RDROBUST: Stata module to provide robust data-driven inference in the regression-discontinuity design

Sebastian Calonico, Matias Cattaneo, Max Farrell and Rocio Titiunik

Statistical Software Components from Boston College Department of Economics

Abstract: rdrobust implements local polynomial Regression Discontinuity (RD) point estimators with robust bias-corrected confidence intervals and inference procedures developed in Calonico, Cattaneo and Titiunik (Econometrica, 2014), Calonico, Cattaneo and Farrell (Stata Journal, 2017), and Calonico, Cattaneo, Farrell and Titiunik (JASA, 2018). It also computes alternative estimation and inference procedures available in the literature. Companion commands are: rdbwselect for data-driven bandwidth selection, and rdplot for data-driven RD plots (see Calonico, Cattaneo and Titiunik (JASA, 2015) for details).

Language: Stata
Requires: Stata version 13.1
Keywords: regression discontinuity; robust inference (search for similar items in EconPapers)
Date: 2018-05-19, Revised 2022-09-30
Note: This module should be installed from within Stata by typing "ssc install rdrobust". The module is made available under terms of the GPL v3 (https://www.gnu.org/licenses/gpl-3.0.txt). Windows users should not attempt to download these files with a web browser. An earlier version of this routine is provided in Stata Journal supplements SJ 14-4, 17-2.
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Downloads: (external link)
http://fmwww.bc.edu/repec/bocode/r/rdrobust.ado program code (text/plain)
http://fmwww.bc.edu/repec/bocode/r/rdrobust.sthlp help file (text/plain)
http://fmwww.bc.edu/repec/bocode/r/rdbwselect.ado program code (text/plain)
http://fmwww.bc.edu/repec/bocode/r/rdbwselect.sthlp help file (text/plain)
http://fmwww.bc.edu/repec/bocode/r/rdplot.ado program code (text/plain)
http://fmwww.bc.edu/repec/bocode/r/rdplot.sthlp help file (text/plain)
http://fmwww.bc.edu/repec/bocode/r/rdplot_illustration.do sample do-file (text/plain)
http://fmwww.bc.edu/repec/bocode/r/rdbwselect_2014.ado program code (text/plain)
http://fmwww.bc.edu/repec/bocode/r/rdbwselect_2014.sthlp help file (text/plain)
http://fmwww.bc.edu/repec/bocode/r/rdbwselect_2014_functions.do sample do-file (text/plain)
http://fmwww.bc.edu/repec/bocode/r/rdbwselect_2014_kconst.ado program code (text/plain)
http://fmwww.bc.edu/repec/bocode/r/rdrobust_bw.mo program code (text/plain)
http://fmwww.bc.edu/repec/bocode/r/rdrobustFile-UR ... bocode/_/collapse.mo program code (text/plain)
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http://fmwww.bc.edu/repec/bocode/r/rdrobust_functions.do sample do-file (text/plain)
http://fmwww.bc.edu/repec/bocode/r/rdrobust_groupid.mo program code (text/plain)
http://fmwww.bc.edu/repec/bocode/r/rdrobust_illustration.do sample do-file (text/plain)
http://fmwww.bc.edu/repec/bocode/r/rdrobust_kweight.mo program code (text/plain)
http://fmwww.bc.edu/repec/bocode/r/rdrobust_median.mo program code (text/plain)
http://fmwww.bc.edu/repec/bocode/r/rdrobust_res.mo program code (text/plain)
http://fmwww.bc.edu/repec/bocode/r/rdrobust_vce.mo program code (text/plain)
http://fmwww.bc.edu/repec/bocode/r/rdbwselect.pdf documentation (application/pdf)
http://fmwww.bc.edu/repec/bocode/r/rdplot.pdf documentation (application/pdf)
http://fmwww.bc.edu/repec/bocode/r/rdrobust.pdf documentation (application/pdf)
http://fmwww.bc.edu/repec/bocode/r/rdrobust_senate.dta sample data file (application/x-stata)

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