![[Stable]](figures/lifecycle-stable.svg)
Generates an data.frame with subject-specific covariate data from an NPAG or IT2B object
Value
The output of makeCov is a dataframe of class PMcov,
which has the following columns:
- id
Subject identification
- time
Times of covariate observations
- covnames...
Columns with each covariate observations in the dataset for each subject and
time- parnames...
Columns with each parameter in the model and the
icensummary for each subject, replicated as necessary for covariate observation times and duplicated for Bayesian parameter means and medians- icen
The type of summarized Bayesian posterior individual parameter values: mean or median.
Details
For each subject, makeCov extracts covariate information and Bayesian posterior parameter estimates.
This output of this function is suitable for exploration of covariate-parameter, covariate-time, or parameter-time relationships.
Examples
library(PmetricsData)
cov <- makeCov(NPex$NPdata)
cov
#> id time wt africa age gender height block Ka Ke V
#> 1 1 0 46.7 1 21 1 160 1 0.4401920 0.02461670 66.38820
#> 2 1 24 46.7 1 21 1 160 1 0.4401920 0.02461670 66.38820
#> 3 1 48 46.7 1 21 1 160 1 0.4401920 0.02461670 66.38820
#> 4 1 72 46.7 1 21 1 160 1 0.4401920 0.02461670 66.38820
#> 5 1 96 46.7 1 21 1 160 1 0.4401920 0.02461670 66.38820
#> 6 1 120 46.7 1 21 1 160 1 0.4401920 0.02461670 66.38820
#> 7 2 0 66.5 1 30 1 174 1 0.7386130 0.03981780 119.46900
#> 8 2 24 66.5 1 30 1 174 1 0.7386130 0.03981780 119.46900
#> 9 2 48 66.5 1 30 1 174 1 0.7386130 0.03981780 119.46900
#> 10 2 72 66.5 1 30 1 174 1 0.7386130 0.03981780 119.46900
#> 11 2 96 66.5 1 30 1 174 1 0.7386130 0.03981780 119.46900
#> 12 2 120 66.5 1 30 1 174 1 0.7386130 0.03981780 119.46900
#> 13 3 0 46.7 1 24 0 164 1 0.8999440 0.04310270 108.64900
#> 14 3 24 46.7 1 24 0 164 1 0.8999440 0.04310270 108.64900
#> 15 3 48 46.7 1 24 0 164 1 0.8999440 0.04310270 108.64900
#> 16 3 72 46.7 1 24 0 164 1 0.8999440 0.04310270 108.64900
#> 17 3 96 46.7 1 24 0 164 1 0.8999440 0.04310270 108.64900
#> 18 3 120 46.7 1 24 0 164 1 0.8999440 0.04310270 108.64900
#> 19 4 0 50.8 1 25 1 165 1 0.8975500 0.05643070 119.81900
#> 20 4 24 50.8 1 25 1 165 1 0.8975500 0.05643070 119.81900
#> 21 4 48 50.8 1 25 1 165 1 0.8975500 0.05643070 119.81900
#> 22 4 72 50.8 1 25 1 165 1 0.8975500 0.05643070 119.81900
#> 23 4 96 50.8 1 25 1 165 1 0.8975500 0.05643070 119.81900
#> 24 4 120 50.8 1 25 1 165 1 0.8975500 0.05643070 119.81900
#> 25 5 0 65.8 1 22 1 181 1 0.1052730 0.06750580 113.34300
#> 26 5 24 65.8 1 22 1 181 1 0.1052730 0.06750580 113.34300
#> 27 5 48 65.8 1 22 1 181 1 0.1052730 0.06750580 113.34300
