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Regression Discontinuity Designs

Software packages for analysis and interpretation of regression discontinuity designs and related methods. Replication files and illustration code employing these packages are also available.

This work was supported in part by the National Science Foundation through grants SES-1357561, SES-1459931, SES-1459967, SES-1947662, SES-1947805, SES-2019432, and SES-2241575, and by the National Institutes of Health through grant R01 GM072611-16.

Website

https://rdpackages.github.io

Queries and Requests

Please email: [email protected]

Software available in Python, R and Stata

  • rdrobust: inference and graphical procedures using local polynomial and partitioning regression methods.
  • rdlocrand: finite-sample inference using local randomization and related methods.
  • rddensity: manipulation testing using local polynomial density methods.
  • rdmulti: estimation, inference, RD Plots, and extrapolation with multiple cutoffs and multiple scores.
  • rdpower: power, sample size, and minimum detectable effects calculations using robust bias-corrected local polynomial inference.

Replication

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

Contributors

Reviews and Introductions