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Regression shrinkage and selection via the lasso

. Journal of the Royal Statistical Society: Series B (Methodological), 58 (1): 267--288 (1996)

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Coaching variables for regression and classification., and . Stat. Comput., 8 (1): 25-33 (1998)An Introduction to Statistical Learning: With Applications in R, , , and . Springer Publishing Company, Incorporated, (2014)An introduction to statistical learning, , , and . Springer, (2013)Multiomics modeling of the immunome, transcriptome, microbiome, proteome and metabolome adaptations during human pregnancy., , , , , , , , , and 33 other author(s). Bioinform., 35 (1): 95-103 (2019)Fast numerical optimization for genome sequencing data in population biobanks., , , , , , and . Bioinform., 37 (22): 4148-4155 (November 2021)The Elements of Statistical Learning, , and . Springer Series in Statistics Springer New York Inc., New York, NY, USA, (2001)Pathwise coordinate optimization, , , and . The Annals of Applied Statistics, 1 (2): 302--332 (Dec 14, 2007)The Elements of Statistical Learning, , and . Springer New York, (2009)Boosted PRIM with Application to Searching for Oncogenic Pathway of Lung Cancer., , , and . CSB, page 604-609. IEEE Computer Society, (2004)Principal component-guided sparse regression, , and . arXiv preprint arXiv:1810.04651, (2018)