MAT 4382 Generalized Linear Models
3 units
Mathematics
Faculty of Science
Exponential family of distributions. Likelihood ratio, Wald and score tests. Model building and assessment including: deviance, goodness-of-fit, prediction and classification, multi-collinearity. Logistic regression. Poisson regression, overdispersion. Log-linear models. Additional topics in generalized linear models chosen by the instructor. Analysis of data using statistical software packages.
Components:
Lecture
Requirements:
Prerequisite: MAT 3375 .
Previously Offered Terms:
Winter
French Equivalent:
No survey data.