#> 28 5 72 65.8 1 22 1 181 1 0.1052730 0.06750580 113.34300
#> 29 5 96 65.8 1 22 1 181 1 0.1052730 0.06750580 113.34300
#> 30 5 120 65.8 1 22 1 181 1 0.1052730 0.06750580 113.34300
#> 31 6 0 65.0 1 23 1 177 1 0.8952370 0.03488310 71.86170
#> 32 6 24 65.0 1 23 1 177 1 0.8952370 0.03488310 71.86170
#> 33 6 48 65.0 1 23 1 177 1 0.8952370 0.03488310 71.86170
#> 34 6 72 65.0 1 23 1 177 1 0.8952370 0.03488310 71.86170
#> 35 6 96 65.0 1 23 1 177 1 0.8952370 0.03488310 71.86170
#> 36 6 120 65.0 1 23 1 177 1 0.8952370 0.03488310 71.86170
#> 37 7 0 51.7 1 27 0 161 1 0.2151980 0.08328360 35.22430
#> 38 7 24 51.7 1 27 0 161 1 0.2151980 0.08328360 35.22430
#> 39 7 48 51.7 1 27 0 161 1 0.2151980 0.08328360 35.22430
#> 40 7 72 51.7 1 27 0 161 1 0.2151980 0.08328360 35.22430
#> 41 7 96 51.7 1 27 0 161 1 0.2151980 0.08328360 35.22430
#> 42 7 120 51.7 1 27 0 161 1 0.2151980 0.08328360 35.22430
#> 43 8 0 51.2 1 22 1 163 1 0.8954940 0.03488820 71.84660
#> 44 8 24 51.2 1 22 1 163 1 0.8954940 0.03488820 71.84660
#> 45 8 48 51.2 1 22 1 163 1 0.8954940 0.03488820 71.84660
#> 46 8 72 51.2 1 22 1 163 1 0.8954940 0.03488820 71.84660
#> 47 8 96 51.2 1 22 1 163 1 0.8954940 0.03488820 71.84660
#> 48 8 120 51.2 1 22 1 163 1 0.8954940 0.03488820 71.84660
#> 49 9 0 55.0 1 23 1 174 1 0.7900420 0.04394170 101.75200
#> 50 9 24 55.0 1 23 1 174 1 0.7900420 0.04394170 101.75200
#> 51 9 48 55.0 1 23 1 174 1 0.7900420 0.04394170 101.75200
#> 52 9 72 55.0 1 23 1 174 1 0.7900420 0.04394170 101.75200
#> 53 9 96 55.0 1 23 1 174 1 0.7900420 0.04394170 101.75200
#> 54 9 120 55.0 1 23 1 174 1 0.7900420 0.04394170 101.75200
#> 55 10 0 52.1 1 32 1 163 1 0.6557700 0.06158980 61.68820
#> 56 10 24 52.1 1 32 1 163 1 0.6557700 0.06158980 61.68820
#> 57 10 48 52.1 1 32 1 163 1 0.6557700 0.06158980 61.68820
#> 58 10 72 52.1 1 32 1 163 1 0.6557700 0.06158980 61.68820
#> 59 10 96 52.1 1 32 1 163 1 0.6557700 0.06158980 61.68820
#> 60 10 120 52.1 1 32 1 163 1 0.6557700 0.06158980 61.68820
#> 61 11 0 56.5 1 34 1 165 1 0.5832140 0.06832280 73.10840
#> 62 11 24 56.5 1 34 1 165 1 0.5832140 0.06832280 73.10840
#> 63 11 48 56.5 1 34 1 165 1 0.5832140 0.06832280 73.10840
#> 64 11 72 56.5 1 34 1 165 1 0.5832140 0.06832280 73.10840
#> 65 11 96 56.5 1 34 1 165 1 0.5832140 0.06832280 73.10840
#> 66 11 120 56.5 1 34 1 165 1 0.5832140 0.06832280 73.10840
#> 67 12 0 47.9 1 54 0 160 1 0.4700940 0.03068550 91.86540
#> 68 12 24 47.9 1 54 0 160 1 0.4700940 0.03068550 91.86540
#> 69 12 48 47.9 1 54 0 160 1 0.4700940 0.03068550 91.86540
#> 70 12 72 47.9 1 54 0 160 1 0.4700940 0.03068550 91.86540
#> 71 12 96 47.9 1 54 0 160 1 0.4700940 0.03068550 91.86540
#> 72 12 120 47.9 1 54 0 160 1 0.4700940 0.03068550 91.86540
