Evaluation of multiple imputation approaches for handling missing covariate information in a case-cohort study with a binary outcome.

Middleton, Melissa; Nguyen, Cattram; Moreno-Betancur, Margarita; Carlin, John B; Lee, Katherine J

Middleton, Melissa; Nguyen, Cattram; Moreno-Betancur, Margarita; Carlin, John B; Lee, Katherine J.

Afiliação

Middleton M; Clinical Epidemiology & Biostatistics Unit, Murdoch Children's Research Institute, Royal Children's Hospital, 50 Flemington Rd, Parkville, Melbourne, VIC, 3052, Australia. melissa.middleton@mcri.edu.au.
Nguyen C; Department of Paediatrics, The University of Melbourne, Parkville, Australia. melissa.middleton@mcri.edu.au.
Moreno-Betancur M; Clinical Epidemiology & Biostatistics Unit, Murdoch Children's Research Institute, Royal Children's Hospital, 50 Flemington Rd, Parkville, Melbourne, VIC, 3052, Australia.
Carlin JB; Department of Paediatrics, The University of Melbourne, Parkville, Australia.
Lee KJ; Clinical Epidemiology & Biostatistics Unit, Murdoch Children's Research Institute, Royal Children's Hospital, 50 Flemington Rd, Parkville, Melbourne, VIC, 3052, Australia.

BMC Med Res Methodol ; 22(1): 87, 2022 04 03.

Article em En | MEDLINE | ID: mdl-35369860

Assuntos

Projetos de Pesquisa; Viés; Estudos de Coortes; Interpretação Estatística de Dados; Humanos; Probabilidade

Palavras-chave

Case-cohort study; Inverse probability weighting; Missing data; Multiple imputation; Simulation study; Unequal sampling probability

Texto completo

Imprimir

XML

PubMed Links

Buscar no Google

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Projetos de Pesquisa Tipo de estudo: Etiology_studies / Incidence_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Humans Idioma: En Revista: BMC Med Res Methodol Assunto da revista: MEDICINA Ano de publicação: 2022 Tipo de documento: Article País de afiliação: Austrália

Texto completo

Imprimir

XML

PubMed Links

Buscar no Google