Addressing positivity violations in causal effect estimation using Gaussian process priors.

Zhu, Angela Yaqian; Mitra, Nandita; Roy, Jason

Zhu, Angela Yaqian; Mitra, Nandita; Roy, Jason.

Afiliação

Zhu AY; Janssen Research & Development, Johnson & Johnson, Raritan, New Jersey.
Mitra N; Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania.
Roy J; Department of Biostatistics and Epidemiology, School of Public Health, Rutgers University, Piscataway, New Jersey.

Stat Med ; 42(1): 33-51, 2023 01 15.

Article em En | MEDLINE | ID: mdl-36336460

Assuntos

Modelos Estatísticos; Humanos; Feminino; Probabilidade; Simulação por Computador; Viés

Palavras-chave

Bayesian nonparametrics; Metropolis within Gibbs; causal inference; extrapolation; overlap; population average treatment effect

Texto completo

Imprimir

XML

PubMed Links

Buscar no Google

Texto completo: 1 Base de dados: MEDLINE Assunto principal: Modelos Estatísticos Tipo de estudo: Observational_studies Limite: Female / Humans Idioma: En Ano de publicação: 2023 Tipo de documento: Article

Texto completo

Imprimir

XML

PubMed Links

Buscar no Google