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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Shranjeno v:
Bibliografske podrobnosti
izdano v: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
Format: Artigo
Jezik:Inglês
Izdano: 2018
Teme:
Article
Online dostop: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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