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20112025
most citedDeciding whether follow-up studies have replicated findings in a preliminary large-scale "omics' study"

51 citations · 147 across the 14 of their papers we have counts for

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Showing 2017Show all

2 papers · 1 filter

cs.CL2017★ 2 cited

Replicability Analysis for Natural Language Processing: Testing Significance with Multiple Datasets

Rotem Dror, Gili Baumer, Marina Bogomolov +1

With the ever-growing amounts of textual data from a large variety of languages, domains, and genres, it has become standard to evaluate NLP algorithms on multiple datasets in orde…

stat.ME2017★ 16 cited

Testing hypotheses on a tree: new error rates and controlling strategies

Marina Bogomolov, Christine B. Peterson, Yoav Benjamini +1

We introduce a multiple testing procedure (TreeBH) which addresses the challenge of controlling error rates at multiple levels of resolution. Conceptually, we frame this problem as…