Estimation and Validation of Ratio-based Conditional Average Treatment Effects Using Observational Data.

Yadlowsky, Steve; Pellegrini, Fabio; Lionetto, Federica; Braune, Stefan; Tian, Lu

Yadlowsky, Steve; Pellegrini, Fabio; Lionetto, Federica; Braune, Stefan; Tian, Lu.

Afiliação

Yadlowsky S; Stanford University, Electrical Engineering, 1265 Welch Rd, Stanford, 94305-6104 United States.
Pellegrini F; Biogen International GmbH, Baar, Switzerland.
Lionetto F; PwC Data & Analytics, Zurich, Switzerland.
Braune S; NeuroTransData, Neurology, Neuburg an der Donau, Germany.
Tian L; Stanford University, Department of Biomedical Data Science, Stanford, 94305-6104 United States.

J Am Stat Assoc ; 116(533): 335-352, 2021.

Article em En | MEDLINE | ID: mdl-33767517

Palavras-chave

Conditional Average Treatment Effect; Doubly Robust Estimation; Heterogeneous Treatment Effect; Observational Study; Precision Medicine

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Tipo de estudo: Clinical_trials / Observational_studies / Prognostic_studies Idioma: En Ano de publicação: 2021 Tipo de documento: Article

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