p value - Bonferonni versus FDR - Cross Validated
Oct 26, 2016 · My question is rather simple: When should you use the Bonferroni correction over the FDR correction? I've read about that the Bonferroni correction applies a more conservative …
Multiple comparison correction (Bonferroni vs. Holm Bonferroni)
Jan 9, 2018 · For Bonferroni you multiply (not divide) by the number of p-values to get adjusted p-values. Holm-Bonferroni is slightly more complicated to correct, but most statistical packages …
multiple comparisons - Sidak or Bonferroni? - Cross Validated
Bonferroni is only marginally more conservative than Sidak. For instance, for 2 comparisons and a familywise alpha of .05, Sidak would conduct each test at .0253 and Bonferroni would conduct …
Bonferroni Correction for Post Hoc Analysis in ANOVA & Regression
May 20, 2015 · You would apply the Bonferroni to post hoc multiple comparisons following rejection of a one-way ANOVA. In fact that is a canonical example of when to apply the …
What's wrong with Bonferroni adjustments? - Cross Validated
Oct 17, 2014 · I read the following paper: Perneger (1998) What's wrong with Bonferroni adjustments. The author summarized by saying that Bonferroni adjustment have, at best, …
How and when to use the Bonferroni adjustment - Cross Validated
Is it appropriate to use a Bonferroni adjustment in all cases of multiple testing? If one performs a test on a data set, then one splits that data set into finer levels (e.g. split the data by gender) …
bonferroni - Quantitatively distinguishing between multiple …
Feb 6, 2024 · They describe Bonferroni as the most conservative, and Tukey HSD as "moderately" conservative. In cases where there are "many" comparisons, techniques to …
Wilcoxon signed-rank test with Bonferroni-Holm correction for ...
Dec 20, 2025 · Then, I've used two-sided Wilcoxon signed rank test between F1-scores of algorithm A and all other algorithms, and subsequently applied Holm-Bonferroni correction due …
statistical significance - How does the Bonferroni correction …
Jul 3, 2020 · In section 2 of this PDF, it is stated that the Bonferroni correction "benefits" from the tests being independent, and that if tests are not independent, …
multiple linear mixed models - multiple comparisons adjustment
Feb 15, 2024 · So, Bonferroni correction for you would lead to critical p-value of 0.05 / 144 = 0.000347 As Jacob Cohen put it, decades ago, "this is a subject on which reasonable people …