Toolbox for Regression Discontinuity Design ('RDD')

---

Documentation for package ‘rddtools’ version 1.6.0

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

as.lm	Convert a rdd object to lm
as.npreg	Convert an rdd_reg object to a 'npreg' object
as.npregbw	Convert an rdd_reg object to a 'npreg' object
clusterInf	Post-inference for clustered data
computePlacebo	Draw a (density) plot of placebo tests
covarTest_dis	Testing for balanced covariates: equality of distribution
covarTest_dis.rdd_data	Testing for balanced covariates: equality of distribution
covarTest_dis.rdd_reg	Testing for balanced covariates: equality of distribution
covarTest_mean	Testing for balanced covariates: equality of means with t-test
covarTest_mean.rdd_data	Testing for balanced covariates: equality of means with t-test
covarTest_mean.rdd_reg	Testing for balanced covariates: equality of means with t-test
dens_test	Run the McCracy test for manipulation of the forcing variable
gen_mc_ik	Generate Monte Carlo simulations of Imbens and Kalyanaraman
house	Dataset used in Lee (2008)
indh	INDH data set
plot.rdd_data	Plot rdd_data
plotBin	Bin plotting
plotPlacebo	Draw a (density) plot of placebo tests
plotPlacebo.rdd_reg	Draw a (density) plot of placebo tests
plotPlaceboDens	Draw a (density) plot of placebo tests
plotPlaceboDens.rdd_reg	Draw a (density) plot of placebo tests
plotSensi	Plot the sensitivity to the bandwidth
plotSensi.rdd_reg_lm	Plot the sensitivity to the bandwidth
plotSensi.rdd_reg_np	Plot the sensitivity to the bandwidth
rddtools	Regression Discontinuity Design
rdd_bw_cct_estim	Bandwidth selection for Regression Discontinuity estimators, CTT 2014
rdd_bw_cct_plot	Bandwidth selection for Regression Discontinuity visualisation, CTT 2015
rdd_bw_ik	Imbens-Kalyanaraman Optimal Bandwidth Calculation
rdd_bw_rsw	Global bandwidth selector of Ruppert, Sheather and Wand (1995) from package 'KernSmooth'
rdd_coef	RDD coefficient
rdd_coef.default	RDD coefficient
rdd_coef.rdd_reg_np	RDD coefficient
rdd_data	Construct rdd_data
rdd_gen_reg	General polynomial estimator of the regression discontinuity
rdd_pred	RDD coefficient prediction
rdd_reg_lm	Parametric polynomial estimator of the regression discontinuity
rdd_reg_np	Parametric polynomial estimator of the regression discontinuity
rot_bw	Bandwidth selector
STAR_MHE	Transformation of the STAR dataset as used in Angrist and Pischke (2008)
vcovCluster	Cluster Heteroskedasticity-consistent estimation of the covariance matrix.
vcovCluster2	Cluster Heteroskedasticity-consistent estimation of the covariance matrix.
waldci	Confint allowing vcov