2  1   0   1    0    1 65.70165
#> 109     1.2  1   0   1    1    0 61.10338
#> 110     1.2  1   0   1    0    0 59.84645
#> 111     1.2  1   0   1    1    0 59.27851
#> 112     1.2  1   0   1    0    0 58.91523
#> 113     1.2  1   0   1    0    0 56.61695
#> 114     1.2  1   0   1    1    0 57.02953
#> 115     1.2  1   0   1    0    1 64.01775
#> 116     1.2  1   0   1    0    1 60.59636
#> 117     1.2  1   0   1    1    1 57.07047
#> 118     1.2  1   0   1    1    1 60.58701
#> 119     1.2  1   0   1    0    0 66.33321
#> 120     1.2  1   0   1    0    1 63.72484
#> 121     1.2  1   0   1    1    0 65.09168
#> 122     1.2  1   0   1    1    1 60.29506
#> 123     1.2  1   0   1    1    1 62.68814
#> 124     1.2  1   0   1    0    1 59.40072
#> 125     1.2  1   0   1    1    1 63.72662
#> 126     1.2  1   0   1    1    1 64.43645
#> 127     1.2  1   0   1    0    0 62.19008
#> 128     1.2  1   0   1    0    0 59.81656
#> 129     1.2  1   0   1    0    0 57.33634
#> 130     1.2  1   0   1    0    1 57.31518
#> 131     1.2  1   0   1    1    1 66.72873
#> 132     1.2  1   0   1    0    0 63.66860
#> 133     1.2  1   0   1    1    1 62.78902
#> 134     1.2  1   0   1    1    0 66.48573
#> 135     1.2  1   0   1    0    1 60.23096
#> 136     1.2  1   0   1    0    1 59.89129
#> 137     1.2  1   0   1    1    0 57.73982
#> 138     1.2  1   0   1    0    0 59.59679
#> 139     1.2  1   0   1    1    0 62.35840
#> 140     1.2  1   0   1    1    1 58.60858
#> 141     1.2  1   0   1    1    0 57.57686
#> 142     1.2  1   0   1    1    0 66.01448
#> 143     1.2  1   0   1    1    0 58.89885
#> 144     1.2  1   0   1    0    0 57.61033
#> 145     1.2  1   0   1    1    0 62.29411
#> 146     1.2  1   0   1    1    1 63.42396
#> 147     1.2  1   0   1    0    0 56.66542
#> 148     1.2  1   0   1    0    1 60.45282
#> 149     1.2  1   0   1    0    0 57.38601
#> 150     1.2  1   0   1    0    0 60.14934
#> 151     1.2  1   0   1    0    0 50.61919
#> 152     1.2  1   0   1    0    0 54.05715
#> 153     1.2  1   0   1    1    0 58.28573
#> 154     1.2  1   0   1    1    1 65.43118
#> 155     1.2  1   0   1    1    0 66.80248
#> 156     1.2  1   0   1    0    0 62.70651
#> 157     1.2  1   0   1    0    1 60.69861
#> 158     1.2  1   0   1    1    1 62.41576
#> 159     1.2  1   0   1    0    0 63.37200
#> 160     1.2  1   0   1    0    0 57.90473
#> 161     1.2  1   0   1    0    1 58.56495
#> 162     1.2  1   0   1    0    0 64.74234
#> 163     1.2  1   0   1    0    1 59.52070
#> 164     1.2  1   0   1    1    0 58.30230
#> 165     1.2  1   0   1    0    1 58.18130
#> 166     1.2  1   0   1    0    0 66.48294
#> 167     1.2  1   0   1    0    1 61.00348
#> 168     1.2  1   0   1    0    0 59.20162
#> 169     1.2  1   0   1    0    0 55.88127
#> 170     1.2  1   0   1    0    0 62.25396
#> 171     1.2  1   0   1    0    0 64.73106
#> 172     1.2  1   0   1    1    1 67.09590
#> 173     1.2  1   0   1    0    0 55.36210
#> 174     1.2  1   0   1    1    1 64.78899
#> 175     1.2  1   0   1    1    1 62.61615
#> 176     1.2  1   0   1    0    0 66.25710
#> 177     1.2  1   0   1    1    1 64.56335
#> 178     1.2  1   0   1    1    1 62.19977
#> 179     1.2  1   0   1    1    1 58.64674
#> 180     1.2  1   0   1    0    1 61.60334
#> 181     1.2  1   0   1    1    1 61.81503
#> 182     1.2  1   0   1    0    1 61.22384
#> 183     1.2  1   0   1    1    1 62.29603
#> 184     1.2  1   0   1    0    0 56.62326
#> 185     1.2  1   0   1    0    0 59.35337
#> 186     1.2  1   0   1    1    0 58.83088
#> 187     1.2  1   0   1    1    0 64.08503
#> 188     1.2  1   0   1    1    1 57.53102
#> 189     1.2  1   0   1    0    0 66.42923
#> 190     1.2  1   0   1    1    0 57.03570
#> 191     1.2  1   0   1    1    1 67.51084
#> 192     1.2  1   0   1    1    0 60.79524
#> 193     1.2  1   0   1    1    0 63.39336
#> 194     1.2  1   0   1    1    0 65.14440
#> 195     1.2  1   0   1    1    0 62.01025
#> 196     1.2  1   0   1    1    0 61.36937
#> 197     1.2  1   0   1    1    1 56.66569
#> 198     1.2  1   0   1    0    1 63.28562
#> 199     1.2  1   0   1    0    1 62.00139
#> 200     1.2  1   0   1    1    0 59.38497
#> 201     1.2  1   0   1    1    1 66.37075
#> 202     1.2  1   0   1    1    0 58.37051
#> 203     1.2  1   0   1    0    0 61.12248
#> 204     1.2  1   0   1    0    0 65.59927
#> 205     1.2  1   0   1    0    1 64.00555
#> 206     1.2  1   0   1    1    1 59.85466
#> 207     1.2  1   0   1    0    0 64.23378
#> 208     1.2  1   0   1    0    1 62.31825
#> 209     1.2  1   0   1    1    0 57.88235
#> 210     1.2  1   0   1    1    0 62.91640
#> 211     1.2  1   0   1    1    0 62.63909
#> 212     1.2  1   0   1    1    1 66.77506
#> 213     1.2  1   0   1    1    0 59.13644
#> 214     1.2  1   0   1    0    1 66.86650
#> 215     1.2  1   0   1    1    1 66.09347
#> 216     1.2  1   0   1    0    1 65.00430
#> 217     1.2  1   0   1    0    1 56.69498
#> 218     1.2  1   0   1    1    0 65.87983
#> 219     1.2  1   0   1    0    0 57.84926
#> 220     1.2  1   0   1    1    1 63.47413
#> 221     1.2  1   0   1    1    1 62.35227
#> 222     1.2  1   0   1    1    1 61.49259
#> 223     1.2  1   0   1    1    0 62.86366
#> 224     1.2  1   0   1    1    0 62.24323
#> 225     1.2  1   0   1    0    1 69.04936
#> 226     1.2  1   0   1    1    1 60.55964
#> 227     1.2  1   0   1    0    0 63.45664
#> 228     1.2  1   0   1    1    0 60.33418
#> 229     1.2  1   0   1    0    1 62.25815
#> 230     1.2  1   0   1    1    1 64.29475
#> 231     1.2  1   0   1    0    1 60.01272
#> 232     1.2  1   0   1    1    1 66.97199
#> 233     1.2  1   0   1    1    0 65.33485
#> 234     1.2  1   0   1    1    0 61.46120
#> 235     1.2  1   0   1    1    1 59.73021
#> 236     1.2  1   0   1    0    1 63.75129
#> 237     1.2  1   0   1    0    0 59.95701
#> 238     1.2  1   0   1    1    1 61.00355
#> 239     1.2  1   0   1    1    1 56.58128
#> 240     1.2  1   0   1    0    1 66.22132
#> 241     1.2  1   0   1    1    0 60.82376
#> 242     1.2  1   0   1    1    1 57.14293
#> 243     1.2  1   0   1    1    1 60.10214
#> 244     1.2  1   0   1    0    0 61.71419
#> 245     1.2  1   0   1    1    1 63.13384
#> 246     1.2  1   0   1    0    1 60.94344
#> 247     1.2  1   0   1    0    0 57.44164
#> 248     1.2  1   0   1    0    1 65.95458
#> 249     1.2  1   0   1    1    1 66.50315
#> 250     1.2  1   0   1    1    1 67.63570
#> 251     1.2  1   0   1    0    0 66.53286
#> 252     1.2  1   0   1    0    1 63.01376
#> 253     1.2  1   0   1    0    0 58.19827
#> 254     1.2  1   0   1    0    1 64.53942
#> 255     1.2  1   0   1    1    1 60.47943
#> 256     1.2  1   0   1    0    1 60.28332
#> 257     1.2  1   0   1    1    1 55.90185
#> 258     1.2  1   0   1    0    0 62.77361
#> 259     1.2  1   0   1    0    0 62.29271
#> 260     1.2  1   0   1    1    0 60.25071
#> 261     1.2  1   0   1    0    0 63.90085
#> 262     1.2  1   0   1    1    1 59.17680
#> 263     1.2  1   0   1    0    0 60.92930
#> 264     1.2  1   0   1    0    0 64.32390
#> 265     1.2  1   0   1    0    1 60.78517
#> 266     1.2  1   0   1    1    0 63.86776
#> 267     1.2  1   0   1    0    1 61.93290
#> 268     1.2  1   0   1    0    0 66.04436
#> 269     1.2  1   0   1    0    0 61.82358
#> 270     1.2  1   0   1    0    0 59.24512
#> 271     1.2  1   0   1    0    0 55.27543
#> 272     1.2  1   0   1    0    0 62.32224
#> 273     1.2  1   0   1    0    1 56.22740
#> 274     1.2  1   0   1    0    0 62.67623
#> 275     1.2  1   0   1    0    1 62.97769
#> 276     1.2  1   0   1    1    1 62.67952
#> 277     1.2  1   0   1    0    1 60.78739
#> 278     1.2  1   0   1    0    0 62.50669
#> 279     1.2  1   0   1    1    1 64.16554
#> 280     1.2  1   0   1    0    1 62.11405
#> 281     1.2  1   0   1    1    0 53.94336
#> 282     1.2  1   0   1    1    1 63.68083
#> 283     1.2  1   0   1    1    0 69.69616
#> 284     1.2  1   0   1    1    0 56.31205
#> 285     1.2  1   0   1    1    0 65.00678
#> 286     1.2  1   0   1    1    0 65.89245
#> 287     1.2  1   0   1    0    0 64.98738
#> 288     1.2  1   0   1    1    1 59.71000
#> 289     1.2  1   0   1    1    0 62.22217
#> 290     1.2  1   0   1    0    1 64.58839
#> 291     1.2  1   0   1    0    0 58.06127
#> 292     1.2  1   0   1    1    1 64.30524
#> 293     1.2  1   0   1    1    1 59.08045
#> 294     1.2  1   0   1    1    0 63.23774
#> 295     1.2  1   0   1    1    1 60.14979
#> 296     1.2  1   0   1    0    1 61.40175
#> 297     1.2  1   0   1    1    0 65.12115
#> 298     1.2  1   0   1    1    0 62.32933
#> 299     1.2  1   0   1    0    1 59.37776
#> 300     1.2  1   0   1    1    1 61.32906
#> 301     1.2  1   0   1    0    1 60.66529
#> 302     1.2  1   0   1    1    1 66.98612
#> 303     1.2  1   0   1    0    1 64.76144
#> 304     1.2  1   0   1    1    0 56.01169
#> 305     1.2  1   0   1    1    1 57.46235
#> 306     1.2  1   0   1    1    0 63.55270
#> 307     1.2  1   0   1    0    1 54.67934
#> 308     1.2  1   0   1    1    0 66.20978
#> 309     1.2  1   0   1    0    0 72.03684
#> 310     1.2  1   0   1    1    1 59.88838
#> 311     1.2  1   0   1    0    1 61.91052
#> 312     1.2  1   0   1    1    0 68.08691
#> 313     1.2  1   0   1    0    0 65.39396
#> 314     1.2  1   0   1    1    0 63.31927
#> 315     1.2  1   0   1    1    0 70.38099
#> 316     1.2  1   0   1    0    1 58.67291
#> 317     1.2  1   0   1    0    0 63.81292
#> 318     1.2  1   0   1    0    0 64.33782
#> 319     1.2  1   0   1    1    0 64.67960
#> 320     1.2  1   0   1    1    1 65.60187
#> 321     1.2  1   0   1    1    0 58.36308
#> 322     1.2  1   0   1    1    1 59.57831
#> 323     1.2  1   0   1    0    0 58.47066
#> 324     1.2  1   0   1    0    0 63.03608
#> 325     1.2  1   0   1    1    1 60.04598
#> 326     1.2  1   0   1    1    1 64.13336
#> 327     1.2  1   0   1    1    0 62.40684
#> 328     1.2  1   0   1    0    1 61.83483
#> 329     1.2  1   0   1    1    0 64.72309
#> 330     1.2  1   0   1    1    1 60.54058
#> 331     1.2  1   0   1    1    0 63.89802
#> 332     1.2  1   0   1    0    1 63.66076
#> 333     1.2  1   0   1    1    1 64.54721
#> 334     1.2  1   0   1    1    0 67.26245
#> 335     1.2  1   0   1    0    0 63.48491
#> 336     1.2  1   0   1    1    0 62.61012
#> 337     1.2  1   0   1    0    0 63.68995
#> 338     1.2  1   0   1    1    1 58.79135
#> 339     1.2  1   0   1    1    0 66.44566
#> 340     1.2  1   0   1    0    0 59.43738
#> 341     1.2  1   0   1    1    0 64.86003
#> 342     1.2  1   0   1    1    0 63.18492
