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Propensity Score and Proximity Matching Using Random Forest

In order to derive unbiased inference from observational data, matching methods are often applied to produce balanced treatment and control groups in terms of all background variables. Propensity score has been a key component in this research area. However, propensity score based matching methods i...

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Detalles Bibliográficos
Publicado en:Contemp Clin Trials
Main Authors: Zhao, Peng, Su, Xiaogang, Ge, Tingting, Fan, Juanjuan
Formato: Artigo
Idioma:Inglês
Publicado: 2015
Assuntos:
Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC4818178/
https://ncbi.nlm.nih.gov/pubmed/26706666
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.cct.2015.12.012
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