A fusion learning method to subgroup analysis of Alzheimer's disease.

Liu, Mingming; Yang, Jing; Liu, Yushi; Jia, Bochao; Chen, Yun-Fei; Sun, Luna; Ma, Shujie

Liu, Mingming; Yang, Jing; Liu, Yushi; Jia, Bochao; Chen, Yun-Fei; Sun, Luna; Ma, Shujie.

Afiliação

Liu M; Department of Statistics, University of California at Riverside, Riverside, CA, USA.
Yang J; Key Laboratory of Computing and Stochastic Mathematics (Ministry of Education), College of Mathematics and Statistics, Hunan Normal University, Changsha, Hunan, People's Republic of China.
Liu Y; Global Statistical Science, Eli Lilly and Company, Indianapolis, Indiana, USA.
Jia B; Global Statistical Science, Eli Lilly and Company, Indianapolis, Indiana, USA.
Chen YF; Global Statistical Science, Eli Lilly and Company, Indianapolis, Indiana, USA.
Sun L; Global Statistical Science, Eli Lilly and Company, Indianapolis, Indiana, USA.
Ma S; Department of Statistics, University of California at Riverside, Riverside, CA, USA.

J Appl Stat ; 50(8): 1686-1708, 2023.

Article em En | MEDLINE | ID: mdl-37260470

Palavras-chave

B-spline; concave penalty; heterogeneity; longitudinal trajectory; precision medicine; subgroup analysis

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Texto completo: 1 Base de dados: MEDLINE Tipo de estudo: Prognostic_studies Idioma: En Revista: J Appl Stat Ano de publicação: 2023 Tipo de documento: Article País de afiliação: Estados Unidos

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