Table 4 VIF with selected variables.

From: Machine learning and statistical models for analyzing multilevel patent data

Variable

VIF

NumHeaTec

1.78

R &D

5.58

NumHeaPer

2.55

FinSci

5.98

HeaInc

3.40

NumPatHeaPer

1.98