Longitudinal Data Analysis and Bayesian Extensions

Catalog description

A focus on longitudinal data analysis. Analysis of variance, regression, and structural equation modeling approaches will be explored. Traditional (frequentist) estimation approaches will be introduced in the beginning of the course. The last portion of the course is devoted to model estimation via the Bayesian estimation framework.