Courses / Module

Toggle Print

Module GENERALISED LINEAR MODELS

Module code: ST634
Credits: 5
Semester: 2
Department: MATHEMATICS AND STATISTICS
International: Yes
Overview Overview
 

Overview
--------
Transformation of response and predictors, Box-Cox method, variance stabilizing transformation. Collinearity and variance inflation factors. Model selection: forwards, backwards and stepwise. All possible regressions, Mallow's Cp and PRESS.
Categorical data methods. Generalized linear models, exponential families. Logistic regression for binary responses and Binomial counts. Loglinear models for Poisson counts, two- and three-way tables.


ST634 is equivalent to ST304 (i.e. lectures and tutorials as for ST304).

Open Learning Outcomes
 
Open Teaching & Learning methods
 
Open Assessment
 
Open Repeat options
 
Open Pre-Requisites
 
Open Timetable
 
Back to top Powered by MDAL Framework © 2019
V5.2.0 - Powered by MDAL Framework © 2019