Multiple imputation methods for handling missing values in longitudinal studies with sampling weights: Comparison of methods implemented in Stata.

De Silva, Anurika P; De Livera, Alysha M; Lee, Katherine J; Moreno-Betancur, Margarita; Simpson, Julie A

De Silva, Anurika P; De Livera, Alysha M; Lee, Katherine J; Moreno-Betancur, Margarita; Simpson, Julie A.

Afiliação

De Silva AP; Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, University of Melbourne, Melbourne, Victoria, Australia.
De Livera AM; Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, University of Melbourne, Melbourne, Victoria, Australia.
Lee KJ; Clinical Epidemiology and Biostatistics Unit, Murdoch Children's Research Institute, Royal Children's Hospital, Melbourne, Victoria, Australia.
Moreno-Betancur M; Department of Paediatrics, University of Melbourne, Melbourne, Victoria, Australia.
Simpson JA; Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, University of Melbourne, Melbourne, Victoria, Australia.

Biom J ; 63(2): 354-371, 2021 02.

Article em En | MEDLINE | ID: mdl-33103307

Assuntos

Projetos de Pesquisa; Austrália; Viés; Criança; Simulação por Computador; Humanos; Estudos Longitudinais; Probabilidade

Palavras-chave

inverse probability weighting; longitudinal data; missing data; multiple imputation; sampling weight

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Tipo de estudo: Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Child / Humans País/Região como assunto: Oceania Idioma: En Ano de publicação: 2021 Tipo de documento: Article

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