Proposes estimating lfdr via the surrogate density ratio f(-w)/f(w) using logistic regression with natural cubic splines, with asymptotic control if the estimator is consistent.
arXiv preprint arXiv:2106.15743 , year=
2 Pith papers cite this work. Polarity classification is still indexing.
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stat.ME 2years
2026 2verdicts
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Introduces SCQ and P-TAMS for structure-adaptive conformal inference under pairwise exchangeability, claiming finite-sample FDR control for large-scale OOD testing.
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Estimating the local false discovery rate under an unknown symmetric null
Proposes estimating lfdr via the surrogate density ratio f(-w)/f(w) using logistic regression with natural cubic splines, with asymptotic control if the estimator is consistent.
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Structure-Adaptive Conformal Inference for Large-Scale Out-of-Distribution Testing
Introduces SCQ and P-TAMS for structure-adaptive conformal inference under pairwise exchangeability, claiming finite-sample FDR control for large-scale OOD testing.