SuRF: A new method for sparse variable selection, with application in microbiome data analysis.
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DOI: 10.1002/sim.8809
Abstract: In this article, we present a new variable selection method for regression and classification purposes, particularly for microbiome analysis. Our method, called subsampling ranking forward selection (SuRF), is based on LASSO penalized regression, subsampling and… read more here.
Keywords: analysis; method; selection; variable selection ... See more keywords