From: A neural network analysis of Lifeways cross-generation imputed data
Imputation method | Prediction rule mse | Mse sd | \(R^2\) |
---|---|---|---|
Neural network | |||
 PCA | 2.3271 | 0.0854 | 22.23 |
 MICE and PMM | 2.1106 | 0.1181 | 29.46 |
 MICE and NORM | 2.2938 | 0.0965 | 23.34 |
 Reduction method | 2.1662 | 1.0207 | 27.60 |
Linear model | |||
 PCA | 2.7083 | 0.0467 | 9.50 |
 MICE and PMM | 2.5674 | 0.0980 | 14.20 |
 MICE and NORM | 2.6367 | 0.0780 | 11.88 |
 Reduction method | 2.3033 | 0.9625 | 23.02 |