From: A neural network analysis of Lifeways cross-generation imputed data
Member | Imputation by PCA* | Imputation by MICE and PMM | Imputation by MICE and Norm | ||||||
---|---|---|---|---|---|---|---|---|---|
Estimate | s.e. | p-value | Estimate | s.e. | p-value | Estimate | s.e. | p-value | |
Mother | 0.0614 | 0.0178 | 0.0006 | 0.0519 | 0.0191 | 0.0065 | 0.0549 | 0.0190 | 0.0038 |
Father | 0.0563 | 0.0232 | 0.0155 | 0.0900 | 0.0263 | 0.0006 | 0.0716 | 0.0355 | 0.0438 |
Mgm | 0.0325 | 0.0183 | 0.0757 | 0.0493 | 0.0216 | 0.0224 | 0.0441 | 0.0157 | 0.0049 |
Mgf | 0.0413 | 0.0267 | 0.1212 | 0.0379 | 0.0325 | 0.2430 | 0.0275 | 0.0383 | 0.4703 |
Pgm | 0.0142 | 0.0247 | 0.5635 | 0.0073 | 0.0192 | 0.7023 | 0.0074 | 0.0205 | 0.7171 |
Pgf | 0.0094 | 0.0202 | 0.6424 | − 0.0028 | 0.0528 | 0.9582 | − 0.0155 | 0.0324 | 0.6327 |