Software packages and code

rdrobust: Local Polynomial Methods for Regression Discontinuity Design

  • Point estimation, standard and robust inference, bandwidth selection.
  • Data-driven RD plots.
  • Implementation in R, Stata, and Python.

rdlocrand: Local Randomization Methods for Regression Discontinuity Designs

  • Exact finite-sample and randomization-based inference.
  • Window selection, sensitivity and falsification.
  • Implementation in R and Stata.

rdmulti: Multiple Cutoffs and Multiple Score in Regression Discontinuity Designs

  • Point estimation, standard and robust inference, bandwidth selection.
  • Data-driven RD plots.
  • Implementation in R and Stata.

rdpower: Power Calculations for Regression Discontinuity Designs

  • Computes power for sampling design using local polynomial robust inference in RD designs.
  • Implementation in R and Stata.

scpi: Synthetic Control Prediction Intervals.

  • Estimation and inference procedures for synthetic control methods.
  • Implementation in R, Stata, and Python.

Balance Tests Graphs

  • Balance test figure with both summary statistics and p-values.
  • Implementation in R.