rdrobust: Robust Data-Driven Statistical Inference in Regression-Discontinuity Designs
Version 0.97

Regression-discontinuity (RD) designs are quasi-experimental research designs popular in social, behavioral and natural sciences. The RD design is usually employed to study the (local) causal effect of a treatment, intervention or policy. This package provides tools for data-driven graphical and analytical statistical inference in RD designs: rdrobust() to construct local-polynomial point estimators and robust confidence intervals for average treatment effects at the cutoff in Sharp, Fuzzy and Kink RD settings, rdbwselect() to perform bandwidth selection for the different procedures implemented, and rdplot() to conduct exploratory data analysis (RD plots).

AuthorSebastian Calonico <scalonico@bus.miami.edu>, Matias D. Cattaneo <cattaneo@umich.edu>, Max H. Farrell <max.farrell@chicagobooth.edu>, Rocio Titiunik <titiunik@umich.edu>
Date of publication2017-04-11 21:17:18 UTC
MaintainerSebastian Calonico <scalonico@bus.miami.edu>
LicenseGPL-2
Version0.97
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("rdrobust")

Getting started

Package overview

Popular man pages

rdbwselect: Bandwidth Selection Procedures for Local Polynomial...
rdbwselect_2014: Deprecated Bandwidth Selection Procedures for...
rdplot: Data-Driven Regression Discontinuity Plots
rdrobust: Local-Polynomial RD Estimation with Robust Confidence...
rdrobust-internal: Package Internal Functions
rdrobust-package: Robust Data-Driven Statistical Inference in RD Designs
rdrobust_RDsenate: RD Senate Data
See all...

All man pages Function index File listing

Man pages

rdbwselect: Bandwidth Selection Procedures for Local Polynomial...
rdbwselect_2014: Deprecated Bandwidth Selection Procedures for...
rdplot: Data-Driven Regression Discontinuity Plots
rdrobust: Local-Polynomial RD Estimation with Robust Confidence...
rdrobust-internal: Package Internal Functions
rdrobust-package: Robust Data-Driven Statistical Inference in RD Designs
rdrobust_RDsenate: RD Senate Data

Functions

bwconst Man page Source code
print.rdbwselect Man page Source code
print.rdbwselect_2014 Man page Source code
print.rdplot Man page Source code
print.rdrobust Man page Source code
qrXXinv Man page Source code
qrreg Man page Source code
rdbwselect Man page Source code
rdbwselect_2014 Man page Source code
rdplot Man page Source code
rdrobust Man page Source code
rdrobust-internal Man page
rdrobust-package Man page
rdrobust_RDsenate Man page
rdrobust_bw Man page Source code
rdrobust_kweight Man page Source code
rdrobust_res Man page Source code
rdrobust_vce Man page Source code
rdvce Man page Source code
regconst Man page Source code
summary.rdbwselect Man page Source code
summary.rdbwselect_2014 Man page Source code
summary.rdplot Man page Source code
summary.rdrobust Man page Source code

Files

NAMESPACE
data
data/rdrobust_RDsenate.rda
R
R/rdbwselect.R
R/functions.R
R/rdrobust.R
R/rdplot.R
R/rdbwselect_2014.R
MD5
DESCRIPTION
man
man/rdbwselect.Rd
man/rdplot.Rd
man/rdrobust-package.Rd
man/rdrobust.Rd
man/rdrobust-internal.Rd
man/rdrobust_RDsenate.Rd
man/rdbwselect_2014.Rd
rdrobust documentation built on May 19, 2017, 1:31 p.m.

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