#> 73 13 0 60.5 1 24 1 180 1 0.2151980 0.08328370 35.22430
#> 74 13 24 60.5 1 24 1 180 1 0.2151980 0.08328370 35.22430
#> 75 13 48 60.5 1 24 1 180 1 0.2151980 0.08328370 35.22430
#> 76 13 72 60.5 1 24 1 180 1 0.2151980 0.08328370 35.22430
#> 77 13 96 60.5 1 24 1 180 1 0.2151980 0.08328370 35.22430
#> 78 13 120 60.5 1 24 1 180 1 0.2151980 0.08328370 35.22430
#> 79 14 0 59.2 1 26 1 174 1 0.5552420 0.04390390 117.83800
#> 80 14 24 59.2 1 26 1 174 1 0.5552420 0.04390390 117.83800
#> 81 14 48 59.2 1 26 1 174 1 0.5552420 0.04390390 117.83800
#> 82 14 72 59.2 1 26 1 174 1 0.5552420 0.04390390 117.83800
#> 83 14 96 59.2 1 26 1 174 1 0.5552420 0.04390390 117.83800
#> 84 14 120 59.2 1 26 1 174 1 0.5552420 0.04390390 117.83800
#> 85 15 0 43.0 1 19 0 150 1 0.7957240 0.03421020 72.19660
#> 86 15 24 43.0 1 19 0 150 1 0.7957240 0.03421020 72.19660
#> 87 15 48 43.0 1 19 0 150 1 0.7957240 0.03421020 72.19660
#> 88 15 72 43.0 1 19 0 150 1 0.7957240 0.03421020 72.19660
#> 89 15 96 43.0 1 19 0 150 1 0.7957240 0.03421020 72.19660
#> 90 15 120 43.0 1 19 0 150 1 0.7957240 0.03421020 72.19660
#> 91 16 0 64.4 1 25 1 173 1 0.7529810 0.03529900 89.67020
#> 92 16 24 64.4 1 25 1 173 1 0.7529810 0.03529900 89.67020
#> 93 16 48 64.4 1 25 1 173 1 0.7529810 0.03529900 89.67020
#> 94 16 72 64.4 1 25 1 173 1 0.7529810 0.03529900 89.67020
#> 95 16 96 64.4 1 25 1 173 1 0.7529810 0.03529900 89.67020
#> 96 16 120 64.4 1 25 1 173 1 0.7529810 0.03529900 89.67020
#> 97 17 0 54.8 1 23 1 170 1 0.8913430 0.07341410 63.31680
#> 98 17 24 54.8 1 23 1 170 1 0.8913430 0.07341410 63.31680
#> 99 17 48 54.8 1 23 1 170 1 0.8913430 0.07341410 63.31680
#> 100 17 72 54.8 1 23 1 170 1 0.8913430 0.07341410 63.31680
#> 101 17 96 54.8 1 23 1 170 1 0.8913430 0.07341410 63.31680
#> 102 17 120 54.8 1 23 1 170 1 0.8913430 0.07341410 63.31680
#> 103 18 0 44.3 1 20 0 164 1 0.8946330 0.02319190 75.92770
#> 104 18 24 44.3 1 20 0 164 1 0.8946330 0.02319190 75.92770
#> 105 18 48 44.3 1 20 0 164 1 0.8946330 0.02319190 75.92770
#> 106 18 72 44.3 1 20 0 164 1 0.8946330 0.02319190 75.92770
#> 107 18 96 44.3 1 20 0 164 1 0.8946330 0.02319190 75.92770
#> 108 18 120 44.3 1 20 0 164 1 0.8946330 0.02319190 75.92770
#> 109 19 0 50.0 1 36 1 168 1 0.6575970 0.06211690 30.98520
#> 110 19 24 50.0 1 36 1 168 1 0.6575970 0.06211690 30.98520
#> 111 19 48 50.0 1 36 1 168 1 0.6575970 0.06211690 30.98520
#> 112 19 72 50.0 1 36 1 168 1 0.6575970 0.06211690 30.98520
#> 113 19 96 50.0 1 36 1 168 1 0.6575970 0.06211690 30.98520
#> 114 19 120 50.0 1 36 1 168 1 0.6575970 0.06211690 30.98520
#> 115 20 0 59.0 1 31 1 170 1 0.2151980 0.08328370 35.22430
#> 116 20 24 59.0 1 31 1 170 1 0.2151980 0.08328370 35.22430
