Regularization approaches in clinical biostatistics: A review of methods and their applications.

Friedrich, Sarah; Groll, Andreas; Ickstadt, Katja; Kneib, Thomas; Pauly, Markus; Rahnenführer, Jörg; Friede, Tim

Friedrich, Sarah; Groll, Andreas; Ickstadt, Katja; Kneib, Thomas; Pauly, Markus; Rahnenführer, Jörg; Friede, Tim.

Afiliação

Friedrich S; Institute of Mathematics, 26522University of Augsburg, Augsburg, Germany.
Groll A; Centre for Advanced Analytics and Predictive Sciences, University of Augsburg, Augsburg, Germany.
Ickstadt K; Department of Statistics, 14311TU Dortmund University, Dortmund, Germany.
Kneib T; Department of Statistics, 14311TU Dortmund University, Dortmund, Germany.
Pauly M; Chair of Statistics and Campus Institute Data Science, 84922Georg-August-University Göttingen, Göttingen, Germany.
Rahnenführer J; Department of Statistics, 14311TU Dortmund University, Dortmund, Germany.
Friede T; Department of Statistics, 14311TU Dortmund University, Dortmund, Germany.

Stat Methods Med Res ; 32(2): 425-440, 2023 02.

Article em En | MEDLINE | ID: mdl-36384320

Palavras-chave

Bayesian inference; Penalization; early stopping; ensembling; evidence synthesis; model averaging

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Tipo de estudo: Prognostic_studies Idioma: En Revista: Stat Methods Med Res Ano de publicação: 2023 Tipo de documento: Article País de afiliação: Alemanha

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