Advanced Search
MyIDEAS: Login

Synth: An R Package for Synthetic Control Methods in Comparative Case Studies

Contents:

Author Info

  • Alberto Abadie
  • Alexis Diamond
  • Jens Hainmueller

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.

Download Info

If you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.
File URL: http://www.jstatsoft.org/v42/i13/paper
File Function: link to download full text
Download Restriction: no

Bibliographic Info

Article provided by American Statistical Association in its journal Journal of Statistical Software.

Volume (Year): 42 ()
Issue (Month): i13 ()
Pages:

as in new window
Handle: RePEc:jss:jstsof:42:i13

Contact details of provider:
Web page: http://www.jstatsoft.org/

Related research

Keywords:

References

References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
as in new window
  1. Alexandros Karatzoglou & Alexandros Smola & Kurt Hornik & Achim Zeileis, . "kernlab - An S4 Package for Kernel Methods in R," Journal of Statistical Software, American Statistical Association, vol. 11(i09).
  2. Abadie, Alberto & Diamond, Alexis & Hainmueller, Jens, 2010. "Synthetic Control Methods for Comparative Case Studies: Estimating the Effect of California’s Tobacco Control Program," Journal of the American Statistical Association, American Statistical Association, vol. 105(490), pages 493-505.
  3. Alberto Abadie & Javier Gardeazabal, 2003. "The Economic Costs of Conflict: A Case Study of the Basque Country," American Economic Review, American Economic Association, vol. 93(1), pages 113-132, March.
Full references (including those not matched with items on IDEAS)

Citations

Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
as in new window

Cited by:
  1. Dietrichson, Jens & Ellegård, Lina Maria, 2012. "Assist or Desist? Conditional Bailouts and Fiscal Discipline in Local Governments," Working Papers 2012:24, Lund University, Department of Economics, revised 28 Oct 2013.
  2. Michael F. Dinerstein & Caroline M. Hoxby & Jonathan Meer & Pablo Villanueva, 2014. "Did the Fiscal Stimulus Work for Universities?," NBER Chapters, in: How the Financial Crisis and Great Recession Affected Higher Education National Bureau of Economic Research, Inc.
  3. Gireesh Shrimali & Steffen Jenner & Felix Groba & Gabriel Chan & Joe Indvik, 2012. "Have State Renewable Portfolio Standards Really Worked?: Synthesizing Past Policy Assessments," Discussion Papers of DIW Berlin 1258, DIW Berlin, German Institute for Economic Research.

Lists

This item is not listed on Wikipedia, on a reading list or among the top items on IDEAS.

Statistics

Access and download statistics

Corrections

When requesting a correction, please mention this item's handle: RePEc:jss:jstsof:42:i13. See general information about how to correct material in RePEc.

For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Christopher F. Baum).

If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

If references are entirely missing, you can add them using this form.

If the full references list an item that is present in RePEc, but the system did not link to it, you can help with this form.

If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your profile, as there may be some citations waiting for confirmation.

Please note that corrections may take a couple of weeks to filter through the various RePEc services.