Estimating the area under the ROC curve when transporting a prediction model to a target population.

Li, Bing; Gatsonis, Constantine; Dahabreh, Issa J; Steingrimsson, Jon A

Li, Bing; Gatsonis, Constantine; Dahabreh, Issa J; Steingrimsson, Jon A.

Afiliação

Li B; Department of Biostatistics, Brown University, Providence, Rhode Island, USA.
Gatsonis C; Department of Biostatistics, Brown University, Providence, Rhode Island, USA.
Dahabreh IJ; CAUSALab, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA.
Steingrimsson JA; Departments of Epidemiology and Biostatistics, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA.

Biometrics ; 79(3): 2382-2393, 2023 09.

Article em En | MEDLINE | ID: mdl-36385607

Assuntos

Modelos Estatísticos; Curva ROC; Inquéritos Nutricionais; Área Sob a Curva

Palavras-chave

U-processes; covariate shift; domain adaptation; importance weighting; model performance; prediction models; transportability

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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Modelos Estatísticos Idioma: En Ano de publicação: 2023 Tipo de documento: Article País de afiliação: Estados Unidos

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