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BST 570 Generalized Linear Models 4.0 Credits

The objective of this course is to introduce students to generalized linear regression models (theoretical properties, model interpretation and application). Topics include: 1) Review of categorical data and related sampling distributions; 2) Two/Three-way contingency tables; 3) logistic regression and Poisson regression; 4) loglinear models for contingency tables; 5) generalized linear mixed models for categorical responses; 6) principles of MLE in generalized linear model.

College/Department: Dornsife School of Public Health
Repeat Status: Not repeatable for credit
Prerequisites: BST 569 [Min Grade: B]

Community Health and Prevention PhD

...take EPI 570 and BST 571 , based on Program Director and Department evaluation. BST 555...

Public Health MPH

...II, as well as EPI 570 Introduction to Epidemiology , BST 571 Introduction to Biostatistics , and...

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