#> 343     1.2  1   0   1    0    0 59.65464
#> 344     1.2  1   0   1    1    1 58.97007
#> 345     1.2  1   0   1    1    0 55.35040
#> 346     1.2  1   0   1    0    0 64.03264
#> 347     1.2  1   0   1    1    0 58.70127
#> 348     1.2  1   0   1    0    0 61.78852
#> 349     1.2  1   0   1    0    1 62.35929
#> 350     1.2  1   0   1    1    0 59.80708
#> 351     1.2  1   0   1    0    0 64.45996
#> 352     1.2  1   0   1    0    1 59.68028
#> 353     1.2  1   0   1    1    0 60.51246
#> 354     1.2  1   0   1    1    0 68.91943
#> 355     1.2  1   0   1    0    0 63.12639
#> 356     1.2  1   0   1    1    1 64.40536
#> 357     1.2  1   0   1    1    0 59.64495
#> 358     1.2  1   0   1    0    0 65.00137
#> 359     1.2  1   0   1    0    1 61.28552
#> 360     1.2  1   0   1    1    0 61.97592
#> 361     1.2  1   0   1    0    1 60.26598
#> 362     1.2  1   0   1    1    0 61.11664
#> 363     1.2  1   0   1    0    1 59.20749
#> 364     1.2  1   0   1    0    1 62.09256
#> 365     1.2  1   0   1    0    1 59.04505
#> 366     1.2  1   0   1    1    1 60.06125
#> 367     1.2  1   0   1    1    1 63.32024
#> 368     1.2  1   0   1    1    0 58.72799
#> 369     1.2  1   0   1    0    0 61.88710
#> 370     1.2  1   0   1    0    0 66.85671
#> 371     1.2  1   0   1    0    0 63.40828
#> 372     1.2  1   0   1    0    0 60.33557
#> 373     1.2  1   0   1    0    1 65.83340
#> 374     1.2  1   0   1    1    1 59.13035
#> 375     1.2  1   0   1    0    1 60.69370
#> 376     1.2  1   0   0    0    1 64.63128
#> 377     1.2  1   0   0    1    1 59.63444
#> 378     1.2  1   0   0    1    0 56.18309
#> 379     1.2  1   0   0    0    1 60.45827
#> 380     1.2  1   0   0    0    0 59.07964
#> 381     1.2  1   0   0    0    0 62.59524
#> 382     1.2  1   0   0    0    1 60.11599
#> 383     1.2  1   0   0    1    0 62.34285
#> 384     1.2  1   0   0    0    0 56.89852
#> 385     1.2  1   0   0    1    1 57.24535
#> 386     1.2  1   0   0    0    0 56.25234
#> 387     1.2  1   0   0    0    0 62.33619
#> 388     1.2  1   0   0    1    0 65.52006
#> 389     1.2  1   0   0    1    1 60.07144
#> 390     1.2  1   0   0    0    1 66.94062
#> 391     1.2  1   0   0    0    1 62.20235
#> 392     1.2  1   0   0    1    1 58.93698
#> 393     1.2  1   0   0    1    0 61.58612
#> 394     1.2  1   0   0    0    1 62.15253
#> 395     1.2  1   0   0    0    0 68.76854
#> 396     1.2  1   0   0    1    0 60.32948
#> 397     1.2  1   0   0    0    1 65.15738
#> 398     1.2  1   0   0    1    0 67.72263
#> 399     1.2  1   0   0    1    0 60.09190
#> 400     1.2  1   0   0    0    1 62.18448
#> 401     1.2  1   0   0    0    1 56.44941
#> 402     1.2  1   0   0    1    1 60.91950
#> 403     1.2  1   0   0    0    1 59.76483
#> 404     1.2  1   0   0    0    0 63.38557
#> 405     1.2  1   0   0    1    1 61.23506
#> 406     1.2  1   0   0    1    0 55.72539
#> 407     1.2  1   0   0    0    1 63.99513
#> 408     1.2  1   0   0    0    0 59.00029
#> 409     1.2  1   0   0    1    1 65.03679
#> 410     1.2  1   0   0    0    1 61.39371
#> 411     1.2  1   0   0    0    1 62.15711
#> 412     1.2  1   0   0    0    0 66.31384
#> 413     1.2  1   0   0    1    1 65.92581
#> 414     1.2  1   0   0    0    0 64.21546
#> 415     1.2  1   0   0    1    0 65.14403
#> 416     1.2  1   0   0    0    0 66.40423
#> 417     1.2  1   0   0    1    0 62.69975
#> 418     1.2  1   0   0    1    1 57.31978
#> 419     1.2  1   0   0    1    1 68.06962
#> 420     1.2  1   0   0    1    0 61.84082
#> 421     1.2  1   0   0    0    0 64.18088
#> 422     1.2  1   0   0    1    0 64.20761
#> 423     1.2  1   0   0    0    0 57.99744
#> 424     1.2  1   0   0    0    1 63.85165
#> 425     1.2  1   0   0    0    0 65.92344
#> 426     1.2  1   0   0    0    1 64.85488
#> 427     1.2  1   0   0    0    1 55.68389
#> 428     1.2  1   0   0    0    0 65.18837
#> 429     1.2  1   0   0    1    1 60.26090
#> 430     1.2  1   0   0    1    1 63.66375
#> 431     1.2  1   0   0    0    0 59.25317
#> 432     1.2  1   0   0    1    0 61.45063
#> 433     1.2  1   0   0    1    1 66.49606
#> 434     1.2  1   0   0    1    1 67.36903
#> 435     1.2  1   0   0    0    1 67.48005
#> 436     1.2  1   0   0    0    1 58.33021
#> 437     1.2  1   0   0    1    1 67.20565
#> 438     1.2  1   0   0    1    0 60.20639
#> 439     1.2  1   0   0    1    1 68.72958
#> 440     1.2  1   0   0    1    1 58.95582
#> 441     1.2  1   0   0    0    0 61.36802
#> 442     1.2  1   0   0    0    1 60.76197
#> 443     1.2  1   0   0    0    0 60.66198
#> 444     1.2  1   0   0    0    0 64.39645
#> 445     1.2  1   0   0    1    0 61.89799
#> 446     1.2  1   0   0    0    0 64.66182
#> 447     1.2  1   0   0    1    0 63.84156
#> 448     1.2  1   0   0    1    1 67.24735
#> 449     1.2  1   0   0    1    1 61.70606
#> 450     1.2  1   0   0    0    0 59.47210
#> 451     1.2  1   0   0    1    0 68.29876
#> 452     1.2  1   0   0    1    0 63.55236
#> 453     1.2  1   0   0    1    1 61.12658
#> 454     1.2  1   0   0    0    0 56.31216
#> 455     1.2  1   0   0    1    1 67.22494
#> 456     1.2  1   0   0    0    1 58.92913
#> 457     1.2  1   0   0    1    0 58.97874
#> 458     1.2  1   0   0    0    0 70.20153
#> 459     1.2  1   0   0    0    0 65.04227
#> 460     1.2  1   0   0    0    1 62.37209
#> 461     1.2  1   0   0    1    0 60.98521
#> 462     1.2  1   0   0    1    0 62.40932
#> 463     1.2  1   0   0    0    1 62.79794
#> 464     1.2  1   0   0    0    1 59.80445
#> 465     1.2  1   0   0    0    1 59.62436
#> 466     1.2  1   0   0    0    0 58.99809
#> 467     1.2  1   0   0    0    0 61.44572
#> 468     1.2  1   0   0    1    0 60.86573
#> 469     1.2  1   0   0    0    1 59.25918
#> 470     1.2  1   0   0    0    1 63.93198
#> 471     1.2  1   0   0    0    1 63.46853
#> 472     1.2  1   0   0    0    1 55.13599
#> 473     1.2  1   0   0    1    0 56.34204
#> 474     1.2  1   0   0    0    0 63.95867
#> 475     1.2  1   0   0    0    1 60.91754
#> 476     1.2  1   0   0    0    0 59.42642
#> 477     1.2  1   0   0    0    0 61.88742
#> 478     1.2  1   0   0    1    1 58.71491
#> 479     1.2  1   0   0    1    1 53.85035
#> 480     1.2  1   0   0    0    0 60.58228
#> 481     1.2  1   0   0    1    1 59.38678
#> 482     1.2  1   0   0    1    1 64.72750
#> 483     1.2  1   0   0    1    0 63.69854
#> 484     1.2  1   0   0    0    0 60.46286
#> 485     1.2  1   0   0    0    0 67.83938
#> 486     1.2  1   0   0    1    1 63.63523
#> 487     1.2  1   0   0    1    1 62.86749
#> 488     1.2  1   0   0    0    1 63.59125
#> 489     1.2  1   0   0    1    0 63.07829
#> 490     1.2  1   0   0    0    0 66.40373
#> 491     1.2  1   0   0    0    0 68.16359
#> 492     1.2  1   0   0    1    1 63.41878
#> 493     1.2  1   0   0    0    1 68.12545
#> 494     1.2  1   0   0    0    0 62.46560
#> 495     1.2  1   0   0    1    1 63.18454
#> 496     1.2  1   0   0    0    1 62.52669
#> 497     1.2  1   0   0    1    1 62.47911
#> 498     1.2  1   0   0    1    0 58.96799
#> 499     1.2  1   0   0    1    1 65.76619
#> 500     1.2  1   0   0    0    0 67.94687
#> 501     1.2  1   0   0    0    0 60.58984
#> 502     1.2  1   0   0    1    0 57.35988
#> 503     1.2  1   0   0    1    1 59.11981
#> 504     1.2  1   0   0    1    0 59.36841
#> 505     1.2  1   0   0    1    1 65.96556
#> 506     1.2  1   0   0    1    1 66.62551
#> 507     1.2  1   0   0    1    1 66.59931
#> 508     1.2  1   0   0    0    0 69.23478
#> 509     1.2  1   0   0    1    1 62.31906
#> 510     1.2  1   0   0    0    0 60.19488
#> 511     1.2  1   0   0    1    1 62.49057
#> 512     1.2  1   0   0    1    1 61.10206
#> 513     1.2  1   0   0    0    0 71.05130
#> 514     1.2  1   0   0    0    0 63.40417
#> 515     1.2  1   0   0    0    0 69.74231
#> 
#> [[2]]
#>     driftHR HR ext trt cov1 cov2     cov3
#> 1       1.2  1   1   0    0    1 63.30024
#> 2       1.2  1   1   0    0    1 65.16345
#> 3       1.2  1   1   0    0    0 59.81952
#> 4       1.2  1   1   0    1    1 63.90485
#> 5       1.2  1   1   0    1    0 65.27898
#> 6       1.2  1   1   0    0    0 71.75753
#> 7       1.2  1   1   0    0    0 66.25983
#> 8       1.2  1   1   0    1    0 58.83274
#> 9       1.2  1   1   0    0    0 63.78814
#> 10      1.2  1   1   0    1    1 63.40689
#> 11      1.2  1   1   0    0    1 69.71945
#> 12      1.2  1   1   0    1    1 66.07034
#> 13      1.2  1   1   0    1    0 67.56031
#> 14      1.2  1   1   0    0    0 68.06673
#> 15      1.2  1   1   0    0    0 60.23053
#> 16      1.2  1   1   0    1    1 65.99139
#> 17      1.2  1   1   0    1    1 61.85349
#> 18      1.2  1   1   0    1    1 64.47702
#> 19      1.2  1   1   0    0    0 64.35603
#> 20      1.2  1   1   0    0    1 62.14767
#> 21      1.2  1   1   0    0    0 59.59095
#> 22      1.2  1   1   0    1    1 64.33508
#> 23      1.2  1   1   0    0    1 62.57259
#> 24      1.2  1   1   0    0    0 67.60862
#> 25      1.2  1   1   0    1    1 67.56916
#> 26      1.2  1   1   0    0    0 64.62353
#> 27      1.2  1   1   0    1    0 63.17569
#> 28      1.2  1   1   0    1    1 61.74284
#> 29      1.2  1   1   0    1    0 62.04428
#> 30      1.2  1   1   0    1    1 69.42124
#> 31      1.2  1   1   0    0    1 66.64944
#> 32      1.2  1   1   0    1    1 67.70221
#> 33      1.2  1   1   0    0    0 66.02131
#> 34      1.2  1   1   0    1    0 64.31128
#> 35      1.2  1   1   0    0    1 65.50927
#> 36      1.2  1   1   0    1    1 63.76423
#> 37      1.2  1   1   0    0    0 67.96908
#> 38      1.2  1   1   0    0    1 64.22620
#> 39      1.2  1   1   0    1    0 58.92763
#> 40      1.2  1   1   0    1    0 61.25999
#> 41      1.2  1   1   0    1    0 63.37369
#> 42      1.2  1   1   0    0    0 67.24448
#> 43      1.2  1   1   0    1    1 62.51849
#> 44      1.2  1   1   0    0    0 63.23142
#> 45      1.2  1   1   0    1    0 65.08632
#> 46      1.2  1   1   0    0    0 65.25414
#> 47      1.2  1   1   0    1    0 65.87336
#> 48      1.2  1   1   0    1    0 69.66932
#> 49      1.2  1   1   0    1    0 63.67489
#> 50      1.2  1   1   0    1    0 62.84341
#> 51      1.2  1   1   0    0    1 63.82853
#> 52      1.2  1   1   0    1    0 67.10414
#> 53      1.2  1   1   0    1    1 67.42509
#> 54      1.2  1   1   0    0    1 73.41831
#> 55      1.2  1   1   0    1    0 59.73142
#> 56      1.2  1   1   0    1    1 62.80806
#> 57      1.2  1   1   0    1    0 65.03435
#> 58      1.2  1   1   0    1    1 68.76799
#> 59      1.2  1   1   0    1    1 67.23240
