Longitudinal Data Analytics

3 Hours

Examine methods for analyzing data collected over time, including linear mixed-effects models, generalized linear models, autoregressive models, and survival analysis. Explore longitudinal data and data structures, data preprocessing, advanced subjects, model checking and selection, applications, and ethical considerations.