Nonparametric and Semiparametric Methods

Software packages for nonparametric and semiparametric smoothing methods with application to causal inference, treatment effect and program evaluation estimation and inference. Replication files and illustration codes employing these packages are also available.

This work was supported in part by the National Science Foundation through grants SES-1459931, SES-1459967, SES-1947662, SES-1947805, and SES-2019432, and by the National Institutes of Health through grant R01 GM072611-16.

Software available in Python, R and/or Stata


Replication files and illustration code are available in the replication page.