Log transform or log link?, or how to move from modeling $\mathbb{E}(\log(y)) = \boldsymbol{X}b$ in favor of $\log(\mathbb{E}(y)) = \boldsymbol{X}b$ using a GLM. A refreshing take on a topic that often gets the non-statistician reader confused.