Treatment on the Treated

Overview

In this module, we learn how we can use two-stage least squares (2SLS) to estimate the local average treatment effect of a program under imperfect compliance.

Readings

Impact Evaluation in Practice, second edition: Chapter 5

The Miracle of Microfinance? Evidence from a Randomized Evaluation

Lecture Slides

A handout version of the lecture slides is available here.

Empirical Exercise

The Stata version of the empirical exercise is available here.

The R version of the empirical exercise is available here.

The Python version of the empirical exercise is available here.