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Holm Correction (Holm-Bonferroni)×বেঞ্জামিনি-হকবার্গ পদ্ধতি (FDR নিয়ন্ত্রণ)×
ক্ষেত্রপরিসংখ্যানপরিসংখ্যান
পরিবারHypothesis testHypothesis test
উদ্ভবের বছর19791995
প্রবর্তকSture HolmYoav Benjamini & Yosef Hochberg
ধরনFamily-wise error rate (FWER) correctionFalse discovery rate (FDR) procedure
মৌলিক উৎসHolm, S. (1979). A simple sequentially rejective multiple test procedure. Scandinavian Journal of Statistics, 6(2), 65–70. link ↗Benjamini, 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 ↗
অপর নামHolm-Bonferroni method, Holm step-down procedure, Holm's sequentially rejective procedure, Holm düzeltmesiBH procedure, FDR control, false discovery rate procedure, Benjamini-Hochberg düzeltmesi
সম্পর্কিত33
সারসংক্ষেপThe 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.The 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.
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ScholarGateপদ্ধতির তুলনা করুন: Holm Correction · Benjamini-Hochberg Procedure. 2026-06-19 তারিখে সংগৃহীত, উৎস: https://scholargate.app/bn/compare