#> 60      1.2  1   1   0    1    1 64.53821
#> 61      1.2  1   1   0    1    1 66.87487
#> 62      1.2  1   1   0    1    0 61.54257
#> 63      1.2  1   1   0    1    1 61.15482
#> 64      1.2  1   1   0    1    0 62.04797
#> 65      1.2  1   1   0    0    0 63.93664
#> 66      1.2  1   1   0    1    1 65.21230
#> 67      1.2  1   1   0    1    1 63.22203
#> 68      1.2  1   1   0    1    0 66.29501
#> 69      1.2  1   1   0    0    1 63.90405
#> 70      1.2  1   1   0    0    0 62.84643
#> 71      1.2  1   1   0    1    1 62.45440
#> 72      1.2  1   1   0    0    1 67.34269
#> 73      1.2  1   1   0    0    0 59.91745
#> 74      1.2  1   1   0    0    1 68.31729
#> 75      1.2  1   1   0    1    0 62.63611
#> 76      1.2  1   1   0    0    0 59.82033
#> 77      1.2  1   1   0    1    1 63.61378
#> 78      1.2  1   1   0    1    0 63.46912
#> 79      1.2  1   1   0    1    1 55.96777
#> 80      1.2  1   1   0    1    1 67.53984
#> 81      1.2  1   1   0    0    1 73.62824
#> 82      1.2  1   1   0    1    1 64.07350
#> 83      1.2  1   1   0    1    1 68.08071
#> 84      1.2  1   1   0    1    1 64.41149
#> 85      1.2  1   1   0    0    1 67.62313
#> 86      1.2  1   1   0    0    1 62.71061
#> 87      1.2  1   1   0    1    0 68.15212
#> 88      1.2  1   1   0    0    1 68.09098
#> 89      1.2  1   1   0    1    0 60.07604
#> 90      1.2  1   1   0    0    1 65.44347
#> 91      1.2  1   1   0    1    0 75.31591
#> 92      1.2  1   1   0    1    0 61.83829
#> 93      1.2  1   1   0    0    0 61.55702
#> 94      1.2  1   1   0    0    0 64.15580
#> 95      1.2  1   1   0    0    1 65.52859
#> 96      1.2  1   1   0    1    0 66.30247
#> 97      1.2  1   1   0    0    0 66.06435
#> 98      1.2  1   1   0    0    0 70.23033
#> 99      1.2  1   1   0    1    1 65.65925
#> 100     1.2  1   1   0    1    0 61.49427
#> 101     1.2  1   0   1    1    1 63.93879
#> 102     1.2  1   0   1    0    1 67.06820
#> 103     1.2  1   0   1    1    0 63.23774
#> 104     1.2  1   0   1    0    1 61.39049
#> 105     1.2  1   0   1    0    0 54.39490
#> 106     1.2  1   0   1    1    1 59.47632
#> 107     1.2  1   0   1    0    1 62.90532
#> 108     1.2  1   0   1    1    1 59.83627
#> 109     1.2  1   0   1    0    0 64.55159
#> 110     1.2  1   0   1    1    1 64.63517
#> 111     1.2  1   0   1    0    0 56.17857
#> 112     1.2  1   0   1    1    0 62.59189
#> 113     1.2  1   0   1    0    0 63.44694
#> 114     1.2  1   0   1    0    0 61.27851
#> 115     1.2  1   0   1    0    0 61.03061
#> 116     1.2  1   0   1    1    1 63.02169
#> 117     1.2  1   0   1    0    0 62.52292
#> 118     1.2  1   0   1    1    0 58.38107
#> 119     1.2  1   0   1    0    0 63.21604
#> 120     1.2  1   0   1    1    0 64.04699
#> 121     1.2  1   0   1    1    0 65.48850
#> 122     1.2  1   0   1    1    0 65.47457
#> 123     1.2  1   0   1    1    1 63.79403
#> 124     1.2  1   0   1    0    1 58.30757
#> 125     1.2  1   0   1    1    0 60.28654
#> 126     1.2  1   0   1    0    1 59.27880
#> 127     1.2  1   0   1    1    1 54.60314
#> 128     1.2  1   0   1    1    0 63.20000
#> 129     1.2  1   0   1    0    1 62.84851
#> 130     1.2  1   0   1    0    0 65.66926
#> 131     1.2  1   0   1    0    1 59.18939
#> 132     1.2  1   0   1    1    1 58.58833
#> 133     1.2  1   0   1    0    1 65.59850
#> 134     1.2  1   0   1    0    0 60.70287
#> 135     1.2  1   0   1    1    0 60.38163
#> 136     1.2  1   0   1    0    0 57.30037
#> 137     1.2  1   0   1    1    1 64.18595
#> 138     1.2  1   0   1    1    1 58.55596
#> 139     1.2  1   0   1    0    0 58.22152
#> 140     1.2  1   0   1    0    0 63.90992
#> 141     1.2  1   0   1    0    1 57.67832
#> 142     1.2  1   0   1    1    1 65.03739
#> 143     1.2  1   0   1    0    1 64.01508
#> 144     1.2  1   0   1    1    1 62.37782
#> 145     1.2  1   0   1    1    1 57.33957
#> 146     1.2  1   0   1    0    0 62.88618
#> 147     1.2  1   0   1    1    0 61.78294
#> 148     1.2  1   0   1    0    1 65.60133
#> 149     1.2  1   0   1    0    0 65.30278
#> 150     1.2  1   0   1    1    1 57.66614
#> 151     1.2  1   0   1    0    0 67.44157
#> 152     1.2  1   0   1    1    1 53.90957
#> 153     1.2  1   0   1    0    1 57.86231
#> 154     1.2  1   0   1    1    1 58.07797
#> 155     1.2  1   0   1    1    0 63.68265
#> 156     1.2  1   0   1    0    0 60.64039
#> 157     1.2  1   0   1    1    1 60.36756
#> 158     1.2  1   0   1    1    1 62.41811
#> 159     1.2  1   0   1    1    1 64.52674
#> 160     1.2  1   0   1    1    1 57.41365
#> 161     1.2  1   0   1    1    1 65.22638
#> 162     1.2  1   0   1    0    1 62.56018
#> 163     1.2  1   0   1    1    0 61.97459
#> 164     1.2  1   0   1    0    0 58.95934
#> 165     1.2  1   0   1    0    1 59.49594
#> 166     1.2  1   0   1    0    1 60.62962
#> 167     1.2  1   0   1    1    0 57.60610
#> 168     1.2  1   0   1    1    0 61.35681
#> 169     1.2  1   0   1    0    1 57.64346
#> 170     1.2  1   0   1    0    1 61.04815
#> 171     1.2  1   0   1    1    1 63.91136
#> 172     1.2  1   0   1    0    1 60.13437
#> 173     1.2  1   0   1    1    1 62.37094
#> 174     1.2  1   0   1    1    1 58.73259
#> 175     1.2  1   0   1    1    0 56.58823
#> 176     1.2  1   0   1    0    1 62.49396
#> 177     1.2  1   0   1    0    1 64.28392
#> 178     1.2  1   0   1    0    1 64.62104
#> 179     1.2  1   0   1    1    0 57.00155
#> 180     1.2  1   0   1    1    0 60.66457
#> 181     1.2  1   0   1    0    1 62.55981
#> 182     1.2  1   0   1    1    1 66.50936
#> 183     1.2  1   0   1    0    1 67.24989
#> 184     1.2  1   0   1    1    1 60.26260
#> 185     1.2  1   0   1    1    0 57.97531
#> 186     1.2  1   0   1    1    0 67.33167
#> 187     1.2  1   0   1    0    1 63.19685
#> 188     1.2  1   0   1    0    0 57.94097
#> 189     1.2  1   0   1    0    1 62.61794
#> 190     1.2  1   0   1    0    1 60.47118
#> 191     1.2  1   0   1    1    0 61.58611
#> 192     1.2  1   0   1    1    0 61.23185
#> 193     1.2  1   0   1    1    0 65.82988
#> 194     1.2  1   0   1    0    0 66.36762
#> 195     1.2  1   0   1    0    1 63.98677
#> 196     1.2  1   0   1    0    1 61.87198
#> 197     1.2  1   0   1    0    0 57.04893
#> 198     1.2  1   0   1    0    0 63.39092
#> 199     1.2  1   0   1    0    0 61.93491
#> 200     1.2  1   0   1    0    0 56.83467
#> 201     1.2  1   0   1    0    0 61.82400
#> 202     1.2  1   0   1    1    1 67.72104
#> 203     1.2  1   0   1    0    1 63.86806
#> 204     1.2  1   0   1    1    1 62.15808
#> 205     1.2  1   0   1    1    0 62.78940
#> 206     1.2  1   0   1    0    0 66.38289
#> 207     1.2  1   0   1    1    1 58.91761
#> 208     1.2  1   0   1    1    0 62.27186
#> 209     1.2  1   0   1    1    1 59.91496
#> 210     1.2  1   0   1    0    0 60.16182
#> 211     1.2  1   0   1    0    0 69.18812
#> 212     1.2  1   0   1    0    0 60.88381
#> 213     1.2  1   0   1    0    1 60.91795
#> 214     1.2  1   0   1    1    0 63.51977
#> 215     1.2  1   0   1    1    0 62.09325
#> 216     1.2  1   0   1    1    0 67.18765
#> 217     1.2  1   0   1    1    0 63.21269
#> 218     1.2  1   0   1    0    0 58.29701
#> 219     1.2  1   0   1    1    0 64.41238
#> 220     1.2  1   0   1    1    0 61.80369
#> 221     1.2  1   0   1    0    0 57.71900
#> 222     1.2  1   0   1    1    0 63.50389
#> 223     1.2  1   0   1    1    1 59.91306
#> 224     1.2  1   0   1    0    1 66.15529
#> 225     1.2  1   0   1    0    0 55.67520
#> 226     1.2  1   0   1    0    0 65.81658
#> 227     1.2  1   0   1    1    0 65.02372
#> 228     1.2  1   0   1    1    0 62.49584
#> 229     1.2  1   0   1    1    0 62.24168
#> 230     1.2  1   0   1    1    0 63.50253
#> 231     1.2  1   0   1    0    1 62.18001
#> 232     1.2  1   0   1    0    0 64.88414
#> 233     1.2  1   0   1    0    1 66.24438
#> 234     1.2  1   0   1    0    1 68.73387
#> 235     1.2  1   0   1    0    0 65.88713
#> 236     1.2  1   0   1    1    0 56.57787
#> 237     1.2  1   0   1    1    1 68.12732
#> 238     1.2  1   0   1    1    1 56.82289
#> 239     1.2  1   0   1    0    1 60.17812
#> 240     1.2  1   0   1    0    0 63.81482
#> 241     1.2  1   0   1    0    1 65.47784
#> 242     1.2  1   0   1    1    0 65.85319
#> 243     1.2  1   0   1    0    1 62.42482
#> 244     1.2  1   0   1    0    1 66.68467
#> 245     1.2  1   0   1    0    0 60.21614
#> 246     1.2  1   0   1    0    0 59.63637
#> 247     1.2  1   0   1    0    0 62.34614
#> 248     1.2  1   0   1    0    1 57.78971
#> 249     1.2  1   0   1    0    0 59.30131
#> 250     1.2  1   0   1    1    0 65.37401
#> 251     1.2  1   0   1    1    0 64.52153
#> 252     1.2  1   0   1    0    0 69.82192
#> 253     1.2  1   0   1    0    0 59.89729
#> 254     1.2  1   0   1    1    1 58.34239
#> 255     1.2  1   0   1    0    1 60.70798
#> 256     1.2  1   0   1    0    0 64.42788
#> 257     1.2  1   0   1    1    1 64.59271
#> 258     1.2  1   0   1    1    0 63.54540
#> 259     1.2  1   0   1    1    1 59.03276
#> 260     1.2  1   0   1    1    0 58.45648
#> 261     1.2  1   0   1    0    1 60.68629
#> 262     1.2  1   0   1    1    1 58.26758
#> 263     1.2  1   0   1    1    0 59.06996
#> 264     1.2  1   0   1    1    0 66.44871
#> 265     1.2  1   0   1    0    0 69.62248
#> 266     1.2  1   0   1    0    1 62.01496
#> 267     1.2  1   0   1    0    0 66.75008
#> 268     1.2  1   0   1    0    1 66.02942
#> 269     1.2  1   0   1    1    1 65.76572
#> 270     1.2  1   0   1    0    1 63.46866
#> 271     1.2  1   0   1    0    1 66.25307
#> 272     1.2  1   0   1    0    1 56.00170
#> 273     1.2  1   0   1    0    1 60.87243
#> 274     1.2  1   0   1    1    0 64.84182
#> 275     1.2  1   0   1    1    0 59.85826
#> 276     1.2  1   0   1    0    0 60.65593
#> 277     1.2  1   0   1    0    1 59.88744
#> 278     1.2  1   0   1    0    0 60.05902
#> 279     1.2  1   0   1    1    1 59.06948
#> 280     1.2  1   0   1    0    0 64.39431
#> 281     1.2  1   0   1    1    0 61.47711
#> 282     1.2  1   0   1    0    1 63.58712
#> 283     1.2  1   0   1    1    1 65.02878
#> 284     1.2  1   0   1    1    1 60.35935
#> 285     1.2  1   0   1    0    0 63.40007
#> 286     1.2  1   0   1    0    1 62.15498
#> 287     1.2  1   0   1    1    0 64.44795
#> 288     1.2  1   0   1    1    0 67.75717
#> 289     1.2  1   0   1    1    0 66.16609
#> 290     1.2  1   0   1    1    0 64.09209
#> 291     1.2  1   0   1    1    1 59.34419
#> 292     1.2  1   0   1    0    0 64.47579
#> 293     1.2  1   0   1    0    0 61.75530
#> 294     1.2  1   0   1    0    1 70.64398
