Articles with "envelope based" as a keyword



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

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Published in 2022 at "Statistics in Medicine"

DOI: 10.1002/sim.9526

Abstract: 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… read more here.

Keywords: cytokine based; partial least; least squares; envelope based ... See more keywords