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Table 4 Co-linearity statistics of variables added into the model

From: Spatiotemporal distribution of malaria and the association between its epidemic and climate factors in Hainan, China

Variables

Tolerance

VIF

MT 0

0.02

51.02

MT 1

0.02

25.26

MT 2

0.02

47.61

MT 3

0.03

39.79

MaxT 0

0.04

24.24

MaxT 1

0.03

38.42

MaxT 2

0.03

37.78

MaxT 3

0.05

22.01

MinT 0

0.07

14.88

MinT 1

0.06

15.71

MinT 2

0.07

13.95

MinT 3

0.07

14.49

R 0

0.48

2.08

R 1

0.41

2.43

R 2

0.42

2.39

N 1

0.17

5.77

N 2

0.11

8.98

N 3

0.17

5.93

  1. VIF: variance inflation factors for individual variables. Tolerances and VIF are co-linearity statistics that measure the strength of the interrelationships among the variables incorporated into the model for variable selection. If a variable is very closely related to other variables, then the tolerance goes to 0, and the VIF gets very large.
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Malaria Journal

ISSN: 1475-2875

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