#> 295     1.2  1   0   1    0    1 61.93950
#> 296     1.2  1   0   1    1    1 64.22776
#> 297     1.2  1   0   1    1    1 62.38527
#> 298     1.2  1   0   1    1    0 60.90424
#> 299     1.2  1   0   1    0    0 61.44116
#> 300     1.2  1   0   1    1    1 64.44303
#> 301     1.2  1   0   1    1    1 66.53410
#> 302     1.2  1   0   1    1    1 64.52465
#> 303     1.2  1   0   1    1    0 67.55648
#> 304     1.2  1   0   1    0    0 61.63837
#> 305     1.2  1   0   1    0    1 60.22921
#> 306     1.2  1   0   1    0    0 66.37338
#> 307     1.2  1   0   1    0    0 63.02747
#> 308     1.2  1   0   1    0    0 65.18565
#> 309     1.2  1   0   1    1    1 60.01214
#> 310     1.2  1   0   1    1    0 62.86826
#> 311     1.2  1   0   1    1    0 61.39957
#> 312     1.2  1   0   1    0    0 58.34760
#> 313     1.2  1   0   1    1    1 61.36230
#> 314     1.2  1   0   1    0    1 64.88935
#> 315     1.2  1   0   1    0    0 63.15736
#> 316     1.2  1   0   1    0    0 61.15635
#> 317     1.2  1   0   1    1    1 63.07811
#> 318     1.2  1   0   1    0    0 64.65536
#> 319     1.2  1   0   1    1    1 66.30436
#> 320     1.2  1   0   1    0    1 62.90171
#> 321     1.2  1   0   1    1    0 63.71496
#> 322     1.2  1   0   1    0    0 59.15069
#> 323     1.2  1   0   1    1    0 72.24774
#> 324     1.2  1   0   1    0    0 58.19774
#> 325     1.2  1   0   1    1    0 65.03746
#> 326     1.2  1   0   1    0    1 56.97938
#> 327     1.2  1   0   1    1    0 60.55115
#> 328     1.2  1   0   1    0    1 67.91750
#> 329     1.2  1   0   1    1    1 65.68456
#> 330     1.2  1   0   1    0    0 63.86884
#> 331     1.2  1   0   1    0    0 62.35161
#> 332     1.2  1   0   1    1    0 66.27795
#> 333     1.2  1   0   1    0    1 58.83411
#> 334     1.2  1   0   1    1    0 59.39965
#> 335     1.2  1   0   1    1    1 67.30032
#> 336     1.2  1   0   1    1    1 72.58427
#> 337     1.2  1   0   1    1    0 67.32184
#> 338     1.2  1   0   1    1    0 61.53959
#> 339     1.2  1   0   1    1    0 70.41705
#> 340     1.2  1   0   1    0    0 59.06773
#> 341     1.2  1   0   1    1    1 61.94551
#> 342     1.2  1   0   1    1    1 62.88191
#> 343     1.2  1   0   1    1    1 58.18186
#> 344     1.2  1   0   1    0    0 62.92338
#> 345     1.2  1   0   1    0    1 67.10611
#> 346     1.2  1   0   1    1    1 60.90526
#> 347     1.2  1   0   1    0    0 62.78460
#> 348     1.2  1   0   1    0    1 66.66266
#> 349     1.2  1   0   1    0    1 61.70938
#> 350     1.2  1   0   1    0    0 61.29048
#> 351     1.2  1   0   1    1    0 60.85660
#> 352     1.2  1   0   1    1    1 62.33291
#> 353     1.2  1   0   1    1    1 61.51165
#> 354     1.2  1   0   1    1    0 63.74286
#> 355     1.2  1   0   1    0    0 55.91672
#> 356     1.2  1   0   1    1    1 63.44515
#> 357     1.2  1   0   1    0    0 67.13457
#> 358     1.2  1   0   1    0    1 57.26618
#> 359     1.2  1   0   1    0    1 63.36414
#> 360     1.2  1   0   1    1    1 57.62937
#> 361     1.2  1   0   1    1    0 57.44106
#> 362     1.2  1   0   1    1    0 64.37840
#> 363     1.2  1   0   1    1    1 62.79933
#> 364     1.2  1   0   1    1    1 65.37543
#> 365     1.2  1   0   1    1    0 63.41998
#> 366     1.2  1   0   1    0    0 64.07525
#> 367     1.2  1   0   1    1    0 64.17602
#> 368     1.2  1   0   1    1    1 59.57272
#> 369     1.2  1   0   1    0    1 65.82125
#> 370     1.2  1   0   1    1    1 65.54416
#> 371     1.2  1   0   1    1    1 63.84440
#> 372     1.2  1   0   1    1    0 63.69694
#> 373     1.2  1   0   1    1    0 65.26635
#> 374     1.2  1   0   1    1    0 61.03149
#> 375     1.2  1   0   1    1    0 67.12140
#> 376     1.2  1   0   0    1    1 68.90612
#> 377     1.2  1   0   0    1    1 54.33345
#> 378     1.2  1   0   0    1    0 60.61279
#> 379     1.2  1   0   0    0    0 62.80556
#> 380     1.2  1   0   0    1    0 71.85607
#> 381     1.2  1   0   0    0    1 62.38109
#> 382     1.2  1   0   0    0    1 58.28900
#> 383     1.2  1   0   0    1    0 61.27265
#> 384     1.2  1   0   0    0    0 61.44724
#> 385     1.2  1   0   0    0    0 60.77479
#> 386     1.2  1   0   0    1    1 64.28652
#> 387     1.2  1   0   0    0    1 63.12478
#> 388     1.2  1   0   0    1    0 63.46987
#> 389     1.2  1   0   0    1    0 62.01705
#> 390     1.2  1   0   0    0    1 63.89031
#> 391     1.2  1   0   0    1    1 65.15549
#> 392     1.2  1   0   0    1    0 61.06753
#> 393     1.2  1   0   0    1    0 62.56705
#> 394     1.2  1   0   0    0    0 59.65811
#> 395     1.2  1   0   0    1    0 64.43443
#> 396     1.2  1   0   0    0    1 65.07029
#> 397     1.2  1   0   0    1    0 65.01281
#> 398     1.2  1   0   0    1    1 61.69460
#> 399     1.2  1   0   0    0    0 63.47494
#> 400     1.2  1   0   0    0    0 53.56325
#> 401     1.2  1   0   0    1    0 61.49548
#> 402     1.2  1   0   0    1    1 65.59425
#> 403     1.2  1   0   0    1    0 64.34901
#> 404     1.2  1   0   0    1    1 61.20291
#> 405     1.2  1   0   0    0    0 55.64956
#> 406     1.2  1   0   0    1    0 60.86975
#> 407     1.2  1   0   0    0    1 60.82900
#> 408     1.2  1   0   0    0    0 57.93436
#> 409     1.2  1   0   0    0    0 58.60164
#> 410     1.2  1   0   0    0    0 65.21720
#> 411     1.2  1   0   0    1    1 62.32270
#> 412     1.2  1   0   0    0    0 62.22540
#> 413     1.2  1   0   0    1    0 59.70670
#> 414     1.2  1   0   0    0    1 62.52630
#> 415     1.2  1   0   0    0    0 58.45253
#> 416     1.2  1   0   0    1    1 62.00496
#> 417     1.2  1   0   0    1    0 56.37278
#> 418     1.2  1   0   0    0    0 67.96389
#> 419     1.2  1   0   0    1    0 63.30963
#> 420     1.2  1   0   0    1    1 62.07317
#> 421     1.2  1   0   0    0    1 59.68043
#> 422     1.2  1   0   0    1    1 56.57452
#> 423     1.2  1   0   0    0    1 50.23658
#> 424     1.2  1   0   0    0    0 63.46009
#> 425     1.2  1   0   0    0    0 61.92186
#> 426     1.2  1   0   0    0    1 56.64124
#> 427     1.2  1   0   0    1    1 66.25901
#> 428     1.2  1   0   0    1    0 61.23677
#> 429     1.2  1   0   0    0    0 54.24929
#> 430     1.2  1   0   0    1    1 63.55610
#> 431     1.2  1   0   0    0    1 61.36573
#> 432     1.2  1   0   0    0    1 56.23398
#> 433     1.2  1   0   0    0    1 55.32960
#> 434     1.2  1   0   0    0    0 61.70108
#> 435     1.2  1   0   0    1    0 65.83480
#> 436     1.2  1   0   0    0    0 59.40429
#> 437     1.2  1   0   0    1    1 56.61369
#> 438     1.2  1   0   0    0    0 59.78501
#> 439     1.2  1   0   0    0    1 56.90886
#> 440     1.2  1   0   0    0    1 63.02619
#> 441     1.2  1   0   0    1    1 60.87915
#> 442     1.2  1   0   0    1    1 64.14314
#> 443     1.2  1   0   0    1    1 58.39542
#> 444     1.2  1   0   0    1    0 63.13385
#> 445     1.2  1   0   0    0    1 58.58919
#> 446     1.2  1   0   0    1    1 62.57363
#> 447     1.2  1   0   0    0    1 59.67130
#> 448     1.2  1   0   0    0    1 60.65602
#> 449     1.2  1   0   0    1    1 59.08466
#> 450     1.2  1   0   0    0    0 67.21842
#> 451     1.2  1   0   0    0    1 66.43982
#> 452     1.2  1   0   0    1    1 61.18472
#> 453     1.2  1   0   0    0    1 65.57469
#> 454     1.2  1   0   0    0    0 63.11798
#> 455     1.2  1   0   0    1    0 60.20283
#> 456     1.2  1   0   0    0    1 61.16723
#> 457     1.2  1   0   0    0    0 66.93728
#> 458     1.2  1   0   0    0    0 61.51603
#> 459     1.2  1   0   0    1    0 60.56672
#> 460     1.2  1   0   0    1    1 64.08305
#> 461     1.2  1   0   0    1    1 64.81478
#> 462     1.2  1   0   0    1    1 67.73029
#> 463     1.2  1   0   0    1    1 62.82215
#> 464     1.2  1   0   0    0    1 60.13440
#> 465     1.2  1   0   0    0    0 64.59583
#> 466     1.2  1   0   0    1    0 67.12985
#> 467     1.2  1   0   0    0    0 63.09819
#> 468     1.2  1   0   0    1    1 55.82789
#> 469     1.2  1   0   0    1    1 65.28845
#> 470     1.2  1   0   0    1    1 66.28942
#> 471     1.2  1   0   0    0    1 66.31061
#> 472     1.2  1   0   0    0    0 57.06489
#> 473     1.2  1   0   0    0    1 67.00832
#> 474     1.2  1   0   0    0    0 57.80907
#> 475     1.2  1   0   0    0    0 66.04675
#> 476     1.2  1   0   0    1    1 64.55211
#> 477     1.2  1   0   0    0    0 60.04011
#> 478     1.2  1   0   0    0    0 64.89014
#> 479     1.2  1   0   0    0    0 62.22700
#> 480     1.2  1   0   0    0    0 58.93817
#> 481     1.2  1   0   0    0    0 62.46578
#> 482     1.2  1   0   0    0    1 61.01440
#> 483     1.2  1   0   0    1    0 60.87850
#> 484     1.2  1   0   0    1    1 64.49636
#> 485     1.2  1   0   0    1    1 59.70640
#> 486     1.2  1   0   0    0    1 62.77306
#> 487     1.2  1   0   0    0    0 63.73697
#> 488     1.2  1   0   0    0    0 65.14121
#> 489     1.2  1   0   0    0    0 62.68835
#> 490     1.2  1   0   0    0    1 63.54529
#> 491     1.2  1   0   0    1    0 64.01371
#> 492     1.2  1   0   0    1    1 62.17422
#> 493     1.2  1   0   0    0    0 60.90488
#> 494     1.2  1   0   0    1    1 64.64353
#> 495     1.2  1   0   0    1    1 66.07653
#> 496     1.2  1   0   0    0    1 64.72033
#> 497     1.2  1   0   0    1    1 60.24108
#> 498     1.2  1   0   0    0    1 66.20381
#> 499     1.2  1   0   0    1    1 62.57042
#> 500     1.2  1   0   0    0    1 67.13596
#> 501     1.2  1   0   0    1    0 59.35639
#> 502     1.2  1   0   0    1    0 61.62126
#> 503     1.2  1   0   0    1    1 61.99606
#> 504     1.2  1   0   0    1    1 64.10118
#> 505     1.2  1   0   0    1    0 62.23400
#> 506     1.2  1   0   0    0    1 61.46412
#> 507     1.2  1   0   0    0    1 55.71488
#> 508     1.2  1   0   0    0    1 60.39362
#> 509     1.2  1   0   0    1    0 60.36882
#> 510     1.2  1   0   0    1    1 62.97148
#> 511     1.2  1   0   0    1    1 59.83717
#> 512     1.2  1   0   0    0    1 59.58208
#> 513     1.2  1   0   0    1    1 55.26864
#> 514     1.2  1   0   0    1    1 64.20132
#> 515     1.2  1   0   0    0    1 56.51828
#> 

# match on all 3 covariates
match_cov(dt = sample_cov, match = c("cov1", "cov2", "cov3"))
#> Warning: Fewer control units than treated units; not all treated units will get a match.
#> 2 patients from the external arm are excluded. 317 patients from the internal trial are excluded.
#> After matching, we have 513 patients in total.
#> Warning: Fewer control units than treated units; not all treated units will get a match.
#> 2 patients from the external arm are excluded. 317 patients from the internal trial are excluded.
#> After matching, we have 513 patients in total.
