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Nature methods , volume=

Data-driven hypothesis weighting increases detection power in genome-scale multiple testing , author= · 2016

2 Pith papers cite this work. Polarity classification is still indexing.

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stat.ME 2

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2026 2

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PRADAS: PRior-Assisted DAta Splitting for False Discovery Rate Control

stat.ME · 2026-04-21 · unverdicted · novelty 7.0

PRADAS derives a Bayes-optimal mirror statistic for any splitting scheme, establishes asymptotic FDR control under weak dependence, and optimizes the split ratio as a stopping time to improve power over standard equal-split methods.

Weighted Holm Procedures: Theory, Properties, and Recommendations

stat.ME · 2026-04-21 · conditional · novelty 5.0

The weighted Holm procedure (WHP) based on ordered weighted p-values is uniformly more powerful than the weighted alternative Holm procedure (WAP) based on ordered raw p-values, with stronger optimality properties under FWER control.

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Showing 2 of 2 citing papers.

  • PRADAS: PRior-Assisted DAta Splitting for False Discovery Rate Control stat.ME · 2026-04-21 · unverdicted · none · ref 71

    PRADAS derives a Bayes-optimal mirror statistic for any splitting scheme, establishes asymptotic FDR control under weak dependence, and optimizes the split ratio as a stopping time to improve power over standard equal-split methods.

  • Weighted Holm Procedures: Theory, Properties, and Recommendations stat.ME · 2026-04-21 · conditional · none · ref 104

    The weighted Holm procedure (WHP) based on ordered weighted p-values is uniformly more powerful than the weighted alternative Holm procedure (WAP) based on ordered raw p-values, with stronger optimality properties under FWER control.