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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.