The Oaxaca–Blinder Unexplained Component as a Treatment Effects Estimator
Tymon Słoczyński
MPRA Paper from University Library of Munich, Germany
Abstract:
In this paper I use the National Supported Work (NSW) data to examine the finite-sample performance of the Oaxaca–Blinder unexplained component as an estimator of the population average treatment effect on the treated (PATT). Precisely, I follow sample and variable selections from Dehejia and Wahba (1999), and conclude that Oaxaca–Blinder performs better than any of the estimators in this influential paper, provided that overlap is imposed. As a robustness check, I consider alternative sample (Smith and Todd 2005) and variable (Abadie and Imbens 2011) selections, and present a simulation study which is also based on the NSW data.
Keywords: Decomposition methods; Manpower training; Treatment effects. (search for similar items in EconPapers)
JEL-codes: C21 J24 (search for similar items in EconPapers)
Date: 2013-10
New Economics Papers: this item is included in nep-lab
References: View references in EconPapers View complete reference list from CitEc
Citations:
Downloads: (external link)
https://mpra.ub.uni-muenchen.de/50660/1/MPRA_paper_50660.pdf original version (application/pdf)
Related works:
Journal Article: The Oaxaca–Blinder Unexplained Component as a Treatment Effects Estimator (2015) 
Working Paper: The Oaxaca-Blinder unexplained component as a treatment effects estimator (2012) 
This item may be available elsewhere in EconPapers: Search for items with the same title.
Export reference: BibTeX
RIS (EndNote, ProCite, RefMan)
HTML/Text
Persistent link: https://EconPapers.repec.org/RePEc:pra:mprapa:50660
Access Statistics for this paper
More papers in MPRA Paper from University Library of Munich, Germany Ludwigstraße 33, D-80539 Munich, Germany. Contact information at EDIRC.
Bibliographic data for series maintained by Joachim Winter ().