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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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Bibliografiske detaljer
Udgivet i:Contemp Clin Trials
Main Authors: Zhao, Peng, Su, Xiaogang, Ge, Tingting, Fan, Juanjuan
Format: Artigo
Sprog:Inglês
Udgivet: 2015
Fag:
Online adgang: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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