Overview

• Define bivariate regression and interpret model results
• Define multivariable regression and interpret model results
• Demonstrate how to estimate regression models in R and extract relevant statistics
• Implement hypothesis tests for single and multiple variables

Before class

Slides and class materials

• Slides
• OLS - interpretation and hypothesis testing

Additional resources

• Chapter 13 (Linear and logistic regression) in All of Statistics (UChicago authentication required)
• Chapters 7 (Introduction to linear regression) and 8 (Multiple and logistic regression) in *OpenIntro Statistics

What you need to do