#> 117 20 48 59.0 1 31 1 170 1 0.2151980 0.08328370 35.22430
#> 118 20 72 59.0 1 31 1 170 1 0.2151980 0.08328370 35.22430
#> 119 20 96 59.0 1 31 1 170 1 0.2151980 0.08328370 35.22430
#> 120 20 120 59.0 1 31 1 170 1 0.2151980 0.08328370 35.22430
#> 121 1 0 46.7 1 21 1 160 1 0.4320679 0.02425660 66.45764
#> 122 1 24 46.7 1 21 1 160 1 0.4320679 0.02425660 66.45764
#> 123 1 48 46.7 1 21 1 160 1 0.4320679 0.02425660 66.45764
#> 124 1 72 46.7 1 21 1 160 1 0.4320679 0.02425660 66.45764
#> 125 1 96 46.7 1 21 1 160 1 0.4320679 0.02425660 66.45764
#> 126 1 120 46.7 1 21 1 160 1 0.4320679 0.02425660 66.45764
#> 127 2 0 66.5 1 30 1 174 1 0.7438061 0.03914022 119.52708
#> 128 2 24 66.5 1 30 1 174 1 0.7438061 0.03914022 119.52708
#> 129 2 48 66.5 1 30 1 174 1 0.7438061 0.03914022 119.52708
#> 130 2 72 66.5 1 30 1 174 1 0.7438061 0.03914022 119.52708
#> 131 2 96 66.5 1 30 1 174 1 0.7438061 0.03914022 119.52708
#> 132 2 120 66.5 1 30 1 174 1 0.7438061 0.03914022 119.52708
#> 133 3 0 46.7 1 24 0 164 1 0.8960000 0.04307500 108.75000
#> 134 3 24 46.7 1 24 0 164 1 0.8960000 0.04307500 108.75000
#> 135 3 48 46.7 1 24 0 164 1 0.8960000 0.04307500 108.75000
#> 136 3 72 46.7 1 24 0 164 1 0.8960000 0.04307500 108.75000
#> 137 3 96 46.7 1 24 0 164 1 0.8960000 0.04307500 108.75000
#> 138 3 120 46.7 1 24 0 164 1 0.8960000 0.04307500 108.75000
#> 139 4 0 50.8 1 25 1 165 1 0.8959996 0.05594505 119.54995
#> 140 4 24 50.8 1 25 1 165 1 0.8959996 0.05594505 119.54995
#> 141 4 48 50.8 1 25 1 165 1 0.8959996 0.05594505 119.54995
#> 142 4 72 50.8 1 25 1 165 1 0.8959996 0.05594505 119.54995
#> 143 4 96 50.8 1 25 1 165 1 0.8959996 0.05594505 119.54995
#> 144 4 120 50.8 1 25 1 165 1 0.8959996 0.05594505 119.54995
#> 145 5 0 65.8 1 22 1 181 1 0.1040173 0.06782285 113.25195
#> 146 5 24 65.8 1 22 1 181 1 0.1040173 0.06782285 113.25195
#> 147 5 48 65.8 1 22 1 181 1 0.1040173 0.06782285 113.25195
#> 148 5 72 65.8 1 22 1 181 1 0.1040173 0.06782285 113.25195
#> 149 5 96 65.8 1 22 1 181 1 0.1040173 0.06782285 113.25195
#> 150 5 120 65.8 1 22 1 181 1 0.1040173 0.06782285 113.25195
#> 151 6 0 65.0 1 23 1 177 1 0.8959943 0.03515430 71.85063
#> 152 6 24 65.0 1 23 1 177 1 0.8959943 0.03515430 71.85063
#> 153 6 48 65.0 1 23 1 177 1 0.8959943 0.03515430 71.85063
#> 154 6 72 65.0 1 23 1 177 1 0.8959943 0.03515430 71.85063
#> 155 6 96 65.0 1 23 1 177 1 0.8959943 0.03515430 71.85063
#> 156 6 120 65.0 1 23 1 177 1 0.8959943 0.03515430 71.85063
#> 157 7 0 51.7 1 27 0 161 1 0.2160000 0.08366500 34.95000
#> 158 7 24 51.7 1 27 0 161 1 0.2160000 0.08366500 34.95000
#> 159 7 48 51.7 1 27 0 161 1 0.2160000 0.08366500 34.95000
#> 160 7 72 51.7 1 27 0 161 1 0.2160000 0.08366500 34.95000
