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Regression shrinkage and selection via the lasso: a retrospective

. Journal of the Royal Statistical Society: Series B (Statistical Methodology), 73 (3): 273--282 (2011)

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The science of Bradley Efron : selected papers, , and . Springer, New York, (2008)A penalized matrix decomposition, with applications to sparse principal components and canonical correlation analysis, , and . Biostatistics, 10 (3): 515-534 (2009)Estimating the Number of Clusters in a Data Set via the Gap Statistic, , and . Journal of the Royal Statistical Society Series B, (2001)Least angle regression, , , and . The Annals of Statistics, 32 (2): 407--499 (2004)Additive logistic regression: a statistical view of boosting (with discussion), , and . The Annals of Statistics, 28 (2): 337--374 (April 2000)Nearly-Isotonic Regression., , and . Technometrics, 53 (1): 54-61 (2011)Sparse regression and marginal testing using cluster prototypes, and . Biostatistics, (Nov 27, 2015)Regression shrinkage and selection via the lasso. Journal of the Royal Statistical Society: Series B (Methodological), 58 (1): 267--288 (1996)Feature-weighted elastic net: using "features of features" for better prediction, , , and . Statistica Sinica, 33 (1): 259--279 (January 2023)An Introduction to Statistical Learning with Applications in Python, , , , and . Springer Texts in Statistics Springer, Cham, (2023)