Data Science, Machine Learning, Regression, Generalized Linear Model.
case in real world data sets, one needs to apply a suitable transformation to both y and X so as to make the relationship linear and at same time stabilize the variance and normalize the errors. The square root and the logarithm transformations are commonly used for achieving these effects as