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A Demonstration of Why Not to Z-Standardize Values for Logistic Regression

Sebastian Sauer takes us through a demo:

In this post, we’ll investigate the consequence of z-standardizing the predictor variables, and in addition the outcome variable in a simple logistic regression setting.

Do some coefficients change as a result of standardizing the values?

Click through for the example and what z-standardization does to the model.