#> [[1]]
#>     driftHR HR ext trt cov1 cov2     cov3
#> 1       1.2  1   1   0    0    1 61.03781
#> 2       1.2  1   1   0    1    1 69.11365
#> 3       1.2  1   1   0    1    1 66.66771
#> 4       1.2  1   1   0    0    0 64.23041
#> 5       1.2  1   1   0    1    1 61.28386
#> 6       1.2  1   1   0    1    1 61.90266
#> 7       1.2  1   1   0    1    0 68.88798
#> 8       1.2  1   1   0    0    0 67.50219
#> 9       1.2  1   1   0    0    0 68.79193
#> 10      1.2  1   1   0    1    1 63.77301
#> 11      1.2  1   1   0    0    1 63.10097
#> 12      1.2  1   1   0    0    0 65.48456
#> 13      1.2  1   1   0    0    0 66.45309
#> 14      1.2  1   1   0    1    1 67.21311
#> 15      1.2  1   1   0    1    0 64.47887
#> 16      1.2  1   1   0    1    0 68.31252
#> 17      1.2  1   1   0    1    1 66.72686
#> 18      1.2  1   1   0    1    1 67.78388
#> 19      1.2  1   1   0    0    1 67.21897
#> 20      1.2  1   1   0    1    1 66.75303
#> 21      1.2  1   1   0    1    1 64.49190
#> 22      1.2  1   1   0    1    0 59.31526
#> 23      1.2  1   1   0    1    1 64.42102
#> 24      1.2  1   1   0    1    0 64.99763
#> 25      1.2  1   1   0    1    1 64.01160
#> 27      1.2  1   1   0    1    1 63.49456
#> 28      1.2  1   1   0    1    1 63.02096
#> 29      1.2  1   1   0    0    1 57.99660
#> 30      1.2  1   1   0    1    0 68.83719
#> 31      1.2  1   1   0    1    1 66.32601
#> 32      1.2  1   1   0    1    1 66.40610
#> 33      1.2  1   1   0    0    1 64.34747
#> 34      1.2  1   1   0    0    1 63.05984
#> 35      1.2  1   1   0    0    0 66.61932
#> 36      1.2  1   1   0    1    0 68.87917
#> 37      1.2  1   1   0    1    0 68.56032
#> 38      1.2  1   1   0    1    0 67.01038
#> 39      1.2  1   1   0    0    1 69.08177
#> 40      1.2  1   1   0    1    1 68.22975
#> 41      1.2  1   1   0    1    1 60.93245
#> 42      1.2  1   1   0    0    0 66.79129
#> 43      1.2  1   1   0    1    0 64.03837
#> 44      1.2  1   1   0    0    0 59.49495
#> 45      1.2  1   1   0    0    1 61.65115
#> 46      1.2  1   1   0    1    0 68.17089
#> 47      1.2  1   1   0    1    0 63.29235
#> 48      1.2  1   1   0    1    0 65.77859
#> 49      1.2  1   1   0    1    1 67.47557
#> 50      1.2  1   1   0    1    1 66.41507
#> 51      1.2  1   1   0    0    1 63.67620
#> 52      1.2  1   1   0    1    0 67.87419
#> 53      1.2  1   1   0    1    1 64.52830
#> 54      1.2  1   1   0    0    0 66.47208
#> 55      1.2  1   1   0    1    0 68.73080
#> 56      1.2  1   1   0    0    1 64.54024
#> 57      1.2  1   1   0    1    0 67.59059
#> 58      1.2  1   1   0    0    1 66.55692
#> 59      1.2  1   1   0    0    1 63.32293
#> 60      1.2  1   1   0    0    1 64.69107
#> 61      1.2  1   1   0    1    0 65.63610
#> 62      1.2  1   1   0    0    0 67.02601
#> 63      1.2  1   1   0    0    1 64.57146
#> 64      1.2  1   1   0    0    1 65.40466
#> 65      1.2  1   1   0    0    1 66.69396
#> 66      1.2  1   1   0    0    0 58.39288
#> 67      1.2  1   1   0    0    1 68.44900
#> 68      1.2  1   1   0    1    1 65.91049
#> 70      1.2  1   1   0    0    1 57.27367
#> 71      1.2  1   1   0    1    0 69.60600
#> 72      1.2  1   1   0    0    0 68.52671
#> 73      1.2  1   1   0    0    0 69.92132
#> 74      1.2  1   1   0    0    1 65.43709
#> 75      1.2  1   1   0    1    1 65.76187
#> 76      1.2  1   1   0    1    1 63.71312
#> 77      1.2  1   1   0    0    1 60.43058
#> 78      1.2  1   1   0    0    1 70.31941
#> 79      1.2  1   1   0    1    0 60.59901
#> 80      1.2  1   1   0    1    1 66.72077
#> 81      1.2  1   1   0    1    1 57.40884
#> 82      1.2  1   1   0    0    1 63.24143
#> 83      1.2  1   1   0    1    0 63.50568
#> 84      1.2  1   1   0    1    0 61.17545
#> 85      1.2  1   1   0    1    0 68.04667
#> 86      1.2  1   1   0    0    1 61.99905
#> 87      1.2  1   1   0    0    1 63.40289
#> 88      1.2  1   1   0    0    0 66.73004
#> 89      1.2  1   1   0    0    0 63.58896
#> 90      1.2  1   1   0    0    1 62.40175
#> 91      1.2  1   1   0    0    1 62.74611
#> 92      1.2  1   1   0    1    0 61.62800
#> 93      1.2  1   1   0    1    0 66.03353
#> 94      1.2  1   1   0    1    1 68.01028
#> 95      1.2  1   1   0    0    0 68.91117
#> 96      1.2  1   1   0    0    0 66.42229
#> 97      1.2  1   1   0    0    1 67.61217
#> 98      1.2  1   1   0    0    1 61.67767
#> 99      1.2  1   1   0    1    1 61.31982
#> 100     1.2  1   1   0    0    1 69.18147
#> 101     1.2  1   0   1    0    1 64.96150
#> 102     1.2  1   0   1    0    0 57.65995
#> 103     1.2  1   0   1    0    0 58.78764
#> 104     1.2  1   0   1    1    0 56.98848
#> 105     1.2  1   0   1    1    1 60.53908
#> 106     1.2  1   0   1    0    0 58.90844
#> 107     1.2  1   0   1    0    0 58.78908
#> 108     1.2  1   0   1    0    1 65.70165
#> 109     1.2  1   0   1    1    0 61.10338
#> 110     1.2  1   0   1    0    0 59.84645
#> 111     1.2  1   0   1    1    0 59.27851
#> 112     1.2  1   0   1    0    0 58.91523
#> 113     1.2  1   0   1    0    0 56.61695
#> 114     1.2  1   0   1    1    0 57.02953
#> 115     1.2  1   0   1    0    1 64.01775
#> 116     1.2  1   0   1    0    1 60.59636
#> 117     1.2  1   0   1    1    1 57.07047
#> 118     1.2  1   0   1    1    1 60.58701
#> 119     1.2  1   0   1    0    0 66.33321
#> 120     1.2  1   0   1    0    1 63.72484
#> 121     1.2  1   0   1    1    0 65.09168
#> 122     1.2  1   0   1    1    1 60.29506
#> 123     1.2  1   0   1    1    1 62.68814
#> 124     1.2  1   0   1    0    1 59.40072
#> 125     1.2  1   0   1    1    1 63.72662
#> 126     1.2  1   0   1    1    1 64.43645
#> 127     1.2  1   0   1    0    0 62.19008
#> 128     1.2  1   0   1    0    0 59.81656
#> 129     1.2  1   0   1    0    0 57.33634
#> 130     1.2  1   0   1    0    1 57.31518
#> 131     1.2  1   0   1    1    1 66.72873
#> 132     1.2  1   0   1    0    0 63.66860
#> 133     1.2  1   0   1    1    1 62.78902
#> 134     1.2  1   0   1    1    0 66.48573
#> 135     1.2  1   0   1    0    1 60.23096
#> 136     1.2  1   0   1    0    1 59.89129
#> 137     1.2  1   0   1    1    0 57.73982
#> 138     1.2  1   0   1    0    0 59.59679
#> 139     1.2  1   0   1    1    0 62.35840
#> 140     1.2  1   0   1    1    1 58.60858
#> 141     1.2  1   0   1    1    0 57.57686
#> 142     1.2  1   0   1    1    0 66.01448
#> 143     1.2  1   0   1    1    0 58.89885
#> 144     1.2  1   0   1    0    0 57.61033
#> 145     1.2  1   0   1    1    0 62.29411
#> 146     1.2  1   0   1    1    1 63.42396
#> 147     1.2  1   0   1    0    0 56.66542
#> 148     1.2  1   0   1    0    1 60.45282
#> 149     1.2  1   0   1    0    0 57.38601
#> 150     1.2  1   0   1    0    0 60.14934
#> 151     1.2  1   0   1    0    0 50.61919
#> 152     1.2  1   0   1    0    0 54.05715
#> 153     1.2  1   0   1    1    0 58.28573
#> 154     1.2  1   0   1    1    1 65.43118
#> 155     1.2  1   0   1    1    0 66.80248
#> 156     1.2  1   0   1    0    0 62.70651
#> 157     1.2  1   0   1    0    1 60.69861
#> 158     1.2  1   0   1    1    1 62.41576
#> 159     1.2  1   0   1    0    0 63.37200
#> 160     1.2  1   0   1    0    0 57.90473
#> 161     1.2  1   0   1    0    1 58.56495
#> 162     1.2  1   0   1    0    0 64.74234
#> 163     1.2  1   0   1    0    1 59.52070
#> 164     1.2  1   0   1    1    0 58.30230
#> 165     1.2  1   0   1    0    1 58.18130
#> 166     1.2  1   0   1    0    0 66.48294
#> 167     1.2  1   0   1    0    1 61.00348
#> 168     1.2  1   0   1    0    0 59.20162
#> 169     1.2  1   0   1    0    0 55.88127
#> 170     1.2  1   0   1    0    0 62.25396
#> 171     1.2  1   0   1    0    0 64.73106
#> 172     1.2  1   0   1    1    1 67.09590
#> 173     1.2  1   0   1    0    0 55.36210
#> 174     1.2  1   0   1    1    1 64.78899
#> 175     1.2  1   0   1    1    1 62.61615
#> 176     1.2  1   0   1    0    0 66.25710
#> 177     1.2  1   0   1    1    1 64.56335
#> 178     1.2  1   0   1    1    1 62.19977
#> 179     1.2  1   0   1    1    1 58.64674
#> 180     1.2  1   0   1    0    1 61.60334
#> 181     1.2  1   0   1    1    1 61.81503
#> 182     1.2  1   0   1    0    1 61.22384
#> 183     1.2  1   0   1    1    1 62.29603
#> 184     1.2  1   0   1    0    0 56.62326
#> 185     1.2  1   0   1    0    0 59.35337
#> 186     1.2  1   0   1    1    0 58.83088
#> 187     1.2  1   0   1    1    0 64.08503
#> 188     1.2  1   0   1    1    1 57.53102
#> 189     1.2  1   0   1    0    0 66.42923
#> 190     1.2  1   0   1    1    0 57.03570
#> 191     1.2  1   0   1    1    1 67.51084
#> 192     1.2  1   0   1    1    0 60.79524
#> 193     1.2  1   0   1    1    0 63.39336
#> 194     1.2  1   0   1    1    0 65.14440
#> 195     1.2  1   0   1    1    0 62.01025
#> 196     1.2  1   0   1    1    0 61.36937
#> 197     1.2  1   0   1    1    1 56.66569
#> 198     1.2  1   0   1    0    1 63.28562
#> 199     1.2  1   0   1    0    1 62.00139
#> 200     1.2  1   0   1    1    0 59.38497
#> 201     1.2  1   0   1    1    1 66.37075
#> 202     1.2  1   0   1    1    0 58.37051
#> 203     1.2  1   0   1    0    0 61.12248
#> 204     1.2  1   0   1    0    0 65.59927
#> 205     1.2  1   0   1    0    1 64.00555
#> 206     1.2  1   0   1    1    1 59.85466
#> 207     1.2  1   0   1    0    0 64.23378
#> 208     1.2  1   0   1    0    1 62.31825
#> 209     1.2  1   0   1    1    0 57.88235
#> 210     1.2  1   0   1    1    0 62.91640
#> 211     1.2  1   0   1    1    0 62.63909
#> 212     1.2  1   0   1    1    1 66.77506
#> 213     1.2  1   0   1    1    0 59.13644
#> 214     1.2  1   0   1    0    1 66.86650
#> 215     1.2  1   0   1    1    1 66.09347
#> 216     1.2  1   0   1    0    1 65.00430
#> 217     1.2  1   0   1    0    1 56.69498
#> 218     1.2  1   0   1    1    0 65.87983
#> 219     1.2  1   0   1    0    0 57.84926
#> 220     1.2  1   0   1    1    1 63.47413
#> 221     1.2  1   0   1    1    1 62.35227
#> 222     1.2  1   0   1    1    1 61.49259
#> 223     1.2  1   0   1    1    0 62.86366
#> 224     1.2  1   0   1    1    0 62.24323
#> 225     1.2  1   0   1    0    1 69.04936
#> 226     1.2  1   0   1    1    1 60.55964
#> 227     1.2  1   0   1    0    0 63.45664
#> 228     1.2  1   0   1    1    0 60.33418
#> 229     1.2  1   0   1    0    1 62.25815
#> 230     1.2  1   0   1    1    1 64.29475
#> 231     1.2  1   0   1    0    1 60.01272
#> 232     1.2  1   0   1    1    1 66.97199
#> 233     1.2  1   0   1    1    0 65.33485
#> 234     1.2  1   0   1    1    0 61.46120
#> 235     1.2  1   0   1    1    1 59.73021
#> 236     1.2  1   0   1    0    1 63.75129
#> 237     1.2  1   0   1    0    0 59.95701
#> 238     1.2  1   0   1    1    1 61.00355
#> 239     1.2  1   0   1    1    1 56.58128
#> 240     1.2  1   0   1    0    1 66.22132
#> 241     1.2  1   0   1    1    0 60.82376
#> 242     1.2  1   0   1    1    1 57.14293
#> 243     1.2  1   0   1    1    1 60.10214
#> 244     1.2  1   0   1    0    0 61.71419
#> 245     1.2  1   0   1    1    1 63.13384
#> 246     1.2  1   0   1    0    1 60.94344
#> 247     1.2  1   0   1    0    0 57.44164
#> 248     1.2  1   0   1    0    1 65.95458
#> 249     1.2  1   0   1    1    1 66.50315
#> 250     1.2  1   0   1    1    1 67.63570
#> 251     1.2  1   0   1    0    0 66.53286
#> 252     1.2  1   0   1    0    1 63.01376
#> 253     1.2  1   0   1    0    0 58.19827
#> 254     1.2  1   0   1    0    1 64.53942
#> 255     1.2  1   0   1    1    1 60.47943
#> 256     1.2  1   0   1    0    1 60.28332
#> 257     1.2  1   0   1    1    1 55.90185
#> 258     1.2  1   0   1    0    0 62.77361
