Topics

• What's going on in regression
• Regression anatomy, regression as matching, regression, and causality
• Omitted variable bias, good and bad controls
  
• Bias from measurement errors
• Weighted regression
• Standard and non-standard standard errors
• Multiple hypothesis testing
  

Lecture

• slides

• exercises
• data downloaded from the web (see exercises) or simulated