#> 161 7 96 51.7 1 27 0 161 1 0.2160000 0.08366500 34.95000
#> 162 7 120 51.7 1 27 0 161 1 0.2160000 0.08366500 34.95000
#> 163 8 0 51.2 1 22 1 163 1 0.8959968 0.03515465 71.85031
#> 164 8 24 51.2 1 22 1 163 1 0.8959968 0.03515465 71.85031
#> 165 8 48 51.2 1 22 1 163 1 0.8959968 0.03515465 71.85031
#> 166 8 72 51.2 1 22 1 163 1 0.8959968 0.03515465 71.85031
#> 167 8 96 51.2 1 22 1 163 1 0.8959968 0.03515465 71.85031
#> 168 8 120 51.2 1 22 1 163 1 0.8959968 0.03515465 71.85031
#> 169 9 0 55.0 1 23 1 174 1 0.7919535 0.04406497 101.55520
#> 170 9 24 55.0 1 23 1 174 1 0.7919535 0.04406497 101.55520
#> 171 9 48 55.0 1 23 1 174 1 0.7919535 0.04406497 101.55520
#> 172 9 72 55.0 1 23 1 174 1 0.7919535 0.04406497 101.55520
#> 173 9 96 55.0 1 23 1 174 1 0.7919535 0.04406497 101.55520
#> 174 9 120 55.0 1 23 1 174 1 0.7919535 0.04406497 101.55520
#> 175 10 0 52.1 1 32 1 163 1 0.6560165 0.06188295 61.95186
#> 176 10 24 52.1 1 32 1 163 1 0.6560165 0.06188295 61.95186
#> 177 10 48 52.1 1 32 1 163 1 0.6560165 0.06188295 61.95186
#> 178 10 72 52.1 1 32 1 163 1 0.6560165 0.06188295 61.95186
#> 179 10 96 52.1 1 32 1 163 1 0.6560165 0.06188295 61.95186
#> 180 10 120 52.1 1 32 1 163 1 0.6560165 0.06188295 61.95186
#> 181 11 0 56.5 1 34 1 165 1 0.5840040 0.06782547 72.74957
#> 182 11 24 56.5 1 34 1 165 1 0.5840040 0.06782547 72.74957
#> 183 11 48 56.5 1 34 1 165 1 0.5840040 0.06782547 72.74957
#> 184 11 72 56.5 1 34 1 165 1 0.5840040 0.06782547 72.74957
#> 185 11 96 56.5 1 34 1 165 1 0.5840040 0.06782547 72.74957
#> 186 11 120 56.5 1 34 1 165 1 0.5840040 0.06782547 72.74957
#> 187 12 0 47.9 1 54 0 160 1 0.4641139 0.03021910 91.63719
#> 188 12 24 47.9 1 54 0 160 1 0.4641139 0.03021910 91.63719
#> 189 12 48 47.9 1 54 0 160 1 0.4641139 0.03021910 91.63719
#> 190 12 72 47.9 1 54 0 160 1 0.4641139 0.03021910 91.63719
#> 191 12 96 47.9 1 54 0 160 1 0.4641139 0.03021910 91.63719
#> 192 12 120 47.9 1 54 0 160 1 0.4641139 0.03021910 91.63719
#> 193 13 0 60.5 1 24 1 180 1 0.2160000 0.08366500 34.95000
#> 194 13 24 60.5 1 24 1 180 1 0.2160000 0.08366500 34.95000
#> 195 13 48 60.5 1 24 1 180 1 0.2160000 0.08366500 34.95000
#> 196 13 72 60.5 1 24 1 180 1 0.2160000 0.08366500 34.95000
#> 197 13 96 60.5 1 24 1 180 1 0.2160000 0.08366500 34.95000
#> 198 13 120 60.5 1 24 1 180 1 0.2160000 0.08366500 34.95000
#> 199 14 0 59.2 1 26 1 174 1 0.5520477 0.04406093 117.75206
#> 200 14 24 59.2 1 26 1 174 1 0.5520477 0.04406093 117.75206
#> 201 14 48 59.2 1 26 1 174 1 0.5520477 0.04406093 117.75206
#> 202 14 72 59.2 1 26 1 174 1 0.5520477 0.04406093 117.75206
#> 203 14 96 59.2 1 26 1 174 1 0.5520477 0.04406093 117.75206
#> 204 14 120 59.2 1 26 1 174 1 0.5520477 0.04406093 117.75206
