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Utaratibu wa Benjamini-Hochberg (Udhibiti wa FDR)×Marekebisho ya Holm (Holm-Bonferroni)×
NyanjaTakwimuTakwimu
FamiliaHypothesis testHypothesis test
Mwaka wa asili19951979
MwanzilishiYoav Benjamini & Yosef HochbergSture Holm
AinaFalse discovery rate (FDR) procedureFamily-wise error rate (FWER) correction
Chanzo asiliaBenjamini, Y., & Hochberg, Y. (1995). Controlling the false discovery rate: a practical and powerful approach to multiple testing. Journal of the Royal Statistical Society: Series B, 57(1), 289–300. DOI ↗Holm, S. (1979). A simple sequentially rejective multiple test procedure. Scandinavian Journal of Statistics, 6(2), 65–70. link ↗
Majina mbadalaBH procedure, FDR control, false discovery rate procedure, Benjamini-Hochberg düzeltmesiHolm-Bonferroni method, Holm step-down procedure, Holm's sequentially rejective procedure, Holm düzeltmesi
Zinazohusiana33
MuhtasariThe Benjamini-Hochberg (BH) procedure, introduced by Yoav Benjamini and Yosef Hochberg in 1995, controls the false discovery rate (FDR) — the expected proportion of false positives among all rejected hypotheses — rather than the probability of any false positive. By tolerating a controlled fraction of false discoveries, it delivers far greater power than family-wise error rate methods such as Bonferroni or Holm, which is why it has become the standard tool for large-scale simultaneous testing in genomics, neuroimaging, and other high-throughput fields.The Holm correction, introduced by Sture Holm in 1979, is a step-down multiple-comparison procedure that controls the family-wise error rate (FWER) at level α while rejecting at least as many hypotheses as the classical Bonferroni correction. It orders the observed p-values from smallest to largest and compares each against a threshold that starts strict and relaxes as testing proceeds, making it uniformly more powerful than Bonferroni at the same level of error control.
ScholarGateSeti ya data
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  1. v1
  2. 2 Vyanzo
  3. PUBLISHED

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ScholarGateLinganisha mbinu: Benjamini-Hochberg Procedure · Holm Correction. Imepatikana 2026-06-19 kutoka https://scholargate.app/sw/compare