From: Predicting hemoglobin levels in whole blood donors using transition models and mixed effects models
Male donors | Female donors | |||||
---|---|---|---|---|---|---|
Model | AIC | BIC | MSPE | AIC | BIC | MSPE |
Linear Regression | 37087.8 | 37127.2 | 4.14 | 35968.9 | 36008.6 | 2.29 |
Mixed Effects | 30524.3 | 30571.6 | 2.90 | 30058.0 | 30113.6 | 1.75 |
AR(1) | 32051.0 | 32098.3 | 3.07 | 31559.1 | 31606.7 | 1.81 |
AR(2) | 30936.4 | 30991.6 | 2.85 | 30664.7 | 30720.3 | 1.73 |
AR(3) | 30471.9 | 30535.0 | 2.78 | 30375.1 | 30438.7 | 1.71 |
AR(4) | 30342.5 | 30413.4 | 2.78 | 30341.7 | 30413.2 | 1.72 |
AR(5) | 30321.4 | 30400.2 | 2.79 | 30325.1 | 30404.5 | 1.72 |