#> 205 15 0 43.0 1 19 0 150 1 0.7999679 0.03416107 71.85822
#> 206 15 24 43.0 1 19 0 150 1 0.7999679 0.03416107 71.85822
#> 207 15 48 43.0 1 19 0 150 1 0.7999679 0.03416107 71.85822
#> 208 15 72 43.0 1 19 0 150 1 0.7999679 0.03416107 71.85822
#> 209 15 96 43.0 1 19 0 150 1 0.7999679 0.03416107 71.85822
#> 210 15 120 43.0 1 19 0 150 1 0.7999679 0.03416107 71.85822
#> 211 16 0 64.4 1 25 1 173 1 0.7519847 0.03515311 89.85172
#> 212 16 24 64.4 1 25 1 173 1 0.7519847 0.03515311 89.85172
#> 213 16 48 64.4 1 25 1 173 1 0.7519847 0.03515311 89.85172
#> 214 16 72 64.4 1 25 1 173 1 0.7519847 0.03515311 89.85172
#> 215 16 96 64.4 1 25 1 173 1 0.7519847 0.03515311 89.85172
#> 216 16 120 64.4 1 25 1 173 1 0.7519847 0.03515311 89.85172
#> 217 17 0 54.8 1 23 1 170 1 0.8959356 0.07375703 62.85724
#> 218 17 24 54.8 1 23 1 170 1 0.8959356 0.07375703 62.85724
#> 219 17 48 54.8 1 23 1 170 1 0.8959356 0.07375703 62.85724
#> 220 17 72 54.8 1 23 1 170 1 0.8959356 0.07375703 62.85724
#> 221 17 96 54.8 1 23 1 170 1 0.8959356 0.07375703 62.85724
#> 222 17 120 54.8 1 23 1 170 1 0.8959356 0.07375703 62.85724
#> 223 18 0 44.3 1 20 0 164 1 0.8959946 0.02327567 76.34939
#> 224 18 24 44.3 1 20 0 164 1 0.8959946 0.02327567 76.34939
#> 225 18 48 44.3 1 20 0 164 1 0.8959946 0.02327567 76.34939
#> 226 18 72 44.3 1 20 0 164 1 0.8959946 0.02327567 76.34939
#> 227 18 96 44.3 1 20 0 164 1 0.8959946 0.02327567 76.34939
#> 228 18 120 44.3 1 20 0 164 1 0.8959946 0.02327567 76.34939
#> 229 19 0 50.0 1 36 1 168 1 0.6560000 0.06188500 31.35000
#> 230 19 24 50.0 1 36 1 168 1 0.6560000 0.06188500 31.35000
#> 231 19 48 50.0 1 36 1 168 1 0.6560000 0.06188500 31.35000
#> 232 19 72 50.0 1 36 1 168 1 0.6560000 0.06188500 31.35000
#> 233 19 96 50.0 1 36 1 168 1 0.6560000 0.06188500 31.35000
#> 234 19 120 50.0 1 36 1 168 1 0.6560000 0.06188500 31.35000
#> 235 20 0 59.0 1 31 1 170 1 0.2160000 0.08366500 34.95000
#> 236 20 24 59.0 1 31 1 170 1 0.2160000 0.08366500 34.95000
#> 237 20 48 59.0 1 31 1 170 1 0.2160000 0.08366500 34.95000
#> 238 20 72 59.0 1 31 1 170 1 0.2160000 0.08366500 34.95000
#> 239 20 96 59.0 1 31 1 170 1 0.2160000 0.08366500 34.95000
#> 240 20 120 59.0 1 31 1 170 1 0.2160000 0.08366500 34.95000
#> lag icen
#> 1 0.55440300 mean
#> 2 0.55440300 mean
#> 3 0.55440300 mean
#> 4 0.55440300 mean
#> 5 0.55440300 mean
#> 6 0.55440300 mean
#> 7 0.02594950 mean
#> 8 0.02594950 mean
#> 9 0.02594950 mean
#> 10 0.02594950 mean
#> 11 0.02594950 mean
#> 12 0.02594950 mean
#> 13 2.09592000 mean
#> 14 2.09592000 mean
#> 15 2.09592000 mean
#> 16 2.09592000 mean
#> 17 2.09592000 mean
#> 18 2.09592000 mean
#> 19 0.68830400 mean
#> 20 0.68830400 mean
