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STT 7620 - Advanced Topics in Linear ModelsCredit 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 Enrollment Restrictions: Must be enrolled in one of the following Levels: Graduate, Medical, Professional. Level: Graduate Schedule Type(s): Lecture
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