Regression II
Course ID
DSCI 562
Campus
UBC Vancouver
Semester
Winter
Course Block
4
Course Description
Builds on regression methods that you learned in 561 to cover advanced modeling techniques used in data science. Students will learn to extend linear models to generalized linear models (GLMs) for count, categorical, and ordinal outcomes, apply mixed-effects models for grouped data, and analyze time-to-event data using survival analysis. Additional topics include local and quantile regression methods, as well as strategies for handling missing data through multiple imputation.