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. Author manuscript; available in PMC: 2019 Mar 14.
Published in final edited form as: Comput Stat. 2018 May 15;33(4):1589–603. doi: 10.1007/s00180-018-0813-z

Table 6.

The estimated coefficients before 200 bootstraps (Raw), Standard errors (“S.E.”), relative efficiencies (“RE”) and P value of the estimated coefficients from 200 bootstraps in Model (8)

birthwt wt4mon Wt8mon Wt1yr MatBMI
0.1 0.5 0.9 0.1 0.5 0.9 0.1 0.5 0.9 0.1 0.5 0.9 0.1 0.5 0.9
cc
 Raw 0.110 −0.058 −0.609 0.085 −0.198 −0.484 −0.128 0.145 0.571 0.508 0.650 0.820 0.014 0.049 0.182
 S.E. 0.173 0.108 0.326 0.149 0.122 0.373 0.129 0.181 0.363 0.104 0.117 0.222 0.018 0.012 0.052
 P 0.525 0.591 0.062 0.570 0.105 0.194 0.322 0.422 0.116 0.000 0.000 0.000 0.435 0.000 0.001
IPW
 Raw 0.088 −0.050 −0.561 0.110 −0.248 −0.607 −0.107 0.189 0.674 0.471 0.652 0.814 0.021 0.047 0.184
 S.E. 0.171 0.105 0.388 0.158 0.133 0.427 0.134 0.189 0.411 0.111 0.118 0.243 0.018 0.012 0.055
 P 0.606 0.637 0.148 0.486 0.061 0.155 0.424 0.316 0.101 0.000 0.000 0.001 0.250 0.000 0.001
 RE 103% 104% 71% 89% 85% 76% 93% 92% 78% 87% 99% 84% 96% 99% 90%
MI
 Raw 0.057 −0.051 −0.312 0.122 −0.144 −0.207 −0.083 0.192 0.628 0.499 0.603 0.796 0.024 0.054 0.157
 S.E. 0.111 0.073 0.256 0.104 0.093 0.265 0.103 0.171 0.378 0.084 0.107 0.266 0.015 0.009 0.046
 P 0.607 0.483 0.223 0.242 0.122 0.434 0.421 0.262 0.097 0.000 0.000 0.003 0.101 0.000 0.001
 RE 244% 216% 163% 206% 173% 198% 158% 112% 92% 151% 119% 70% 152% 180% 131%
MIIPW
 Raw 0.075 −0.040 −0.354 0.130 −0.124 −0.146 −0.088 0.153 0.491 0.496 0.615 0.894 0.024 0.057 0.158
 S.E. 0.109 0.075 0.251 0.105 0.094 0.280 0.102 0.167 0.396 0.083 0.105 0.276 0.014 0.009 0.045
 P 0.493 0.591 0.159 0.217 0.189 0.602 0.388 0.360 0.215 0.000 0.000 0.001 0.094 0.000 0.000
 RE 251% 205% 169% 202% 169% 178% 162% 118% 84% 157% 123% 65% 154% 187% 134%
FI
 Raw 0.090 −0.038 −0.377 0.120 −0.139 −0.124 −0.129 0.194 0.490 0.529 0.596 0.877 0.024 0.055 0.157
 S.E. 0.111 0.075 0.248 0.103 0.097 0.267 0.110 0.180 0.390 0.087 0.111 0.269 0.014 0.009 0.045
 P 0.418 0.613 0.129 0.245 0.152 0.642 0.239 0.280 0.209 0.000 0.000 0.001 0.103 0.000 0.000
 RE 245% 207% 173% 210% 160% 195% 139% 102% 86% 142% 111% 68% 155% 185% 137%
FIIPW
 Raw 0.069 −0.047 −0.375 0.120 −0.140 −0.161 −0.108 0.188 0.572 0.519 0.603 0.829 0.023 0.055 0.159
 S.E. 0.110 0.075 0.248 0.103 0.098 0.270 0.107 0.180 0.403 0.085 0.110 0.274 0.014 0.009 0.045
 P 0.529 0.536 0.130 0.245 0.154 0.550 0.312 0.297 0.156 0.000 0.000 0.003 0.116 0.000 0.000
 RE 50% 204% 173% 211% 156% 190% 146% 101% 81% 150% 113% 66% 155% 191% 138%

RE is defined as the ratio between the estimated variances of the CC estimator and the other estimators. The variables birthwt, wt4mon, wt8mon, wt1yr and MatBMI stand for baby’s birth weight, baby’s 4-month weight, baby’s 8-month weight, baby’s 1-year weight and mother’s pregnancy BMI respectively. CC, IPW, FI, FIIPW, MI and MIIPW are imputation approaches