Statistics, Data Science, Analytics, Business Intelligence, Machine Learning.
assumption: log transform: ln(y) = Xβ + ε. Conditional distribution of y is lognormal. log link: ln(y + ε) = Xβ. Conditional distribution of y is normal. In log transform, exp(fitted) isn’t the predicted mean but the mode. Neither is better than the other: they make different assumptions. Link