Data Science, Machine Learning, Regression, Generalized Linear Model.
follows: A logarithm transforms a multiplicative relationship to an additive relationship (Image by Author) Unfortunately, none of the available transforms are good at achieving all three effects at the same time, namely making the relation linear, minimizing heteroscedasticity and normalizing the