STATS 4C03/6C03, Fall 2017
GENERALIZED LINEAR MODELS
Normal linear model, exponential family, iteratively-reweighted least squares, logistic regression, Poisson regression and log-linear models, other families of GLM’s, analysis of deviance and model checking, residual analysis.
Three lectures; one term
Prerequisite(s): STATS 3A03 or 4B03; and STATS 3D03
INSTRUCTOR: R. Viveros