Penalized regression calibration: A method for the prediction of survival outcomes using complex longitudinal and high-dimensional data.

Signorelli, Mirko; Spitali, Pietro; Szigyarto, Cristina Al-Khalili; Tsonaka, Roula

Penalized regression calibration: A method for the prediction of survival outcomes using complex longitudinal and high-dimensional data.

Signorelli, Mirko; Spitali, Pietro; Szigyarto, Cristina Al-Khalili; Tsonaka, Roula.

Afiliação

Signorelli M; Mathematical Institute, Leiden University, Leiden, The Netherlands.
Spitali P; Department of Human Genetics, Leiden University Medical Center, Leiden, The Netherlands.
Szigyarto CA; Department of Protein Science, KTH-Royal Institute of Technology, Stockholm, Sweden.
Tsonaka R; Department of Biomedical Data Sciences, Leiden University Medical Center, Leiden, The Netherlands.

Stat Med ; 40(27): 6178-6196, 2021 11 30.

Article em En | MEDLINE | ID: mdl-34464990

Assuntos

Calibragem; Viés; Biomarcadores; Humanos; Estudos Longitudinais; Modelos de Riscos Proporcionais

Palavras-chave

Duchenne muscular dystrophy; high-dimensionality; longitudinal data analysis; optimism correction; penalized regression calibration; risk prediction modeling; survival analysis

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Texto completo: 1 Bases de dados: MEDLINE Assunto principal: Calibragem Tipo de estudo: Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Humans Idioma: En Revista: Stat Med Ano de publicação: 2021 Tipo de documento: Article País de afiliação: Holanda

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