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Table 1 Evaluation of regression model fit after inflection point determination

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

P-value

Inflection point of TDB

  Mild HS

    Late-gestation

1914.00

109.66

0.01

    Mid-gestation

1899.00

46.49

0.02

    Non-pregnant

1589.50

47.83

< 0.01

  Moderate HS

    Late-gestation

–28.90

0.03

0.04

    Mid-gestation

–46.20

0.03

0.02

    Non-pregnant

76.00

0.06

0.01

  Severe HS

    Late-gestation

–28.90

0.03

0.03

    Mid-gestation

–46.20

0.03

< 0.01

    Non-pregnant

76.00

0.06

0.01

TDB minus TDB breakpoint

  Mild HS

    Late-gestation

1888.80

88.17

0.04

    Mid-gestation

1851.40

45.57

0.04

    Non-pregnant

1542.20

42.90

0.02

  Moderate HS

    Late-gestation

–52.30

0.02

< 0.01

    Mid-gestation

–57.80

0.03

0.02

    Non-pregnant

42.40

0.05

0.03

  Severe HS

    Late-gestation

–41.50

0.01

0.01

    Mid-gestation

–69.70

0.02

0.04

    Non-pregnant

38.30

0.04

0.04

Inflection point of DP

  Mild HS

    Late-gestation

1918.10

106.99

< 0.01

    Mid-gestation

1889.00

44.07

< 0.01

    Non-pregnant

ND

ND

0.67

  Moderate HS

    Late-gestation

–33.20

0.03

0.01

    Mid-gestation

–53.30

0.03

0.02

    Non-pregnant

ND

ND

0.21

  Severe HS

    Late-gestation

–41.50

0.01

< 0.01

    Mid-gestation

–69.70

0.02

< 0.01

    Non-pregnant

ND

ND

0.22

DP minus DP breakpoint

  Mild HS

    Late-gestation

1855.60

84.38

0.03

    Mid-gestation

1823.90

21.67

0.02

    Non-pregnant

ND

ND

0.54

  Moderate HS

    Late-gestation

–59.00

0.02

< 0.01

    Mid-gestation

–65.60

0.03

< 0.01

    Non-pregnant

ND

ND

0.87

  Severe HS

    Late-gestation

–66.90

0.01

0.01

    Mid-gestation

–70.40

0.01

0.02

    Non-pregnant

ND

ND

0.43

  1. TDB Dry bulb temperature, HS Heat stress, DP Dew point, ND Not determined