Data Science, Machine Learning, Regression, Generalized Linear Model.
the GLM and is denoted by g(.) We illustrate the action of g() as follows: The link function of  (Image by Author) Thus, instead of transforming every single value of y for each x, GLMs transform only the conditional expectation of y for each x. So there is no need to assume that every single value