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Bayesian Index Models for Heterogeneous Treatment Effects on a Binary Outcome

This paper develops a Bayesian model with a flexible link function connecting a binary treatment response to a linear combination of covariates and a treatment indicator and the interaction between the two. Generalized linear models allowing data-driven link functions are often called “single-index...

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Detalles Bibliográficos
Autores principales: Park, Hyung G., Wu, Danni, Petkova, Eva, Tarpey, Thaddeus, Ogden, R. Todd
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10197073/
https://www.ncbi.nlm.nih.gov/pubmed/37313546
http://dx.doi.org/10.1007/s12561-023-09370-0