Oracle Group Benjamini-Hochberg CorrectionKris Sankaran
How to Run the Benjamini–Hochberg procedure Put the individual p-values in ascending order. Assign ranks to the p-values. For example, the smallest has a rank of 1, the second smallest has a rank of 2. Calculate each individual p-value’s Benjamini-Hochberg critical value, using the form...
TheBenjamini-Yekutieliapproach is similar to the Benjamini-Hochberg approach, but instead of finding the testj= max {i:pi< (i/k)α}, we seekj= max {i:pi< (i/k)α′} whereα′ =α/ . This test is more conservative than the Benjamini-Hochberg test. Example 2: Rep...
The Benjamini–Hochberg method controls the False Discovery Rate (FDR) using sequential modified Bonferroni correction for multiple hypothesis testing. While the Bonferroni correction relies on the Family Wise Error Rate (FWER), Benjamini and Hochberg introduced the idea of a FDR to control for multipl...
method指定矫正用的方法。可以用的方法可以通过运行“p.adjust.methods ”来查看,有: Bonferroni correction ("bonferroni") ,Holm (1979) ("holm"), Hochberg (1988) ("hochberg"), Hommel (1988) ("hommel") and Benjamini & Hochberg (1995) ("fdr"或“BH”) ...