Mar 28, 2024  
2022-2023 General Catalog 
    
2022-2023 General Catalog ARCHIVED CATALOG: To search archives, MUST use search box to left. Current catalog: catalog.usu.edu.

STAT 5100 - Modern Regression Methods (CI/QI)


CI, QI Communications Intensive, Quantitative Intensive
3 credit(s)

Students learn multiple linear regression, diagnostics for outliers and influential points, robust regression, quantile regression, collinearity, variable selection, ridge regression, the LASSO and elastic net, generalized linear models, and non-linear regression methods including generalized additive models and tree-based methods.

Prerequisite(s): STAT 2000  or STAT 3000  with a grade of C- or better

Repeatable for credit: No
Grade Mode: Standard