Sentence examples for using a variance inflation from inspiring English sources

Methods described by Hsieh to account for the loss of power associated with the 2 1 group allocation [ 49], the estimated sample size was further inflated using a variance inflation factor of (VIF = 1.125) resulting in a total estimated sample size of 321; 107 allocated to the print-based group and 214 allocated to the IT-based group.

Secondly, highly collinear features were discarded using a variance inflation factor ( β ^ i < 10 ) [56].

Multicollinearity was tested using a variance inflation factor (VIF).

Multicollinearity among household covariables was assessed using a variance inflation factor and the condition number.

Multicollinearity was evaluated among all independent variables using a variance inflation factor of four.

Variables in the model were assessed for multicollinearity using a variance inflation factor (VIF) and were removed if VIF > 10.

We used a Variance Inflation Factor of 2, which estimates an average cluster size of 2 and within cluster correlation ρ = 1.

The national average for coverage was used as a target value, and the 95% and 99.8% control limits were plotted around it using the asymptotic normal approximation, with a variance inflation factor for extra-binomial variation (details available from NJM).

The potential for multiple colinearity was tested using the variance inflation factor and condition number, in which a variance inflation factor <10 and condition number <30 are desirable (21).

We have calculated the correlation matrix and, additionally, we have performed a multicollinearity test using the Variance Inflation Factor (VIF).

Prior to these analyses, possible multi-colinearity was examined using the variance inflation factor as a diagnostic factor.