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Bonferroni Correction/Evidence
Method evidence record

Bonferroni Correction

The Bonferroni correction is a conservative, universally applicable method for controlling the family-wise error rate (FWER) when conducting multiple simultaneous hypothesis tests. Grounded in Bonferroni's 1936 probability inequality and formalized for multiple comparisons by Olive Jean Dunn in 1961, the procedure divides the target significance level α by the number of tests m, ensuring that the probability of making even one false rejection across the entire family of tests does not exceed α.

Sources recorded, not reviewed

Source record

Citations copied verbatim from the method’s source record. No claim-level verification is inferred from them.

Bonferroni Family-Wise Error Rate Correction
Taxonomic method record · hypothesis-test / statistics
  • Bonferroni, C. E. (1936). Teoria statistica delle classi e calcolo delle probabilità. Pubblicazioni del R Istituto Superiore di Scienze Economiche e Commerciali di Firenze, 8, 3–62. · URL
  • Dunn, O. J. (1961). Multiple comparisons among means. Journal of the American Statistical Association, 56(293), 52–64. · DOI 10.1080/01621459.1961.10482090
  • Miller, R. G. (1981). Simultaneous Statistical Inference (2nd ed.). Springer-Verlag. · ISBN 978-1-4613-8124-2
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Claims persisted in the evidence ledger, each with its own assessment.

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Related methods

Generated from the method graph and shown as machine-suggested relations — no evidence claim is inferred.

Same method familyBenjamini-Hochberg Proceduremachine-suggested · Relational suggestion, not evidence.Same method familyHolm Correctionmachine-suggested · Relational suggestion, not evidence.Same method familyIndependent t-testmachine-suggested · Relational suggestion, not evidence.Same method familyOne-way ANOVAmachine-suggested · Relational suggestion, not evidence.Same method familyScheffé Testmachine-suggested · Relational suggestion, not evidence.

Evidence status

Sources recorded, not reviewed

Bibliographic sources are present. Claim-level evidence review has not been performed.

Sources

3 recorded citations, copied from the method source record.

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