#> 21 0.68830400 mean
#> 22 0.68830400 mean
#> 23 0.68830400 mean
#> 24 0.68830400 mean
#> 25 0.01865910 mean
#> 26 0.01865910 mean
#> 27 0.01865910 mean
#> 28 0.01865910 mean
#> 29 0.01865910 mean
#> 30 0.01865910 mean
#> 31 1.99788000 mean
#> 32 1.99788000 mean
#> 33 1.99788000 mean
#> 34 1.99788000 mean
#> 35 1.99788000 mean
#> 36 1.99788000 mean
#> 37 1.79669000 mean
#> 38 1.79669000 mean
#> 39 1.79669000 mean
#> 40 1.79669000 mean
#> 41 1.79669000 mean
#> 42 1.79669000 mean
#> 43 1.99852000 mean
#> 44 1.99852000 mean
#> 45 1.99852000 mean
#> 46 1.99852000 mean
#> 47 1.99852000 mean
#> 48 1.99852000 mean
#> 49 0.88017200 mean
#> 50 0.88017200 mean
#> 51 0.88017200 mean
#> 52 0.88017200 mean
#> 53 0.88017200 mean
#> 54 0.88017200 mean
#> 55 0.80136700 mean
#> 56 0.80136700 mean
#> 57 0.80136700 mean
#> 58 0.80136700 mean
#> 59 0.80136700 mean
#> 60 0.80136700 mean
#> 61 1.33855000 mean
#> 62 1.33855000 mean
#> 63 1.33855000 mean
#> 64 1.33855000 mean
#> 65 1.33855000 mean
#> 66 1.33855000 mean
#> 67 1.02525000 mean
#> 68 1.02525000 mean
#> 69 1.02525000 mean
#> 70 1.02525000 mean
#> 71 1.02525000 mean
#> 72 1.02525000 mean
#> 73 1.79577000 mean
#> 74 1.79577000 mean
#> 75 1.79577000 mean
#> 76 1.79577000 mean
#> 77 1.79577000 mean
#> 78 1.79577000 mean
#> 79 0.28686500 mean
#> 80 0.28686500 mean
#> 81 0.28686500 mean
#> 82 0.28686500 mean
#> 83 0.28686500 mean
#> 84 0.28686500 mean
#> 85 1.05844000 mean
#> 86 1.05844000 mean
#> 87 1.05844000 mean
#> 88 1.05844000 mean
#> 89 1.05844000 mean
#> 90 1.05844000 mean
#> 91 0.68794600 mean
#> 92 0.68794600 mean
#> 93 0.68794600 mean
#> 94 0.68794600 mean
#> 95 0.68794600 mean
#> 96 0.68794600 mean
#> 97 1.17989000 mean
#> 98 1.17989000 mean
#> 99 1.17989000 mean
#> 100 1.17989000 mean
#> 101 1.17989000 mean
#> 102 1.17989000 mean
#> 103 1.76041000 mean
#> 104 1.76041000 mean
#> 105 1.76041000 mean
#> 106 1.76041000 mean
#> 107 1.76041000 mean
#> 108 1.76041000 mean
#> 109 1.92418000 mean
#> 110 1.92418000 mean
#> 111 1.92418000 mean
#> 112 1.92418000 mean
#> 113 1.92418000 mean
#> 114 1.92418000 mean
#> 115 1.79601000 mean
#> 116 1.79601000 mean
#> 117 1.79601000 mean
#> 118 1.79601000 mean
#> 119 1.79601000 mean
#> 120 1.79601000 mean
#> 121 0.54033955 median
#> 122 0.54033955 median
#> 123 0.54033955 median
#> 124 0.54033955 median
#> 125 0.54033955 median
#> 126 0.54033955 median
#> 127 0.02101887 median
#> 128 0.02101887 median
#> 129 0.02101887 median
#> 130 0.02101887 median
#> 131 0.02101887 median
#> 132 0.02101887 median
#> 133 2.10000000 median
#> 134 2.10000000 median
#> 135 2.10000000 median
#> 136 2.10000000 median
#> 137 2.10000000 median
#> 138 2.10000000 median
