The Unified Exponential Dispersion Family Framework – Practice Quiz

Unify common regression models through the exponential dispersion family. Identify natural parameters and cumulant functions, derive means and variances, and connect canonical links to linear predictors. Prerequisites: calculus, likelihood, probability distributions and regression. Problems cover Bernoulli, Poisson, Gaussian and Gamma families, with careful attention to support, parameter conventions and grouped observations.

Further reading: GLM reference.