Statistics, Data Science, Analytics, Business Intelligence, Machine Learning.
Intuitively, GLM is an algorithm to take a precision-weighted average in a smart way. Diagnostics: Deviance The deviance, -2 log likelihood (+ some constant that’s ignored), should follow a χ² distribution if the model is a good fit. As a rule of thumb, if deviance is too far above the model