Robust statistical boosting with quantile-based adaptive loss functions.

Speller, Jan; Staerk, Christian; Mayr, Andreas

Speller, Jan; Staerk, Christian; Mayr, Andreas.

Afiliación

Speller J; Medical Faculty, Institute of Medical Biometrics, Informatics and Epidemiology (IMBIE), University of Bonn, Bonn, Germany.
Staerk C; Medical Faculty, Institute of Medical Biometrics, Informatics and Epidemiology (IMBIE), University of Bonn, Bonn, Germany.
Mayr A; Medical Faculty, Institute of Medical Biometrics, Informatics and Epidemiology (IMBIE), University of Bonn, Bonn, Germany.

Int J Biostat ; 19(1): 111-129, 2023 05 01.

Article en En | MEDLINE | ID: mdl-35950232

Asunto(s)

Algoritmos; Neoplasias; Humanos; Modelos Lineales; Modelos Estadísticos

Palabras clave

Bisquare loss; Huber loss; gradient boosting; robust regression

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Texto completo: 1 Colección: 01-internacional Asunto principal: Algoritmos / Neoplasias Tipo de estudio: Prognostic_studies Límite: Humans Idioma: En Revista: Int J Biostat Año: 2023 Tipo del documento: Article País de afiliación: Alemania

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