i have a question about Collinearity and Variance Inflation Factor (VIF). I am working on a new research project and I will be examining the relationship between Categorical (nominal scaled) INDEPENDENT variables (sex, age and regionality) and phonological change. Multicollinearity issue was discussed in many books (Tagliamonte, 2012; Statistics for Linguists: A Step-by-Step Guide for Novices by David Eddington). Yet, all I read pertains to the link between CONTINUOUS INDEPENDENT variables. in this case, we can test the VIF using Faraway package in R-studio.
But, what about logistic regression models with CATEGORICAL independent variables. Is Multicollinearity most likely to occur? should I be worried about it? and if yes, which test(s) should be used measure it?
Hi, Did you have an answer of your question ? i am interrested ++++ Thnaks
Hi Haroun Melgani ,
Did you find your answer of your question?
I am facing the same problem.
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