RDDSGA: Stata module to conduct subgroup analysis for regression discontinuity designs

Alvaro Carril (), Andre Cazor Katz, Maria Paula Gerardino, Stephan Litschig and Dina Pomeranz
Additional contact information
Maria Paula Gerardino: Inter-American Development Bank

Statistical Software Components from Boston College Department of Economics

Abstract: rddsga allows to conduct a binary subgroup analysis in RDD settings based on inverse propensity score weights (IPSW). Observations in each subgroup are weighted by the inverse of their conditional probabilities to belong to that subgroup, given a set of covariates. Analyzing the differential treatment effect in the reweighted sample helps isolating the difference due to the subgroup characteristic of interest from other observable dimensions.

Language: Stata
Requires: Stata version 11.1
Keywords: regression discontinuity; subgroup analysis; inverse propensity score weights (search for similar items in EconPapers)
Date: 2017-11-16
Note: This module should be installed from within Stata by typing "ssc install rddsga". 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.
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Citations: View citations in EconPapers (2)

Downloads: (external link)
http://fmwww.bc.edu/repec/bocode/r/rddsga.ado program code (text/plain)
http://fmwww.bc.edu/repec/bocode/r/rddsga.sthlp help file (text/plain)
http://fmwww.bc.edu/repec/bocode/r/rddsga_synth.dta sample data file (application/x-stata)

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