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An improved multiply robust estimator for the average treatment effect

BACKGROUND: In observational studies, double robust or multiply robust (MR) approaches provide more protection from model misspecification than the inverse probability weighting and g-computation for estimating the average treatment effect (ATE). However, the approaches are based on parametric model...

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Detalles Bibliográficos
Autores principales: Wang, Ce, Wei, Kecheng, Huang, Chen, Yu, Yongfu, Qin, Guoyou
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10568861/
https://www.ncbi.nlm.nih.gov/pubmed/37821829
http://dx.doi.org/10.1186/s12874-023-02056-7

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