most citedAnalysis of Bootstrap and Subsampling in High-dimensional Regularized Regression

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stat.ML2024

Analysis of Bootstrap and Subsampling in High-dimensional Regularized Regression

Lucas Clarté, Adrien Vandenbroucque, Guillaume Dalle +3

We investigate popular resampling methods for estimating the uncertainty of statistical models, such as subsampling, bootstrap and the jackknife, and their performance in high-dime…