Lecture 22: Multivariate Response Models

April 8, 2025 (12th week of classes)

Multivariate response models

Up to this point in the course, we have focused on regression models with a single response variable and multiple predictors. In this lecture, we will introduce Redundancy Analysis (RDA), a widely used method for modeling multiple response variables simultaneously. The main objective is to understand which predictors are shared among the responses and which are unique to each.