Marginal Screening for Partial Least Squares Regression
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DOI: 10.1109/access.2017.2728532
Abstract: Partial least squares (PLS) regression is a versatile modeling approach for high-dimensional data analysis. Recently, PLS-based variable selection has attracted great attention due to high-throughput data reduction and modeling interpretability. In this paper, a class… read more here.
Keywords: marginal screening; least squares; squares regression; screening partial ... See more keywords