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.