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.
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