rddtools: Toolbox for Regression Discontinuity Design ('RDD')

Share:

Set of functions for Regression Discontinuity Design ('RDD'), for data visualisation, estimation and testing.

Author
Matthieu Stigler [aut], Bastiaan Quast [aut, cre]
Date of publication
2015-07-27 13:32:08
Maintainer
Bastiaan Quast <bquast@gmail.com>
License
GPL (>= 2)
Version
0.4.0
URLs

View on CRAN

Man pages

as.lm
Convert a rdd object to lm
as.npregbw
Convert an rdd_reg object to a 'npreg' object
clusterInf
Post-inference for clustered data
covarTest_dis
Testing for balanced covariates: equality of distribution
covarTest_mean
Testing for balanced covariates: equality of means with...
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
plotBin
Bin plotting
plotPlacebo
Draw a (density) plot of placebo tests
plot.rdd_data
Plot rdd_data
plotSensi
Plot the sensitivity to the bandwidth
rdd_bw_ik
Imbens-Kalyanaraman Optimal Bandwidth Calculation
rdd_bw_rsw
Global bandwidth selector of Ruppert, Sheather and Wand...
rdd_coef
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...
rdd_reg_np
Parametric polynomial estimator of the regression...
rddtools
Regression Discontinuity Design
rot_bw
Bandwidth selector
STAR_MHE
Transformation of the STAR dataset as used in Angrist and...
vcovCluster
Cluster Heteroskedasticity-consistent estimation of the...
waldci
Confint allowing vcov

Files in this package

rddtools
rddtools/inst
rddtools/inst/doc
rddtools/inst/doc/rddtools.Rmd
rddtools/inst/doc/rddtools.html
rddtools/inst/doc/morocco.R
rddtools/inst/doc/morocco.Rmd
rddtools/inst/doc/rddtools.R
rddtools/inst/doc/morocco.html
rddtools/tests
rddtools/tests/testthat.R
rddtools/tests/testthat
rddtools/tests/testthat/test_rdddata.R
rddtools/NAMESPACE
rddtools/NEWS
rddtools/data
rddtools/data/STAR_MHE.rda
rddtools/data/indh.rda
rddtools/data/house.rda
rddtools/R
rddtools/R/various_code.R
rddtools/R/as.npreg.R
rddtools/R/model.matrix.rdd.R
rddtools/R/rdd_pred.R
rddtools/R/reg_np.R
rddtools/R/get_methods.R
rddtools/R/rdd_data.R
rddtools/R/plotSensi.R
rddtools/R/clusterInf.R
rddtools/R/rddtools.R
rddtools/R/reg_gen.R
rddtools/R/covarTests.R
rddtools/R/bw_ik.R
rddtools/R/waldci.R
rddtools/R/qplot_experim.R
rddtools/R/var_estim.R
rddtools/R/rdd_data_methods.R
rddtools/R/reg_lm.R
rddtools/R/bw_rot.R
rddtools/R/gen_mc_ik.R
rddtools/R/dens_test.R
rddtools/R/plotBin.R
rddtools/R/placebo.R
rddtools/R/rdd_coef.R
rddtools/vignettes
rddtools/vignettes/rddtools.Rmd
rddtools/vignettes/morocco.Rmd
rddtools/README.md
rddtools/MD5
rddtools/build
rddtools/build/vignette.rds
rddtools/DESCRIPTION
rddtools/man
rddtools/man/covarTest_dis.Rd
rddtools/man/waldci.Rd
rddtools/man/house.Rd
rddtools/man/covarTest_mean.Rd
rddtools/man/plotSensi.Rd
rddtools/man/rdd_data.Rd
rddtools/man/indh.Rd
rddtools/man/gen_mc_ik.Rd
rddtools/man/rdd_reg_lm.Rd
rddtools/man/rddtools.Rd
rddtools/man/rdd_pred.Rd
rddtools/man/vcovCluster.Rd
rddtools/man/clusterInf.Rd
rddtools/man/STAR_MHE.Rd
rddtools/man/rdd_bw_rsw.Rd
rddtools/man/dens_test.Rd
rddtools/man/rdd_reg_np.Rd
rddtools/man/as.lm.Rd
rddtools/man/rot_bw.Rd
rddtools/man/plot.rdd_data.Rd
rddtools/man/as.npregbw.Rd
rddtools/man/rdd_gen_reg.Rd
rddtools/man/rdd_coef.Rd
rddtools/man/rdd_bw_ik.Rd
rddtools/man/plotPlacebo.Rd
rddtools/man/plotBin.Rd