This course provides an introduction to longitudinal and clustered data. Topics include the basic concepts of longitudinal data, linear models for longitudinal data, generalized linear models and salient features, generalized estimating equations, generalized linear mixed effects models, missing data and dropouts, sample size and power, repeated measures, and multilevel linear models.
Rochani, Haresh, "BIOS 9333 – Applied Longitudinal Data Analysis" (2015). Jiann-Ping Hsu College of Public Health Syllabi. 29.