**Lecture 4: Exponential family of distributions and ...**

Mean and (canonical) link functions Convexity of log partition function Generalized linear model (GLM) Various GLM models 1 Exponential family of distributions In this section, we study a family of probability distribution called the exponential family (of distributions). It is of a special form, but most, if not all, of the well known probability distributions belong to this class. 1. 1.1 De ...

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