#> 139 0.69999785 median
#> 140 0.69999785 median
#> 141 0.69999785 median
#> 142 0.69999785 median
#> 143 0.69999785 median
#> 144 0.69999785 median
#> 145 0.02008672 median
#> 146 0.02008672 median
#> 147 0.02008672 median
#> 148 0.02008672 median
#> 149 0.02008672 median
#> 150 0.02008672 median
#> 151 1.97997170 median
#> 152 1.97997170 median
#> 153 1.97997170 median
#> 154 1.97997170 median
#> 155 1.97997170 median
#> 156 1.97997170 median
#> 157 1.81206790 median
#> 158 1.81206790 median
#> 159 1.81206790 median
#> 160 1.81206790 median
#> 161 1.81206790 median
#> 162 1.81206790 median
#> 163 1.97998410 median
#> 164 1.97998410 median
#> 165 1.97998410 median
#> 166 1.97998410 median
#> 167 1.97998410 median
#> 168 1.97998410 median
#> 169 0.89976788 median
#> 170 0.89976788 median
#> 171 0.89976788 median
#> 172 0.89976788 median
#> 173 0.89976788 median
#> 174 0.89976788 median
#> 175 0.82008218 median
#> 176 0.82008218 median
#> 177 0.82008218 median
#> 178 0.82008218 median
#> 179 0.82008218 median
#> 180 0.82008218 median
#> 181 1.33998020 median
#> 182 1.33998020 median
#> 183 1.33998020 median
#> 184 1.33998020 median
#> 185 1.33998020 median
#> 186 1.33998020 median
#> 187 1.01977840 median
#> 188 1.01977840 median
#> 189 1.01977840 median
#> 190 1.01977840 median
#> 191 1.01977840 median
#> 192 1.01977840 median
#> 193 1.81054350 median
#> 194 1.81054350 median
#> 195 1.81054350 median
#> 196 1.81054350 median
#> 197 1.81054350 median
#> 198 1.81054350 median
#> 199 0.29990845 median
#> 200 0.29990845 median
#> 201 0.29990845 median
#> 202 0.29990845 median
#> 203 0.29990845 median
#> 204 0.29990845 median
#> 205 1.05983960 median
#> 206 1.05983960 median
#> 207 1.05983960 median
#> 208 1.05983960 median
#> 209 1.05983960 median
#> 210 1.05983960 median
#> 211 0.70007653 median
#> 212 0.70007653 median
#> 213 0.70007653 median
#> 214 0.70007653 median
#> 215 0.70007653 median
#> 216 0.70007653 median
#> 217 1.18032190 median
#> 218 1.18032190 median
#> 219 1.18032190 median
#> 220 1.18032190 median
#> 221 1.18032190 median
#> 222 1.18032190 median
#> 223 1.77997280 median
#> 224 1.77997280 median
#> 225 1.77997280 median
#> 226 1.77997280 median
#> 227 1.77997280 median
#> 228 1.77997280 median
#> 229 1.94000010 median
#> 230 1.94000010 median
#> 231 1.94000010 median
#> 232 1.94000010 median
#> 233 1.94000010 median
#> 234 1.94000010 median
#> 235 1.81096390 median
#> 236 1.81096390 median
#> 237 1.81096390 median
#> 238 1.81096390 median
#> 239 1.81096390 median
#> 240 1.81096390 median
names(cov)
#> [1] "id" "time" "wt" "africa" "age" "gender" "height" "block"
#> [9] "Ka" "Ke" "V" "lag" "icen"