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Table 3 Evaluation of regression model fit

From: A behavior and physiology-based decision support tool to predict thermal comfort and stress in non-pregnant, mid-gestation, and late-gestation sows

Parameter

AIC

Residual variance

Testing sow as random

 Without sow as random

  RR

5855.60

140.51

  TB

815.20

0.19

 With sow as random

  RR

5451.50

67.91

  TB

5.50

0.04

Testing random effects before inflection point

 Random as B0

  RR

   Late-gestation

1962.50

137.98

   Mid-gestation

1968.80

66.30

   Non-pregnant

1692.50

80.62

  TB

   Late-gestation

11.00

0.05

   Mid-gestation

39.00

0.05

   Non-pregnant

110.10

0.08

 Random as B0 and B1

  RR

   Late-gestation

1914.00

109.66

   Mid-gestation

1899.00

46.49

   Non-pregnant

1589.50

47.83

  TB

   Late-gestation

–28.90

0.03

   Mid-gestation

–46.20

0.03

   Non-pregnant

76.00

0.06

  1. RR Respiration rate, TB Body temperature