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Bootstrap methods for standard errors, confidence intervals, and other measures of statistical accuracy

, and . Statistical science, (1986)

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The science of Bradley Efron : selected papers, , and . Springer, New York, (2008)Estimating the Number of Clusters in a Data Set via the Gap Statistic, , and . Journal of the Royal Statistical Society Series B, (2001)A penalized matrix decomposition, with applications to sparse principal components and canonical correlation analysis, , and . Biostatistics, 10 (3): 515-534 (2009)Nearly-Isotonic Regression., , and . Technometrics, 53 (1): 54-61 (2011)Additive logistic regression: a statistical view of boosting (with discussion), , and . The Annals of Statistics, 28 (2): 337--374 (April 2000)Least angle regression, , , and . The Annals of Statistics, 32 (2): 407--499 (2004)Sparse regression and marginal testing using cluster prototypes, and . Biostatistics, (Nov 27, 2015)Machine learning methods applied to DNA microarray data can improve the diagnosis of cancer., and . SIGKDD Explor., 5 (2): 48-55 (2003)Integration of mechanistic immunological knowledge into a machine learning pipeline improves predictions., , , , , , , , , and 21 other author(s). Nat. Mach. Intell., 2 (10): 619-628 (2020)Feature-weighted elastic net: using "features of features" for better prediction, , , and . Statistica Sinica, 33 (1): 259--279 (January 2023)