uwloo

STAT 831Generalized Linear Models and Applications

Units
0.50
Level
Graduate
Faculty
Mathematics
Subject
Statistics

STAT 831 as listed in the Spring 2025 Graduate Calendar. The main page has the current version, when it runs, and seats.

Review of normal linear regression and maximum likelihood estimation. Computational methods, including Newton-Raphson and iteratively reweighted least squares. Binomial regression; the role of the link function. Goodness-of-fit, goodness-of-link, leverage. Poisson regression models. Generalized linear models. Other topics in regression modelling.

Prerequisites

None listed.

Antirequisites

  • Not completed nor concurrently enrolled in:

Leads to

Check it elsewhere for Spring 2025

Calendar versions

Graduate Calendar

Older Graduate Calendars

In 42 terms, Fall 2006 to Winter 2024