Evaluating bias control strategies in observational studies using frequentist model averaging.

Zagar, Anthony; Kadziola, Zbigniew; Lipkovich, Ilya; Madigan, David; Faries, Doug

Zagar, Anthony; Kadziola, Zbigniew; Lipkovich, Ilya; Madigan, David; Faries, Doug.

Afiliação

Zagar A; Lilly Research Labs, Eli Lilly and Company, Indianapolis, Indiana, USA.
Kadziola Z; Lilly Research Labs, Eli Lilly and Company, Vienna, Austria.
Lipkovich I; Lilly Research Labs, Eli Lilly and Company, Indianapolis, Indiana, USA.
Madigan D; Provost, Northeastern University, Boston, Massachusetts, USA.
Faries D; Lilly Research Labs, Eli Lilly and Company, Indianapolis, Indiana, USA.

J Biopharm Stat ; 32(2): 247-276, 2022 03.

Article em En | MEDLINE | ID: mdl-35213288

Assuntos

Viés; Simulação por Computador; Humanos; Modelos Lineares; Incerteza

Palavras-chave

Model averaging; confounding; cross-validation; model uncertainty; selection bias

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Viés Tipo de estudo: Observational_studies / Prognostic_studies Limite: Humans Idioma: En Ano de publicação: 2022 Tipo de documento: Article

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