Topic 4: Alternative Approaches to Causal Inference

Material covered in class

• Notes

• The material for this part of the class is not covered in the textbook.

Additional material

• This section discusses (i) interpreting regressions under unconfoundedness but with treatment effect heterogeneity and (ii) alternative estimation procedures that may work better if there is treatment effect heterogeneity.