Advanced Topics in Linear Models

Course Type: 
STT
Code: 
7620
Level: 
Graduate
Credit Hours: 
3
Schedule Type: 
Lecture
Description: 

The generalized linear model. Logistic and Poisson regression, multinomial responses, log-linear models and contingency tables. Maximum likelihood estimation. Model selection, diagnostics. Generalized linear mixed effects models and repeated measurements. Computer software is used to analyze the data sets. Department Managed Prerequisite(s): (Graduate level STT 6620 Minimum Grade of D and Graduate level STT 6660 Minimum Grade of D)

Restrictions: 
Must be enrolled in one of the following Levels: Graduate, Medical, Professional.