Method for Checking Multicollinearity in Logistic Regression Analysis in JASP
As stated in the subject, I am inquiring whether it is possible to assess multicollinearity in logistic regression analysis by checking the Variance Inflation Factor (VIF). While this seems feasible in analyses like ANOVA, I am uncertain if this is supported in the logistic regression analysis section of JASP.
Comments
You absolutely can, under Statistics, check "Multicollinearity Diagnostics":
Also, because the VIF/multicollinearity doesn't depend on the dependent variable, you could also get the VIF/other diagnostics by running e.g. linear regression with some random dependent variable and requesting the multicollinearity diagnostics. This would give you exactly the same numbers.
Thank you for your response. Upon rechecking, I was able to find the item in question. I appreciate your assistance.