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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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Detaylı Bibliyografya
Yayımlandı:Contemp Clin Trials
Asıl Yazarlar: Zhao, Peng, Su, Xiaogang, Ge, Tingting, Fan, Juanjuan
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: 2015
Konular:
Online Erişim: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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