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Performance evaluation of propensity score methods for estimating average treatment effects with multi-level treatments

The propensity score (PS) method is widely used to estimate the average treatment effect (TE) in observational studies. However, it is generally confined to the binary treatment assignment. In an extension to the settings of a multi-level treatment, Imbens proposed a generalized propensity score whi...

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Detalhes bibliográficos
Publicado no:J Appl Stat
Main Authors: Nian, Hui, Yu, Chang, Ding, Juan, Wu, Huiyun, Dupont, William D., Brunwasser, Steve, Gebretsadik, Tebeb, Hartert, Tina V., Wu, Pingsheng
Formato: Artigo
Idioma:Inglês
Publicado em: 2018
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Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6609155/
https://ncbi.nlm.nih.gov/pubmed/31274945
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/02664763.2018.1523375
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