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Envelope‐based partial partial least squares with application to cytokine‐based biomarker analysis for COVID‐19

Partial least squares (PLS) regression is a popular alternative to ordinary least squares regression because of its superior prediction performance demonstrated in many cases. In various contemporary applications, the predictors include both continuous and categorical variables. A common practice in...

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Detalles Bibliográficos
Autores principales: Park, Yeonhee, Su, Zhihua, Chung, Dongjun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9350235/
https://www.ncbi.nlm.nih.gov/pubmed/36111618
http://dx.doi.org/10.1002/sim.9526