Calonico, Cattaneo, Farrell and Titiunik (2019, RESTAT)

This work was supported in part by the National Science Foundation through grants SES-1357561 and SES-1459931.

Website

https://rdpackages.github.io/replication

Empirical Application: Head Start Data

• Source: Ludwig and Miller (2007): Does Head Start Improve Children’s Life Chances? Evidence from a Regression Discontinuity Design, Quarterly Journal of Economics 122(1): 159-208.

• Dataset: csv | dta

• Python implementation: main

• R implementation: main

• Stata implementation: main

Simulations

• Stata implementation: main

Reference

• Calonico, Cattaneo, Farrell and Titiunik (2019): Regression Discontinuity Designs Using Covariates.
  Review of Economics and Statistics 101(3): 442-451.
  Supplemental Appendix.