In this tutorial, we will show you how to apply the Benjamini-Hochberg procedure in order to calculate the False Discovery Rate (FDR) and the P-Value Adjusted.The Benjamini-Hochberg procedure, also known as the False Discovery Rate (FDR) procedure, is a statistical method used in multiple ...
在R中进行任何类型的统计分析时，您通常不需要重新发明轮子。p.adjust(p, method = 'hochberg', n =...
The method of Benjamini & Hochberg (1995) and an adaptive version of it are adjusted to this set-up, transforming them to valid |$p$| -value-based, false discovery rate-controlling methods that do not rely on specifying the correlation structure of the explanatory variabl...
在R中进行任何类型的统计分析时，您通常不需要重新发明轮子。p.adjust(p, method = 'hochberg', n =...
B Dabbs,P Burckhardt 被引量: 261发表: 2014年 Use of the false discovery rate for evaluating clinical safety data. The method involves a two-step application of adjusted P values based on the Benjamini and Hochberg false discovery rate (FDR). Data from three moderate... DV Mehrotra,JF Heyse...
The BH method based on ordinary least squares estimates of the regressions coefficients is adjusted to this setup, making it a valid p p -value based FDR controlling method that does not rely on any specific correlation structure of the explanatory variables. Simulations and real data applications...
a proportional hazards model is performed to examine an association between each gene and the survival rates of patients separately, and then adjust identified log-rank P-values following Benjamini-Hochberg FDR. Genes with adjusted log-rank P-values (also known as Q-values) <= 0.05 are ...
Executes the Benjamini & Hochberg (1995) procedure for controlling the false discovery rate (FDR) of a family of hypothesis tests. FDR is the expected proportion of rejected hypotheses that are mistakenly rejected (i.e., the null hypothesis is actually true for those tests). FDR is generally ...
In some cases, rather than finding the cutoff index for rejecting tests, the so-called Benjamini–Hochberg-adjusted p-values are used; these are the p-values transformed by the formula on the right-hand side of the above inequality and truncated at 1. In the field of genetics it is used...
In some cases, rather than finding the cutoff index for rejecting tests, the so-called Benjamini–Hochberg-adjusted p-values are used; these are the p-values transformed by the formula on the right-hand side of the above inequality and truncated at 1. In the field of genetics it is used...