Adaptive group-regularized logistic elastic net regression.

Münch, Magnus M; Peeters, Carel F W; Van Der Vaart, Aad W; Van De Wiel, Mark A

Münch, Magnus M; Peeters, Carel F W; Van Der Vaart, Aad W; Van De Wiel, Mark A.

Afiliação

Münch MM; Department of Epidemiology & Biostatistics, Amsterdam Public Health Research Institute, Amsterdam University Medical Centers, PO Box 7057, 1007 MB Amsterdam, The Netherlands and Mathematical Institute, Leiden University, PO Box 9512, 2300 RA Leiden, The Netherlands.
Peeters CFW; Department of Epidemiology & Biostatistics, Amsterdam Public Health Research Institute, Amsterdam University Medical Centers, PO Box 7057, 1007 MB Amsterdam, The Netherlands.
Van Der Vaart AW; Mathematical Institute, Leiden University, PO Box 9512, 2300 RA Leiden, The Netherlands.
Van De Wiel MA; Department of Epidemiology & Biostatistics, Amsterdam Public Health Research Institute, Amsterdam University Medical Centers, PO Box 7057, 1007 MB Amsterdam, The Netherlands and MRC Biostatistics Unit, University of Cambridge, Cambridge CB2 0SR, UK.

Biostatistics ; 22(4): 723-737, 2021 10 13.

Article em En | MEDLINE | ID: mdl-31886488

Assuntos

Genômica; Neoplasias; Teorema de Bayes; Humanos; Modelos Logísticos; Análise de Regressão

Palavras-chave

Empirical Bayes; High-dimensional data; Prediction; Variational Bayes

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Genômica / Neoplasias Tipo de estudo: Diagnostic_studies / Prognostic_studies / Risk_factors_studies Limite: Humans Idioma: En Revista: Biostatistics Ano de publicação: 2021 Tipo de documento: Article

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