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Propensity score matching

Known as: PSM, Propensity score, Propensity-score matching 
In the statistical analysis of observational data, propensity score matching (PSM) is a statistical matching technique that attempts to estimate the… Expand
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Highly Cited
2008
Highly Cited
2008
Matching is an R package which provides functions for multivariate and propensity score matching and for finding optimal… Expand
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Highly Cited
2007
Highly Cited
2007
This study aims at shedding some light on the potential impact of agricultural technology adoption on poverty alleviation… Expand
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Highly Cited
2005
Highly Cited
2005
Abstract This paper discusses propensity score matching in the context of Smith and Todd's (Does matching overcome Lalonde's… Expand
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Highly Cited
2004
Highly Cited
2004
  • Markus Frlich
  • Review of Economics and Statistics
  • 2004
  • Corpus ID: 57559990
The finite-sample properties of matching and weighting estimators, often used for estimating average treatment effects, are… Expand
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Highly Cited
2003
Highly Cited
2003
psmatch2 implements full Mahalanobis and propensity score matching, common support graphing, and covariate imbalance testing… Expand
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Highly Cited
2002
Highly Cited
2002
This paper considers causal inference and sample selection bias in nonexperimental settings in which (i) few units in the… Expand
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Highly Cited
2002
Highly Cited
2002
The WestminsterResearch online digital archive at the University of Westminster aims to make the research output of the… Expand
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Highly Cited
2001
Highly Cited
2001
Matching members of a treatment group (cases) to members of a no treatment group (controls) is often used in observational… Expand
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Highly Cited
2001
Highly Cited
2001
  • Donald B. Rubin
  • Health Services and Outcomes Research Methodology
  • 2001
  • Corpus ID: 207606728
Propensity score methodology can be used to help design observational studies in a way analogous to the way randomized… Expand
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Highly Cited
2001
Highly Cited
2001
This paper applies cross-sectional and longitudinal propensity score matching estimators to data from the National Supported Work… Expand
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