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Stochastic simulations of Benjamini-Hochberg vs Bonferroni and Gene Ontology Enrichment Simulations

Authors: Klopfenstein, DV;

Stochastic simulations of Benjamini-Hochberg vs Bonferroni and Gene Ontology Enrichment Simulations

Abstract

There are two sets of stochastic simulations in this open-source software. The first is used to analyze the performance of Benjamini-Hochberg vs Bonferroni multiple test corrections. This was a warm-up to explore potential software architecture and visualizations of the simulation results. The second tests the performance of gene ontology enrichment analyses (GOEAs) with Benjamini-Hochberg multiple test corrections for analyses run in GOA TOOLs.

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Keywords

stochastic simulations, Bonferroni, Benjamini-Hochberg

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This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
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influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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