Nonlinear mediation analysis with high-dimensional mediators whose causal structure is unknown.

Loh, Wen Wei; Moerkerke, Beatrijs; Loeys, Tom; Vansteelandt, Stijn

Loh, Wen Wei; Moerkerke, Beatrijs; Loeys, Tom; Vansteelandt, Stijn.

Afiliação

Loh WW; Department of Data Analysis, Ghent University, Gent, Belgium.
Moerkerke B; Department of Data Analysis, Ghent University, Gent, Belgium.
Loeys T; Department of Data Analysis, Ghent University, Gent, Belgium.
Vansteelandt S; Department of Applied Mathematics, Computer Science and Statistics, Ghent University, Ghent, Belgium.

Biometrics ; 78(1): 46-59, 2022 03.

Article em En | MEDLINE | ID: mdl-33215694

Assuntos

Análise de Mediação; Modelos Estatísticos; Causalidade; Humanos; Método de Monte Carlo; Dinâmica não Linear

Palavras-chave

collapsibility; direct and indirect effects; effect decomposition; marginal and conditional effects; multiple mediation analysis; path analysis

Texto completo

Imprimir

XML

PubMed Links

Buscar no Google

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Modelos Estatísticos / Análise de Mediação Tipo de estudo: Health_economic_evaluation / Prognostic_studies / Risk_factors_studies Limite: Humans Idioma: En Revista: Biometrics Ano de publicação: 2022 Tipo de documento: Article País de afiliação: Bélgica

Texto completo

Imprimir

XML

PubMed Links

Buscar no Google