Toolbox for Regression Discontinuity Design ('RDD')
Convert a rdd object to lm
Convert an rdd_reg object to a npreg object
Post-inference for clustered data
Testing for balanced covariates: equality of distribution
Testing for balanced covariates: equality of means with t-test
McCrary Sorting Test
Generate Monte Carlo simulations of Imbens and Kalyanaraman
Plot rdd_data
Bin plotting
Draw a (density) plot of placebo tests
Plot the sensitivity to the bandwidth
Bandwidth selection for Regression Discontinuity estimators, CTT 2014
Bandwidth selection for Regression Discontinuity visualisation, CTT 20...
Imbens-Kalyanaraman Optimal Bandwidth Calculation
Global bandwidth selector of Ruppert, Sheather and Wand (1995) from pa...
RDD coefficient
Construct rdd_data
General polynomial estimator of the regression discontinuity
RDD coefficient prediction
Parametric polynomial estimator of the regression discontinuity
Parametric polynomial estimator of the regression discontinuity
Regression Discontinuity Design
Bandwidth selector
Cluster Heteroskedasticity-consistent estimation of the covariance mat...
Confint allowing vcov
Set of functions for Regression Discontinuity Design ('RDD'), for data visualisation, estimation and testing.