25 citations · 108 across the 19 of their papers we have counts for
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stat.ME2021
Testing for Outliers with Conformal p-values
Stephen Bates, Emmanuel Candès, Lihua Lei +2
This paper studies the construction of p-values for nonparametric outlier detection, taking a multiple-testing perspective. The goal is to test whether new independent samples belo…
stat.ME2021
Cross-validation: what does it estimate and how well does it do it?
Stephen Bates, Trevor Hastie, Robert Tibshirani
Cross-validation is a widely-used technique to estimate prediction error, but its behavior is complex and not fully understood. Ideally, one would like to think that cross-validati…