#> 259     1.2  1   0   1    0    0 62.29271
#> 260     1.2  1   0   1    1    0 60.25071
#> 261     1.2  1   0   1    0    0 63.90085
#> 262     1.2  1   0   1    1    1 59.17680
#> 263     1.2  1   0   1    0    0 60.92930
#> 264     1.2  1   0   1    0    0 64.32390
#> 265     1.2  1   0   1    0    1 60.78517
#> 266     1.2  1   0   1    1    0 63.86776
#> 267     1.2  1   0   1    0    1 61.93290
#> 268     1.2  1   0   1    0    0 66.04436
#> 269     1.2  1   0   1    0    0 61.82358
#> 270     1.2  1   0   1    0    0 59.24512
#> 271     1.2  1   0   1    0    0 55.27543
#> 272     1.2  1   0   1    0    0 62.32224
#> 273     1.2  1   0   1    0    1 56.22740
#> 274     1.2  1   0   1    0    0 62.67623
#> 275     1.2  1   0   1    0    1 62.97769
#> 276     1.2  1   0   1    1    1 62.67952
#> 277     1.2  1   0   1    0    1 60.78739
#> 278     1.2  1   0   1    0    0 62.50669
#> 279     1.2  1   0   1    1    1 64.16554
#> 280     1.2  1   0   1    0    1 62.11405
#> 281     1.2  1   0   1    1    0 53.94336
#> 282     1.2  1   0   1    1    1 63.68083
#> 283     1.2  1   0   1    1    0 69.69616
#> 284     1.2  1   0   1    1    0 56.31205
#> 285     1.2  1   0   1    1    0 65.00678
#> 286     1.2  1   0   1    1    0 65.89245
#> 287     1.2  1   0   1    0    0 64.98738
#> 288     1.2  1   0   1    1    1 59.71000
#> 289     1.2  1   0   1    1    0 62.22217
#> 290     1.2  1   0   1    0    1 64.58839
#> 291     1.2  1   0   1    0    0 58.06127
#> 292     1.2  1   0   1    1    1 64.30524
#> 293     1.2  1   0   1    1    1 59.08045
#> 294     1.2  1   0   1    1    0 63.23774
#> 295     1.2  1   0   1    1    1 60.14979
#> 296     1.2  1   0   1    0    1 61.40175
#> 297     1.2  1   0   1    1    0 65.12115
#> 298     1.2  1   0   1    1    0 62.32933
#> 299     1.2  1   0   1    0    1 59.37776
#> 300     1.2  1   0   1    1    1 61.32906
#> 301     1.2  1   0   1    0    1 60.66529
#> 302     1.2  1   0   1    1    1 66.98612
#> 303     1.2  1   0   1    0    1 64.76144
#> 304     1.2  1   0   1    1    0 56.01169
#> 305     1.2  1   0   1    1    1 57.46235
#> 306     1.2  1   0   1    1    0 63.55270
#> 307     1.2  1   0   1    0    1 54.67934
#> 308     1.2  1   0   1    1    0 66.20978
#> 309     1.2  1   0   1    0    0 72.03684
#> 310     1.2  1   0   1    1    1 59.88838
#> 311     1.2  1   0   1    0    1 61.91052
#> 312     1.2  1   0   1    1    0 68.08691
#> 313     1.2  1   0   1    0    0 65.39396
#> 314     1.2  1   0   1    1    0 63.31927
#> 315     1.2  1   0   1    1    0 70.38099
#> 316     1.2  1   0   1    0    1 58.67291
#> 317     1.2  1   0   1    0    0 63.81292
#> 318     1.2  1   0   1    0    0 64.33782
#> 319     1.2  1   0   1    1    0 64.67960
#> 320     1.2  1   0   1    1    1 65.60187
#> 321     1.2  1   0   1    1    0 58.36308
#> 322     1.2  1   0   1    1    1 59.57831
#> 323     1.2  1   0   1    0    0 58.47066
#> 324     1.2  1   0   1    0    0 63.03608
#> 325     1.2  1   0   1    1    1 60.04598
#> 326     1.2  1   0   1    1    1 64.13336
#> 327     1.2  1   0   1    1    0 62.40684
#> 328     1.2  1   0   1    0    1 61.83483
#> 329     1.2  1   0   1    1    0 64.72309
#> 330     1.2  1   0   1    1    1 60.54058
#> 331     1.2  1   0   1    1    0 63.89802
#> 332     1.2  1   0   1    0    1 63.66076
#> 333     1.2  1   0   1    1    1 64.54721
#> 334     1.2  1   0   1    1    0 67.26245
#> 335     1.2  1   0   1    0    0 63.48491
#> 336     1.2  1   0   1    1    0 62.61012
#> 337     1.2  1   0   1    0    0 63.68995
#> 338     1.2  1   0   1    1    1 58.79135
#> 339     1.2  1   0   1    1    0 66.44566
#> 340     1.2  1   0   1    0    0 59.43738
#> 341     1.2  1   0   1    1    0 64.86003
#> 342     1.2  1   0   1    1    0 63.18492
#> 343     1.2  1   0   1    0    0 59.65464
#> 344     1.2  1   0   1    1    1 58.97007
#> 345     1.2  1   0   1    1    0 55.35040
#> 346     1.2  1   0   1    0    0 64.03264
#> 347     1.2  1   0   1    1    0 58.70127
#> 348     1.2  1   0   1    0    0 61.78852
#> 349     1.2  1   0   1    0    1 62.35929
#> 350     1.2  1   0   1    1    0 59.80708
#> 351     1.2  1   0   1    0    0 64.45996
#> 352     1.2  1   0   1    0    1 59.68028
#> 353     1.2  1   0   1    1    0 60.51246
#> 354     1.2  1   0   1    1    0 68.91943
#> 355     1.2  1   0   1    0    0 63.12639
#> 356     1.2  1   0   1    1    1 64.40536
#> 357     1.2  1   0   1    1    0 59.64495
#> 358     1.2  1   0   1    0    0 65.00137
#> 359     1.2  1   0   1    0    1 61.28552
#> 360     1.2  1   0   1    1    0 61.97592
#> 361     1.2  1   0   1    0    1 60.26598
#> 362     1.2  1   0   1    1    0 61.11664
#> 363     1.2  1   0   1    0    1 59.20749
#> 364     1.2  1   0   1    0    1 62.09256
#> 365     1.2  1   0   1    0    1 59.04505
#> 366     1.2  1   0   1    1    1 60.06125
#> 367     1.2  1   0   1    1    1 63.32024
#> 368     1.2  1   0   1    1    0 58.72799
#> 369     1.2  1   0   1    0    0 61.88710
#> 370     1.2  1   0   1    0    0 66.85671
#> 371     1.2  1   0   1    0    0 63.40828
#> 372     1.2  1   0   1    0    0 60.33557
#> 373     1.2  1   0   1    0    1 65.83340
#> 374     1.2  1   0   1    1    1 59.13035
#> 375     1.2  1   0   1    0    1 60.69370
#> 376     1.2  1   0   0    0    1 64.63128
#> 377     1.2  1   0   0    1    1 59.63444
#> 378     1.2  1   0   0    1    0 56.18309
#> 379     1.2  1   0   0    0    1 60.45827
#> 380     1.2  1   0   0    0    0 59.07964
#> 381     1.2  1   0   0    0    0 62.59524
#> 382     1.2  1   0   0    0    1 60.11599
#> 383     1.2  1   0   0    1    0 62.34285
#> 384     1.2  1   0   0    0    0 56.89852
#> 385     1.2  1   0   0    1    1 57.24535
#> 386     1.2  1   0   0    0    0 56.25234
#> 387     1.2  1   0   0    0    0 62.33619
#> 388     1.2  1   0   0    1    0 65.52006
#> 389     1.2  1   0   0    1    1 60.07144
#> 390     1.2  1   0   0    0    1 66.94062
#> 391     1.2  1   0   0    0    1 62.20235
#> 392     1.2  1   0   0    1    1 58.93698
#> 393     1.2  1   0   0    1    0 61.58612
#> 394     1.2  1   0   0    0    1 62.15253
#> 395     1.2  1   0   0    0    0 68.76854
#> 396     1.2  1   0   0    1    0 60.32948
#> 397     1.2  1   0   0    0    1 65.15738
#> 398     1.2  1   0   0    1    0 67.72263
#> 399     1.2  1   0   0    1    0 60.09190
#> 400     1.2  1   0   0    0    1 62.18448
#> 401     1.2  1   0   0    0    1 56.44941
#> 402     1.2  1   0   0    1    1 60.91950
#> 403     1.2  1   0   0    0    1 59.76483
#> 404     1.2  1   0   0    0    0 63.38557
#> 405     1.2  1   0   0    1    1 61.23506
#> 406     1.2  1   0   0    1    0 55.72539
#> 407     1.2  1   0   0    0    1 63.99513
#> 408     1.2  1   0   0    0    0 59.00029
#> 409     1.2  1   0   0    1    1 65.03679
#> 410     1.2  1   0   0    0    1 61.39371
#> 411     1.2  1   0   0    0    1 62.15711
#> 412     1.2  1   0   0    0    0 66.31384
#> 413     1.2  1   0   0    1    1 65.92581
#> 414     1.2  1   0   0    0    0 64.21546
#> 415     1.2  1   0   0    1    0 65.14403
#> 416     1.2  1   0   0    0    0 66.40423
#> 417     1.2  1   0   0    1    0 62.69975
#> 418     1.2  1   0   0    1    1 57.31978
#> 419     1.2  1   0   0    1    1 68.06962
#> 420     1.2  1   0   0    1    0 61.84082
#> 421     1.2  1   0   0    0    0 64.18088
#> 422     1.2  1   0   0    1    0 64.20761
#> 423     1.2  1   0   0    0    0 57.99744
#> 424     1.2  1   0   0    0    1 63.85165
#> 425     1.2  1   0   0    0    0 65.92344
#> 426     1.2  1   0   0    0    1 64.85488
#> 427     1.2  1   0   0    0    1 55.68389
#> 428     1.2  1   0   0    0    0 65.18837
#> 429     1.2  1   0   0    1    1 60.26090
#> 430     1.2  1   0   0    1    1 63.66375
#> 431     1.2  1   0   0    0    0 59.25317
#> 432     1.2  1   0   0    1    0 61.45063
#> 433     1.2  1   0   0    1    1 66.49606
#> 434     1.2  1   0   0    1    1 67.36903
#> 435     1.2  1   0   0    0    1 67.48005
#> 436     1.2  1   0   0    0    1 58.33021
#> 437     1.2  1   0   0    1    1 67.20565
#> 438     1.2  1   0   0    1    0 60.20639
#> 439     1.2  1   0   0    1    1 68.72958
#> 440     1.2  1   0   0    1    1 58.95582
#> 441     1.2  1   0   0    0    0 61.36802
#> 442     1.2  1   0   0    0    1 60.76197
#> 443     1.2  1   0   0    0    0 60.66198
#> 444     1.2  1   0   0    0    0 64.39645
#> 445     1.2  1   0   0    1    0 61.89799
#> 446     1.2  1   0   0    0    0 64.66182
#> 447     1.2  1   0   0    1    0 63.84156
#> 448     1.2  1   0   0    1    1 67.24735
#> 449     1.2  1   0   0    1    1 61.70606
#> 450     1.2  1   0   0    0    0 59.47210
#> 451     1.2  1   0   0    1    0 68.29876
#> 452     1.2  1   0   0    1    0 63.55236
#> 453     1.2  1   0   0    1    1 61.12658
#> 454     1.2  1   0   0    0    0 56.31216
#> 455     1.2  1   0   0    1    1 67.22494
#> 456     1.2  1   0   0    0    1 58.92913
#> 457     1.2  1   0   0    1    0 58.97874
#> 458     1.2  1   0   0    0    0 70.20153
#> 459     1.2  1   0   0    0    0 65.04227
#> 460     1.2  1   0   0    0    1 62.37209
#> 461     1.2  1   0   0    1    0 60.98521
#> 462     1.2  1   0   0    1    0 62.40932
#> 463     1.2  1   0   0    0    1 62.79794
#> 464     1.2  1   0   0    0    1 59.80445
#> 465     1.2  1   0   0    0    1 59.62436
#> 466     1.2  1   0   0    0    0 58.99809
#> 467     1.2  1   0   0    0    0 61.44572
#> 468     1.2  1   0   0    1    0 60.86573
#> 469     1.2  1   0   0    0    1 59.25918
#> 470     1.2  1   0   0    0    1 63.93198
#> 471     1.2  1   0   0    0    1 63.46853
#> 472     1.2  1   0   0    0    1 55.13599
#> 473     1.2  1   0   0    1    0 56.34204
#> 474     1.2  1   0   0    0    0 63.95867
#> 475     1.2  1   0   0    0    1 60.91754
#> 476     1.2  1   0   0    0    0 59.42642
#> 477     1.2  1   0   0    0    0 61.88742
#> 478     1.2  1   0   0    1    1 58.71491
#> 479     1.2  1   0   0    1    1 53.85035
#> 480     1.2  1   0   0    0    0 60.58228
#> 481     1.2  1   0   0    1    1 59.38678
#> 482     1.2  1   0   0    1    1 64.72750
#> 483     1.2  1   0   0    1    0 63.69854
#> 484     1.2  1   0   0    0    0 60.46286
#> 485     1.2  1   0   0    0    0 67.83938
#> 486     1.2  1   0   0    1    1 63.63523
#> 487     1.2  1   0   0    1    1 62.86749
#> 488     1.2  1   0   0    0    1 63.59125
#> 489     1.2  1   0   0    1    0 63.07829
#> 490     1.2  1   0   0    0    0 66.40373
#> 491     1.2  1   0   0    0    0 68.16359
#> 492     1.2  1   0   0    1    1 63.41878
#> 493     1.2  1   0   0    0    1 68.12545
#> 494     1.2  1   0   0    0    0 62.46560
#> 495     1.2  1   0   0    1    1 63.18454
#> 496     1.2  1   0   0    0    1 62.52669
#> 497     1.2  1   0   0    1    1 62.47911
#> 498     1.2  1   0   0    1    0 58.96799
#> 499     1.2  1   0   0    1    1 65.76619
#> 500     1.2  1   0   0    0    0 67.94687
#> 501     1.2  1   0   0    0    0 60.58984
#> 502     1.2  1   0   0    1    0 57.35988
#> 503     1.2  1   0   0    1    1 59.11981
#> 504     1.2  1   0   0    1    0 59.36841
#> 505     1.2  1   0   0    1    1 65.96556
#> 506     1.2  1   0   0    1    1 66.62551
#> 507     1.2  1   0   0    1    1 66.59931
#> 508     1.2  1   0   0    0    0 69.23478
#> 509     1.2  1   0   0    1    1 62.31906
#> 510     1.2  1   0   0    0    0 60.19488
#> 511     1.2  1   0   0    1    1 62.49057
#> 512     1.2  1   0   0    1    1 61.10206
#> 513     1.2  1   0   0    0    0 71.05130
#> 514     1.2  1   0   0    0    0 63.40417
#> 515     1.2  1   0   0    0    0 69.74231
#> 
