STT 7620 - Advanced Topics in Linear Models

Credit Hour(s): 3
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.

Level: Graduate
Schedule Type(s): Lecture