Multivariable linear regression: systolic blood pressure and coffee consumption

This is not real data. It allows comparison of model choices in multiple regression.

Linear model to evaluate

Generating parameters

True intercept

True main effect of coffee drinking (cups per day)

True main effect of smoking

True interaction between coffee drinking and smoking

Error standard deviation

Confound coffee drinking by smoking