#> [[2]]
#>     driftHR HR ext trt cov1 cov2     cov3
#> 1       1.2  1   1   0    0    1 63.30024
#> 2       1.2  1   1   0    0    1 65.16345
#> 3       1.2  1   1   0    0    0 59.81952
#> 4       1.2  1   1   0    1    1 63.90485
#> 5       1.2  1   1   0    1    0 65.27898
#> 6       1.2  1   1   0    0    0 71.75753
#> 7       1.2  1   1   0    0    0 66.25983
#> 8       1.2  1   1   0    1    0 58.83274
#> 9       1.2  1   1   0    0    0 63.78814
#> 10      1.2  1   1   0    1    1 63.40689
#> 11      1.2  1   1   0    0    1 69.71945
#> 12      1.2  1   1   0    1    1 66.07034
#> 13      1.2  1   1   0    1    0 67.56031
#> 14      1.2  1   1   0    0    0 68.06673
#> 15      1.2  1   1   0    0    0 60.23053
#> 16      1.2  1   1   0    1    1 65.99139
#> 17      1.2  1   1   0    1    1 61.85349
#> 18      1.2  1   1   0    1    1 64.47702
#> 19      1.2  1   1   0    0    0 64.35603
#> 20      1.2  1   1   0    0    1 62.14767
#> 21      1.2  1   1   0    0    0 59.59095
#> 22      1.2  1   1   0    1    1 64.33508
#> 23      1.2  1   1   0    0    1 62.57259
#> 24      1.2  1   1   0    0    0 67.60862
#> 25      1.2  1   1   0    1    1 67.56916
#> 26      1.2  1   1   0    0    0 64.62353
#> 27      1.2  1   1   0    1    0 63.17569
#> 28      1.2  1   1   0    1    1 61.74284
#> 29      1.2  1   1   0    1    0 62.04428
#> 30      1.2  1   1   0    1    1 69.42124
#> 31      1.2  1   1   0    0    1 66.64944
#> 32      1.2  1   1   0    1    1 67.70221
#> 33      1.2  1   1   0    0    0 66.02131
#> 34      1.2  1   1   0    1    0 64.31128
#> 35      1.2  1   1   0    0    1 65.50927
#> 36      1.2  1   1   0    1    1 63.76423
#> 37      1.2  1   1   0    0    0 67.96908
#> 38      1.2  1   1   0    0    1 64.22620
#> 39      1.2  1   1   0    1    0 58.92763
#> 40      1.2  1   1   0    1    0 61.25999
#> 41      1.2  1   1   0    1    0 63.37369
#> 42      1.2  1   1   0    0    0 67.24448
#> 43      1.2  1   1   0    1    1 62.51849
#> 44      1.2  1   1   0    0    0 63.23142
#> 45      1.2  1   1   0    1    0 65.08632
#> 46      1.2  1   1   0    0    0 65.25414
#> 47      1.2  1   1   0    1    0 65.87336
#> 49      1.2  1   1   0    1    0 63.67489
#> 50      1.2  1   1   0    1    0 62.84341
#> 51      1.2  1   1   0    0    1 63.82853
#> 52      1.2  1   1   0    1    0 67.10414
#> 53      1.2  1   1   0    1    1 67.42509
#> 54      1.2  1   1   0    0    1 73.41831
#> 55      1.2  1   1   0    1    0 59.73142
#> 56      1.2  1   1   0    1    1 62.80806
#> 57      1.2  1   1   0    1    0 65.03435
#> 58      1.2  1   1   0    1    1 68.76799
#> 59      1.2  1   1   0    1    1 67.23240
#> 60      1.2  1   1   0    1    1 64.53821
#> 61      1.2  1   1   0    1    1 66.87487
#> 62      1.2  1   1   0    1    0 61.54257
#> 63      1.2  1   1   0    1    1 61.15482
#> 64      1.2  1   1   0    1    0 62.04797
#> 65      1.2  1   1   0    0    0 63.93664
#> 66      1.2  1   1   0    1    1 65.21230
#> 67      1.2  1   1   0    1    1 63.22203
#> 68      1.2  1   1   0    1    0 66.29501
#> 69      1.2  1   1   0    0    1 63.90405
#> 70      1.2  1   1   0    0    0 62.84643
#> 71      1.2  1   1   0    1    1 62.45440
#> 72      1.2  1   1   0    0    1 67.34269
#> 73      1.2  1   1   0    0    0 59.91745
#> 74      1.2  1   1   0    0    1 68.31729
#> 75      1.2  1   1   0    1    0 62.63611
#> 76      1.2  1   1   0    0    0 59.82033
#> 77      1.2  1   1   0    1    1 63.61378
#> 78      1.2  1   1   0    1    0 63.46912
#> 79      1.2  1   1   0    1    1 55.96777
#> 80      1.2  1   1   0    1    1 67.53984
#> 81      1.2  1   1   0    0    1 73.62824
#> 82      1.2  1   1   0    1    1 64.07350
#> 83      1.2  1   1   0    1    1 68.08071
#> 84      1.2  1   1   0    1    1 64.41149
#> 85      1.2  1   1   0    0    1 67.62313
#> 86      1.2  1   1   0    0    1 62.71061
#> 87      1.2  1   1   0    1    0 68.15212
#> 88      1.2  1   1   0    0    1 68.09098
#> 89      1.2  1   1   0    1    0 60.07604
#> 90      1.2  1   1   0    0    1 65.44347
#> 92      1.2  1   1   0    1    0 61.83829
#> 93      1.2  1   1   0    0    0 61.55702
#> 94      1.2  1   1   0    0    0 64.15580
#> 95      1.2  1   1   0    0    1 65.52859
#> 96      1.2  1   1   0    1    0 66.30247
#> 97      1.2  1   1   0    0    0 66.06435
#> 98      1.2  1   1   0    0    0 70.23033
#> 99      1.2  1   1   0    1    1 65.65925
#> 100     1.2  1   1   0    1    0 61.49427
#> 101     1.2  1   0   1    1    1 63.93879
#> 102     1.2  1   0   1    0    1 67.06820
#> 103     1.2  1   0   1    1    0 63.23774
#> 104     1.2  1   0   1    0    1 61.39049
#> 105     1.2  1   0   1    0    0 54.39490
#> 106     1.2  1   0   1    1    1 59.47632
#> 107     1.2  1   0   1    0    1 62.90532
#> 108     1.2  1   0   1    1    1 59.83627
#> 109     1.2  1   0   1    0    0 64.55159
#> 110     1.2  1   0   1    1    1 64.63517
#> 111     1.2  1   0   1    0    0 56.17857
#> 112     1.2  1   0   1    1    0 62.59189
#> 113     1.2  1   0   1    0    0 63.44694
#> 114     1.2  1   0   1    0    0 61.27851
#> 115     1.2  1   0   1    0    0 61.03061
#> 116     1.2  1   0   1    1    1 63.02169
#> 117     1.2  1   0   1    0    0 62.52292
#> 118     1.2  1   0   1    1    0 58.38107
#> 119     1.2  1   0   1    0    0 63.21604
#> 120     1.2  1   0   1    1    0 64.04699
#> 121     1.2  1   0   1    1    0 65.48850
#> 122     1.2  1   0   1    1    0 65.47457
#> 123     1.2  1   0   1    1    1 63.79403
#> 124     1.2  1   0   1    0    1 58.30757
#> 125     1.2  1   0   1    1    0 60.28654
#> 126     1.2  1   0   1    0    1 59.27880
#> 127     1.2  1   0   1    1    1 54.60314
#> 128     1.2  1   0   1    1    0 63.20000
#> 129     1.2  1   0   1    0    1 62.84851
#> 130     1.2  1   0   1    0    0 65.66926
#> 131     1.2  1   0   1    0    1 59.18939
#> 132     1.2  1   0   1    1    1 58.58833
#> 133     1.2  1   0   1    0    1 65.59850
#> 134     1.2  1   0   1    0    0 60.70287
#> 135     1.2  1   0   1    1    0 60.38163
#> 136     1.2  1   0   1    0    0 57.30037
#> 137     1.2  1   0   1    1    1 64.18595
#> 138     1.2  1   0   1    1    1 58.55596
#> 139     1.2  1   0   1    0    0 58.22152
#> 140     1.2  1   0   1    0    0 63.90992
#> 141     1.2  1   0   1    0    1 57.67832
#> 142     1.2  1   0   1    1    1 65.03739
#> 143     1.2  1   0   1    0    1 64.01508
#> 144     1.2  1   0   1    1    1 62.37782
#> 145     1.2  1   0   1    1    1 57.33957
#> 146     1.2  1   0   1    0    0 62.88618
#> 147     1.2  1   0   1    1    0 61.78294
#> 148     1.2  1   0   1    0    1 65.60133
#> 149     1.2  1   0   1    0    0 65.30278
#> 150     1.2  1   0   1    1    1 57.66614
#> 151     1.2  1   0   1    0    0 67.44157
#> 152     1.2  1   0   1    1    1 53.90957
#> 153     1.2  1   0   1    0    1 57.86231
#> 154     1.2  1   0   1    1    1 58.07797
#> 155     1.2  1   0   1    1    0 63.68265
#> 156     1.2  1   0   1    0    0 60.64039
#> 157     1.2  1   0   1    1    1 60.36756
#> 158     1.2  1   0   1    1    1 62.41811
#> 159     1.2  1   0   1    1    1 64.52674
#> 160     1.2  1   0   1    1    1 57.41365
#> 161     1.2  1   0   1    1    1 65.22638
#> 162     1.2  1   0   1    0    1 62.56018
#> 163     1.2  1   0   1    1    0 61.97459
#> 164     1.2  1   0   1    0    0 58.95934
#> 165     1.2  1   0   1    0    1 59.49594
#> 166     1.2  1   0   1    0    1 60.62962
#> 167     1.2  1   0   1    1    0 57.60610
#> 168     1.2  1   0   1    1    0 61.35681
#> 169     1.2  1   0   1    0    1 57.64346
#> 170     1.2  1   0   1    0    1 61.04815
#> 171     1.2  1   0   1    1    1 63.91136
#> 172     1.2  1   0   1    0    1 60.13437
#> 173     1.2  1   0   1    1    1 62.37094
#> 174     1.2  1   0   1    1    1 58.73259
#> 175     1.2  1   0   1    1    0 56.58823
#> 176     1.2  1   0   1    0    1 62.49396
#> 177     1.2  1   0   1    0    1 64.28392
#> 178     1.2  1   0   1    0    1 64.62104
#> 179     1.2  1   0   1    1    0 57.00155
#> 180     1.2  1   0   1    1    0 60.66457
#> 181     1.2  1   0   1    0    1 62.55981
#> 182     1.2  1   0   1    1    1 66.50936
#> 183     1.2  1   0   1    0    1 67.24989
#> 184     1.2  1   0   1    1    1 60.26260
#> 185     1.2  1   0   1    1    0 57.97531
#> 186     1.2  1   0   1    1    0 67.33167
#> 187     1.2  1   0   1    0    1 63.19685
#> 188     1.2  1   0   1    0    0 57.94097
#> 189     1.2  1   0   1    0    1 62.61794
#> 190     1.2  1   0   1    0    1 60.47118
#> 191     1.2  1   0   1    1    0 61.58611
#> 192     1.2  1   0   1    1    0 61.23185
#> 193     1.2  1   0   1    1    0 65.82988
#> 194     1.2  1   0   1    0    0 66.36762
#> 195     1.2  1   0   1    0    1 63.98677
#> 196     1.2  1   0   1    0    1 61.87198
#> 197     1.2  1   0   1    0    0 57.04893
#> 198     1.2  1   0   1    0    0 63.39092
#> 199     1.2  1   0   1    0    0 61.93491
#> 200     1.2  1   0   1    0    0 56.83467
#> 201     1.2  1   0   1    0    0 61.82400
#> 202     1.2  1   0   1    1    1 67.72104
#> 203     1.2  1   0   1    0    1 63.86806
#> 204     1.2  1   0   1    1    1 62.15808
#> 205     1.2  1   0   1    1    0 62.78940
#> 206     1.2  1   0   1    0    0 66.38289
#> 207     1.2  1   0   1    1    1 58.91761
#> 208     1.2  1   0   1    1    0 62.27186
#> 209     1.2  1   0   1    1    1 59.91496
#> 210     1.2  1   0   1    0    0 60.16182
#> 211     1.2  1   0   1    0    0 69.18812
#> 212     1.2  1   0   1    0    0 60.88381
#> 213     1.2  1   0   1    0    1 60.91795
#> 214     1.2  1   0   1    1    0 63.51977
#> 215     1.2  1   0   1    1    0 62.09325
#> 216     1.2  1   0   1    1    0 67.18765
#> 217     1.2  1   0   1    1    0 63.21269
#> 218     1.2  1   0   1    0    0 58.29701
#> 219     1.2  1   0   1    1    0 64.41238
#> 220     1.2  1   0   1    1    0 61.80369
#> 221     1.2  1   0   1    0    0 57.71900
#> 222     1.2  1   0   1    1    0 63.50389
#> 223     1.2  1   0   1    1    1 59.91306
#> 224     1.2  1   0   1    0    1 66.15529
#> 225     1.2  1   0   1    0    0 55.67520
#> 226     1.2  1   0   1    0    0 65.81658
#> 227     1.2  1   0   1    1    0 65.02372
#> 228     1.2  1   0   1    1    0 62.49584
#> 229     1.2  1   0   1    1    0 62.24168
#> 230     1.2  1   0   1    1    0 63.50253
#> 231     1.2  1   0   1    0    1 62.18001
#> 232     1.2  1   0   1    0    0 64.88414
#> 233     1.2  1   0   1    0    1 66.24438
#> 234     1.2  1   0   1    0    1 68.73387
#> 235     1.2  1   0   1    0    0 65.88713
#> 236     1.2  1   0   1    1    0 56.57787
#> 237     1.2  1   0   1    1    1 68.12732
#> 238     1.2  1   0   1    1    1 56.82289
#> 239     1.2  1   0   1    0    1 60.17812
#> 240     1.2  1   0   1    0    0 63.81482
#> 241     1.2  1   0   1    0    1 65.47784
#> 242     1.2  1   0   1    1    0 65.85319
#> 243     1.2  1   0   1    0    1 62.42482
#> 244     1.2  1   0   1    0    1 66.68467
#> 245     1.2  1   0   1    0    0 60.21614
#> 246     1.2  1   0   1    0    0 59.63637
#> 247     1.2  1   0   1    0    0 62.34614
#> 248     1.2  1   0   1    0    1 57.78971
#> 249     1.2  1   0   1    0    0 59.30131
#> 250     1.2  1   0   1    1    0 65.37401
#> 251     1.2  1   0   1    1    0 64.52153
#> 252     1.2  1   0   1    0    0 69.82192
#> 253     1.2  1   0   1    0    0 59.89729
#> 254     1.2  1   0   1    1    1 58.34239
#> 255     1.2  1   0   1    0    1 60.70798
#> 256     1.2  1   0   1    0    0 64.42788
#> 257     1.2  1   0   1    1    1 64.59271
#> 258     1.2  1   0   1    1    0 63.54540
