BIOS6001 Topics in Linear Models

This course will cover advanced statistical modeling techniques for use with complex datasets. Topics will include Poisson and Negative Binomial regression for count outcomes, repeated measures ANOVA, GEE models and multilevel models for longitudinal data, and multilevel models for clustered data.

WK Topic Teaching format Duration
1 Advanced Logistic Regression Models LT 3h
2 Poisson and Negative Binomial Regression LT 3h
3 Longitudinal Data Analysis I






4 Longitudinal Data Analysis – Computing LT 3h
5 Multilevel Modeling I LT 3h
6 Multilevel Modeling II


LT 3h
7 Multilevel Modeling – Computing LT



8 Final Exam LT