Pedro H.C. Sant'Anna, Xiaojun Song, and Qi Xu, "Covariate Distribution Balance via Propensity Scores", Journal of Applied Econometrics, Vol. 37, No. 6, 2022, pp. 1093-1120. All files are stored in the file ssx-files.zip. They are a mix of ASCII and binary files. %%%%%% Our empirical application builds on Benjamin (2003), Abadie (2003), and Chernozhukov and Hansen (2004). We assess the causal effect of 401(k) eligibility and participation on different measures of wealth. We use 1991 Survey of Income and Program Participation (SIPP) data, exactly as in Benjamin (2003), and Chernozhukov and Hansen (2004). The folder "Application/401/data" contains the data in Stata, R, and dat format. All codes to replicate the results of our empirical application are available in the Applications/401k folder. The run-all.R file will run all codes and produce all the results. The generated plots are saved in the Applications/401k/plots folder. %%%%%% All files to replicate our Monte Carlo results are available in the Simulations folder. The R file run-all-simulations.R source all scripts. The folder "Codes" contain auxiliary functions used to replicate all our results. %%%%%% References: Abadie, A. (2003), "Semiparametric instrumental variable estimation of treatment response models," Journal of Econometrics, 113, 231-263. Benjamin, D. J. (2003), "Does 401(k) eligibility increase saving? Evidence from propensity score subclassification," Journal of Public Economics, 87(5-6), 1259-1290. Chernozhukov, V., and Hansen, C. (2004), "The impact of 401(k) participation on the wealth distribution: an instrumental quantile regression analysis," The Review of Economics and Statistics, 86(3), 735-751.