#> 259     1.2  1   0   1    1    1 59.03276
#> 260     1.2  1   0   1    1    0 58.45648
#> 261     1.2  1   0   1    0    1 60.68629
#> 262     1.2  1   0   1    1    1 58.26758
#> 263     1.2  1   0   1    1    0 59.06996
#> 264     1.2  1   0   1    1    0 66.44871
#> 265     1.2  1   0   1    0    0 69.62248
#> 266     1.2  1   0   1    0    1 62.01496
#> 267     1.2  1   0   1    0    0 66.75008
#> 268     1.2  1   0   1    0    1 66.02942
#> 269     1.2  1   0   1    1    1 65.76572
#> 270     1.2  1   0   1    0    1 63.46866
#> 271     1.2  1   0   1    0    1 66.25307
#> 272     1.2  1   0   1    0    1 56.00170
#> 273     1.2  1   0   1    0    1 60.87243
#> 274     1.2  1   0   1    1    0 64.84182
#> 275     1.2  1   0   1    1    0 59.85826
#> 276     1.2  1   0   1    0    0 60.65593
#> 277     1.2  1   0   1    0    1 59.88744
#> 278     1.2  1   0   1    0    0 60.05902
#> 279     1.2  1   0   1    1    1 59.06948
#> 280     1.2  1   0   1    0    0 64.39431
#> 281     1.2  1   0   1    1    0 61.47711
#> 282     1.2  1   0   1    0    1 63.58712
#> 283     1.2  1   0   1    1    1 65.02878
#> 284     1.2  1   0   1    1    1 60.35935
#> 285     1.2  1   0   1    0    0 63.40007
#> 286     1.2  1   0   1    0    1 62.15498
#> 287     1.2  1   0   1    1    0 64.44795
#> 288     1.2  1   0   1    1    0 67.75717
#> 289     1.2  1   0   1    1    0 66.16609
#> 290     1.2  1   0   1    1    0 64.09209
#> 291     1.2  1   0   1    1    1 59.34419
#> 292     1.2  1   0   1    0    0 64.47579
#> 293     1.2  1   0   1    0    0 61.75530
#> 294     1.2  1   0   1    0    1 70.64398
#> 295     1.2  1   0   1    0    1 61.93950
#> 296     1.2  1   0   1    1    1 64.22776
#> 297     1.2  1   0   1    1    1 62.38527
#> 298     1.2  1   0   1    1    0 60.90424
#> 299     1.2  1   0   1    0    0 61.44116
#> 300     1.2  1   0   1    1    1 64.44303
#> 301     1.2  1   0   1    1    1 66.53410
#> 302     1.2  1   0   1    1    1 64.52465
#> 303     1.2  1   0   1    1    0 67.55648
#> 304     1.2  1   0   1    0    0 61.63837
#> 305     1.2  1   0   1    0    1 60.22921
#> 306     1.2  1   0   1    0    0 66.37338
#> 307     1.2  1   0   1    0    0 63.02747
#> 308     1.2  1   0   1    0    0 65.18565
#> 309     1.2  1   0   1    1    1 60.01214
#> 310     1.2  1   0   1    1    0 62.86826
#> 311     1.2  1   0   1    1    0 61.39957
#> 312     1.2  1   0   1    0    0 58.34760
#> 313     1.2  1   0   1    1    1 61.36230
#> 314     1.2  1   0   1    0    1 64.88935
#> 315     1.2  1   0   1    0    0 63.15736
#> 316     1.2  1   0   1    0    0 61.15635
#> 317     1.2  1   0   1    1    1 63.07811
#> 318     1.2  1   0   1    0    0 64.65536
#> 319     1.2  1   0   1    1    1 66.30436
#> 320     1.2  1   0   1    0    1 62.90171
#> 321     1.2  1   0   1    1    0 63.71496
#> 322     1.2  1   0   1    0    0 59.15069
#> 323     1.2  1   0   1    1    0 72.24774
#> 324     1.2  1   0   1    0    0 58.19774
#> 325     1.2  1   0   1    1    0 65.03746
#> 326     1.2  1   0   1    0    1 56.97938
#> 327     1.2  1   0   1    1    0 60.55115
#> 328     1.2  1   0   1    0    1 67.91750
#> 329     1.2  1   0   1    1    1 65.68456
#> 330     1.2  1   0   1    0    0 63.86884
#> 331     1.2  1   0   1    0    0 62.35161
#> 332     1.2  1   0   1    1    0 66.27795
#> 333     1.2  1   0   1    0    1 58.83411
#> 334     1.2  1   0   1    1    0 59.39965
#> 335     1.2  1   0   1    1    1 67.30032
#> 336     1.2  1   0   1    1    1 72.58427
#> 337     1.2  1   0   1    1    0 67.32184
#> 338     1.2  1   0   1    1    0 61.53959
#> 339     1.2  1   0   1    1    0 70.41705
#> 340     1.2  1   0   1    0    0 59.06773
#> 341     1.2  1   0   1    1    1 61.94551
#> 342     1.2  1   0   1    1    1 62.88191
#> 343     1.2  1   0   1    1    1 58.18186
#> 344     1.2  1   0   1    0    0 62.92338
#> 345     1.2  1   0   1    0    1 67.10611
#> 346     1.2  1   0   1    1    1 60.90526
#> 347     1.2  1   0   1    0    0 62.78460
#> 348     1.2  1   0   1    0    1 66.66266
#> 349     1.2  1   0   1    0    1 61.70938
#> 350     1.2  1   0   1    0    0 61.29048
#> 351     1.2  1   0   1    1    0 60.85660
#> 352     1.2  1   0   1    1    1 62.33291
#> 353     1.2  1   0   1    1    1 61.51165
#> 354     1.2  1   0   1    1    0 63.74286
#> 355     1.2  1   0   1    0    0 55.91672
#> 356     1.2  1   0   1    1    1 63.44515
#> 357     1.2  1   0   1    0    0 67.13457
#> 358     1.2  1   0   1    0    1 57.26618
#> 359     1.2  1   0   1    0    1 63.36414
#> 360     1.2  1   0   1    1    1 57.62937
#> 361     1.2  1   0   1    1    0 57.44106
#> 362     1.2  1   0   1    1    0 64.37840
#> 363     1.2  1   0   1    1    1 62.79933
#> 364     1.2  1   0   1    1    1 65.37543
#> 365     1.2  1   0   1    1    0 63.41998
#> 366     1.2  1   0   1    0    0 64.07525
#> 367     1.2  1   0   1    1    0 64.17602
#> 368     1.2  1   0   1    1    1 59.57272
#> 369     1.2  1   0   1    0    1 65.82125
#> 370     1.2  1   0   1    1    1 65.54416
#> 371     1.2  1   0   1    1    1 63.84440
#> 372     1.2  1   0   1    1    0 63.69694
#> 373     1.2  1   0   1    1    0 65.26635
#> 374     1.2  1   0   1    1    0 61.03149
#> 375     1.2  1   0   1    1    0 67.12140
#> 376     1.2  1   0   0    1    1 68.90612
#> 377     1.2  1   0   0    1    1 54.33345
#> 378     1.2  1   0   0    1    0 60.61279
#> 379     1.2  1   0   0    0    0 62.80556
#> 380     1.2  1   0   0    1    0 71.85607
#> 381     1.2  1   0   0    0    1 62.38109
#> 382     1.2  1   0   0    0    1 58.28900
#> 383     1.2  1   0   0    1    0 61.27265
#> 384     1.2  1   0   0    0    0 61.44724
#> 385     1.2  1   0   0    0    0 60.77479
#> 386     1.2  1   0   0    1    1 64.28652
#> 387     1.2  1   0   0    0    1 63.12478
#> 388     1.2  1   0   0    1    0 63.46987
#> 389     1.2  1   0   0    1    0 62.01705
#> 390     1.2  1   0   0    0    1 63.89031
#> 391     1.2  1   0   0    1    1 65.15549
#> 392     1.2  1   0   0    1    0 61.06753
#> 393     1.2  1   0   0    1    0 62.56705
#> 394     1.2  1   0   0    0    0 59.65811
#> 395     1.2  1   0   0    1    0 64.43443
#> 396     1.2  1   0   0    0    1 65.07029
#> 397     1.2  1   0   0    1    0 65.01281
#> 398     1.2  1   0   0    1    1 61.69460
#> 399     1.2  1   0   0    0    0 63.47494
#> 400     1.2  1   0   0    0    0 53.56325
#> 401     1.2  1   0   0    1    0 61.49548
#> 402     1.2  1   0   0    1    1 65.59425
#> 403     1.2  1   0   0    1    0 64.34901
#> 404     1.2  1   0   0    1    1 61.20291
#> 405     1.2  1   0   0    0    0 55.64956
#> 406     1.2  1   0   0    1    0 60.86975
#> 407     1.2  1   0   0    0    1 60.82900
#> 408     1.2  1   0   0    0    0 57.93436
#> 409     1.2  1   0   0    0    0 58.60164
#> 410     1.2  1   0   0    0    0 65.21720
#> 411     1.2  1   0   0    1    1 62.32270
#> 412     1.2  1   0   0    0    0 62.22540
#> 413     1.2  1   0   0    1    0 59.70670
#> 414     1.2  1   0   0    0    1 62.52630
#> 415     1.2  1   0   0    0    0 58.45253
#> 416     1.2  1   0   0    1    1 62.00496
#> 417     1.2  1   0   0    1    0 56.37278
#> 418     1.2  1   0   0    0    0 67.96389
#> 419     1.2  1   0   0    1    0 63.30963
#> 420     1.2  1   0   0    1    1 62.07317
#> 421     1.2  1   0   0    0    1 59.68043
#> 422     1.2  1   0   0    1    1 56.57452
#> 423     1.2  1   0   0    0    1 50.23658
#> 424     1.2  1   0   0    0    0 63.46009
#> 425     1.2  1   0   0    0    0 61.92186
#> 426     1.2  1   0   0    0    1 56.64124
#> 427     1.2  1   0   0    1    1 66.25901
#> 428     1.2  1   0   0    1    0 61.23677
#> 429     1.2  1   0   0    0    0 54.24929
#> 430     1.2  1   0   0    1    1 63.55610
#> 431     1.2  1   0   0    0    1 61.36573
#> 432     1.2  1   0   0    0    1 56.23398
#> 433     1.2  1   0   0    0    1 55.32960
#> 434     1.2  1   0   0    0    0 61.70108
#> 435     1.2  1   0   0    1    0 65.83480
#> 436     1.2  1   0   0    0    0 59.40429
#> 437     1.2  1   0   0    1    1 56.61369
#> 438     1.2  1   0   0    0    0 59.78501
#> 439     1.2  1   0   0    0    1 56.90886
#> 440     1.2  1   0   0    0    1 63.02619
#> 441     1.2  1   0   0    1    1 60.87915
#> 442     1.2  1   0   0    1    1 64.14314
#> 443     1.2  1   0   0    1    1 58.39542
#> 444     1.2  1   0   0    1    0 63.13385
#> 445     1.2  1   0   0    0    1 58.58919
#> 446     1.2  1   0   0    1    1 62.57363
#> 447     1.2  1   0   0    0    1 59.67130
#> 448     1.2  1   0   0    0    1 60.65602
#> 449     1.2  1   0   0    1    1 59.08466
#> 450     1.2  1   0   0    0    0 67.21842
#> 451     1.2  1   0   0    0    1 66.43982
#> 452     1.2  1   0   0    1    1 61.18472
#> 453     1.2  1   0   0    0    1 65.57469
#> 454     1.2  1   0   0    0    0 63.11798
#> 455     1.2  1   0   0    1    0 60.20283
#> 456     1.2  1   0   0    0    1 61.16723
#> 457     1.2  1   0   0    0    0 66.93728
#> 458     1.2  1   0   0    0    0 61.51603
#> 459     1.2  1   0   0    1    0 60.56672
#> 460     1.2  1   0   0    1    1 64.08305
#> 461     1.2  1   0   0    1    1 64.81478
#> 462     1.2  1   0   0    1    1 67.73029
#> 463     1.2  1   0   0    1    1 62.82215
#> 464     1.2  1   0   0    0    1 60.13440
#> 465     1.2  1   0   0    0    0 64.59583
#> 466     1.2  1   0   0    1    0 67.12985
#> 467     1.2  1   0   0    0    0 63.09819
#> 468     1.2  1   0   0    1    1 55.82789
#> 469     1.2  1   0   0    1    1 65.28845
#> 470     1.2  1   0   0    1    1 66.28942
#> 471     1.2  1   0   0    0    1 66.31061
#> 472     1.2  1   0   0    0    0 57.06489
#> 473     1.2  1   0   0    0    1 67.00832
#> 474     1.2  1   0   0    0    0 57.80907
#> 475     1.2  1   0   0    0    0 66.04675
#> 476     1.2  1   0   0    1    1 64.55211
#> 477     1.2  1   0   0    0    0 60.04011
#> 478     1.2  1   0   0    0    0 64.89014
#> 479     1.2  1   0   0    0    0 62.22700
#> 480     1.2  1   0   0    0    0 58.93817
#> 481     1.2  1   0   0    0    0 62.46578
#> 482     1.2  1   0   0    0    1 61.01440
#> 483     1.2  1   0   0    1    0 60.87850
#> 484     1.2  1   0   0    1    1 64.49636
#> 485     1.2  1   0   0    1    1 59.70640
#> 486     1.2  1   0   0    0    1 62.77306
#> 487     1.2  1   0   0    0    0 63.73697
#> 488     1.2  1   0   0    0    0 65.14121
#> 489     1.2  1   0   0    0    0 62.68835
#> 490     1.2  1   0   0    0    1 63.54529
#> 491     1.2  1   0   0    1    0 64.01371
#> 492     1.2  1   0   0    1    1 62.17422
#> 493     1.2  1   0   0    0    0 60.90488
#> 494     1.2  1   0   0    1    1 64.64353
#> 495     1.2  1   0   0    1    1 66.07653
#> 496     1.2  1   0   0    0    1 64.72033
#> 497     1.2  1   0   0    1    1 60.24108
#> 498     1.2  1   0   0    0    1 66.20381
#> 499     1.2  1   0   0    1    1 62.57042
#> 500     1.2  1   0   0    0    1 67.13596
#> 501     1.2  1   0   0    1    0 59.35639
#> 502     1.2  1   0   0    1    0 61.62126
#> 503     1.2  1   0   0    1    1 61.99606
#> 504     1.2  1   0   0    1    1 64.10118
#> 505     1.2  1   0   0    1    0 62.23400
#> 506     1.2  1   0   0    0    1 61.46412
#> 507     1.2  1   0   0    0    1 55.71488
#> 508     1.2  1   0   0    0    1 60.39362
#> 509     1.2  1   0   0    1    0 60.36882
#> 510     1.2  1   0   0    1    1 62.97148
#> 511     1.2  1   0   0    1    1 59.83717
#> 512     1.2  1   0   0    0    1 59.58208
#> 513     1.2  1   0   0    1    1 55.26864
#> 514     1.2  1   0   0    1    1 64.20132
#> 515     1.2  1   0   0    0    1 56.51828
#>