Regression: 3 hours

Catalog description

(Prerequisites: ST 3223 and ST 3333 ). Three hours lecture. An introductory course to linear regression theory and applications: simple and multiple linear regression, estimation and hypothesis testing, model selection, multicollinearity, qualitative predictors, interactions, and residual diagnostics. Emphasizing model fitting, inference, diagnostics, and interpretation using R