Regression assumptions and diagnostics

Reading

Hernán, Miguel A., John Hsu, and Brian Healy. 2019. “A Second Chance to Get Causal Inference Right: A Classification of Data Science Tasks.” Chance 32(1):42–49. doi:10.1080/09332480.2019.1579578

R Script file

script_regression_assumptions_diagnostics.R

Slides

Downloadable slides here

Lab assignment

Lab assignment

Video

Sample lab assignment video

For the lab assignment, you will run the exact same codes provided in the script file without making any changes. The lecture video serves as the lab assignment video.

Lecture reflection

Lecture reflection template