Published by the Foundation for Open Access Statistics Editors-in-chief: Bettina Grün, Torsten Hothorn, Edzer Pebesma, Achim Zeileis    ISSN 1548-7660; CODEN JSSOBK
Authors: Alberto Abadie, Alexis Diamond, Jens Hainmueller
Title: Synth: An R Package for Synthetic Control Methods in Comparative Case Studies
Abstract: The R package Synth implements synthetic control methods for comparative case studies designed to estimate the causal effects of policy interventions and other events of interest (Abadie and Gardeazabal 2003; Abadie, Diamond, and Hainmueller 2010). These techniques are particularly well-suited to investigate events occurring at an aggregate level (i.e., countries, cities, regions, etc.) and affecting a relatively small number of units. Benefits and features of the Synth package are illustrated using data from Abadie and Gardeazabal (2003), which examined the economic impact of the terrorist conflict in the Basque Country.

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Paper: Synth: An R Package for Synthetic Control Methods in Comparative Case Studies     Download PDF (Downloads: 16170)
Supplements:
Synth_0.1-9.tar.gz: R source package Download (Downloads: 2077; 38KB)
v42i13.R: R example code from the paper Download (Downloads: 2727; 12KB)
DOI: 10.18637/jss.v042.i13

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Paper: Creative Commons Attribution 3.0 Unported License
Code: GNU General Public License (at least one of version 2 or version 3) or a GPL-compatible license.