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Table 4 AIC, BIC, and MSEP values for different models for both genders based on the training data set

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
  1. Note: Lower values of AIC, BIC, and MSEP indicate better model fit.