Blurring cluster randomized trials and observational studies: Two-Stage TMLE for subsampling, missingness, and few independent units.

Nugent, Joshua R; Marquez, Carina; Charlebois, Edwin D; Abbott, Rachel; Balzer, Laura B

Nugent, Joshua R; Marquez, Carina; Charlebois, Edwin D; Abbott, Rachel; Balzer, Laura B.

Afiliação

Nugent JR; Division of Research, Kaiser Permanente Northern California, 2000 Broadway, Oakland, CA 94612, USA.
Marquez C; Division of HIV, Infectious Diseases, and Global Medicine, University of California, 1001 Potrero Avenue, San Francisco, CA 94110, USA.
Charlebois ED; Center for AIDS Prevention Studies, University of California, 550 16th Street, San Francisco, CA 94158, USA.
Abbott R; Division of HIV, Infectious Diseases, and Global Medicine, University of California, 1001 Potrero Avenue, San Francisco, CA 94110, USA.
Balzer LB; Division of Biostatistics, School of Public Health, University of California, 2121 Berkeley Way, Berkeley, CA 94720, USA.

Biostatistics ; 2023 Aug 02.

Article em En | MEDLINE | ID: mdl-37531621

Palavras-chave

Cluster randomized trials (CRTs); Double robustness; Efficiency; Group randomized trials; Hierarchical data; Missing data; Multi-level data; Super Learner; Two-Stage targeted minimum loss-based estimation (TMLE)

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Tipo de estudo: Clinical_trials / Observational_studies Idioma: En Revista: Biostatistics Ano de publicação: 2023 Tipo de documento: Article País de afiliação: Estados Unidos País de publicação: Reino Unido

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