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