DSC department

DSC 241. Statistical Models (4 units)

Link to catalog page: https://catalog.ucsd.edu/courses/DSC.html#dsc241

Description

Linear/nonlinear models, generalized linear models, model fitting and model selection (cross-validation, knockoffs, etc.), regularization and penalization (ridge regression, lasso, etc.), robust methods, nonparametric regression, conformal prediction, causal inference. Prerequisites: DSC 210 and DSC 212. Restricted to students within the DS75 and DS76 major.

Prerequisite courses

Successor courses

DSC 241 is a prerequisite of the following 1 courses:

• DSC 244