### How to Identify the Most Important Predictor

Don t Compare P values to Determine Variable Importance The coefficient value doesn t indicate the importance a variable but what about the variable s p value After all we look for low p values to help determine whether the variable should be included in the model in the first place P value calculations incorporate a variety of properties but a measure of importance is not among