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… (More)
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Topic mentions per year

Topic mentions per year

1995-2017
05010015019952017

Papers overview

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2012
2012
Propensity score matching is a tool for causal inference in non-randomized studies that allows for conditioning on large sets of… (More)
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2010
2010
Carolyn Heinrich Alessandro Maffioli Gonzalo Vázquez The use of microeconometric techniques to estimate the effects of… (More)
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Highly Cited
2007
Highly Cited
2007
Matching is an R package which provides functions for multivariate and propensity score matching and for finding optimal… (More)
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Highly Cited
2007
Highly Cited
2007
The results of observational studies are often disputed because of nonrandom treatment assignment. For example, patients at… (More)
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Highly Cited
2005
Highly Cited
2005
Some Practical Guidance for the Implementation of Propensity Score Matching Propensity Score Matching (PSM) has become a popular… (More)
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Highly Cited
2005
Highly Cited
2005
This paper develops the method of matching as an econometric evaluation estimator. A rigorous distribution theory for kernel… (More)
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Highly Cited
2004
Highly Cited
2004
We consider methods for estimating causal effects of treatments when treatment assignment is unconfounded with outcomes… (More)
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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… (More)
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Highly Cited
2001
Highly Cited
2001
This paper addresses microeconometri c evaluation by matching methods when the programs under consideratio n are heterogeneous… (More)
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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… (More)
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