Statistics, Data Science, Analytics, Business Intelligence, Machine Learning.
regression to predict E[ln(y)|X], the conditional expectation of a function. Using Gaussian GLM with the log link instead predicts ln(E[y|X]), a function of the conditional expectation. The difference becomes clearer when we see the regression equations with ε following the normal distribution by