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math.ST2020★ 1 cited
Asymptotics of the Empirical Bootstrap Method Beyond Asymptotic Normality
Morgane Austern, Vasilis Syrgkanis
One of the most commonly used methods for forming confidence intervals for statistical inference is the empirical bootstrap, which is especially expedient when the limiting distrib…
math.ST2020
Asymptotics of Cross-Validation
Morgane Austern, Wenda Zhou
Cross validation is a central tool in evaluating the performance of machine learning and statistical models. However, despite its ubiquitous role, its theoretical properties are st…