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A comparison of 12 algorithms for matching on the propensity score

Propensity-score matching is increasingly being used to reduce the confounding that can occur in observational studies examining the effects of treatments or interventions on outcomes. We used Monte Carlo simulations to examine the following algorithms for forming matched pairs of treated and untrea...

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Detalles Bibliográficos
Autor principal: Austin, Peter C
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BlackWell Publishing Ltd 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4285163/
https://www.ncbi.nlm.nih.gov/pubmed/24123228
http://dx.doi.org/10.1002/sim.6004

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