December 1, 2002Open Access

Estimation of Average Treatment Effects Based on Propensity Scores

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Abstract

In this paper, we give a short overview of some propensity score matching estimators suggested in the evaluation literature, and we provide a set of Stata programs, which we illustrate using the National Supported Work (NSW) demonstration widely known in labor economics.

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Authors

Sascha O. Becker

University of Warwick

Andrea Ichino

HEC Montréal

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The Stata Journal Promoting communications on statistics and Stata

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Institutions

Ludwig-Maximilians-Universität München

European University Institute

Institut für Urheber- und Medienrecht

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Becker et al. (Sun,) studied this question.

synapsesocial.com/papers/69d778d7db9d5e1bf4b8af59 — DOI: https://doi.org/10.1177/1536867x0200200403

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Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

A Note on the Common Support Problem in Applied Evaluation Studies· 2001 · 56 citations
The American Economic Review· 2012 · 6,847 citations
Density Estimation for Statistics and Data Analysis· 2018 · 15,946 citations
Propensity Score-Matching Methods for Nonexperimental Causal Studies· 2002 · 4,900 citations
Econometric Evaluation of Labour Market Policies· 2001 · 203 citations

Also consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

A Note on the Common Support Problem in Applied Evaluation Studies· 2001 · 56 citations
The American Economic Review· 2012 · 6,847 citations
Density Estimation for Statistics and Data Analysis· 2018 · 15,946 citations
Propensity Score-Matching Methods for Nonexperimental Causal Studies· 2002 · 4,900 citations
Econometric Evaluation of Labour Market Policies· 2001 · 203 citations

Estimation of Average Treatment Effects Based on Propensity Scores

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Abstract

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Authors

Journals

Actions

Institutions

References and Citations

Citation Network

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Discussion

Cite this study

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