Improving transportability of randomized controlled trial inference using robust prediction methods.

Elliott, Michael R; Carroll, Orlagh; Grieve, Richard; Carpenter, James

Elliott, Michael R; Carroll, Orlagh; Grieve, Richard; Carpenter, James.

Afiliação

Elliott MR; Department of Biostatistics, School of Public Health, University of Michigan, Ann Arbor, MI, USA.
Carroll O; Survey Research Center, Institute for Social Research, University of Michigan, Ann Arbor, MI, USA.
Grieve R; Department of Health Services Research and Policy, London School of Hygiene and Tropical Medicine, London, UK.
Carpenter J; Department of Health Services Research and Policy, London School of Hygiene and Tropical Medicine, London, UK.

Stat Methods Med Res ; 32(12): 2365-2385, 2023 12.

Article em En | MEDLINE | ID: mdl-37936293

Assuntos

Teorema de Bayes; Humanos; Simulação por Computador; Probabilidade; Causalidade; Ensaios Clínicos Controlados Aleatórios como Assunto

Palavras-chave

Bayesian additive regression trees; Generalizability; causal inference; non-probability sampling; population-average treatment effects; pulmonary artery catheterization

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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Teorema de Bayes Limite: Humans Idioma: En Ano de publicação: 2023 Tipo de documento: Article

Texto completo

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XML

PubMed Links

Buscar no Google

Texto completo: 1 Base de dados: MEDLINE Assunto principal: Teorema de Bayes Limite: Humans Idioma: En Ano de publicação: 2023 Tipo de documento: Article