MAT 4382 Generalized Linear Models
3 crédits
Mathematiques
Faculte des sciences
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.
Volet:
Cours magistral
Exigences:
Prerequisite: MAT 3375 .
Terme proposées précédemment:
Hiver
Équivalent Français:
Pas de données d'enquête.