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 ...
for variable selection in multiple regression. 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...
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...
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 =...
您通常不需要重新发明轮子。p.adjust(p, method = 'hochberg', n = length(p))
False Discovery Rate-Adjusted Multiple Confidence Intervals for Selected Parameters Often in applied research, confidence intervals (CIs) are constructed or reported only for parameters selected after viewing the data. We show that such se... Y Benjamini,D Yekutieli - 《Journal of the American Statis...
I was able to locate the 'calculate adjusted p-values' option in descriptive statistics. But I cannot figure out how to use this for my GLM. For example, when conducting the general linear model (GLM), SPSS gives you a post-hoc option to apply multiple comparison corr...
In this work we investigate the properties of the statistical power of the Benjamini-Hochberg procedure. That procedure provides a widely used method for controlling the False Discovery Rate in a multiple comparison setup. We show that in many cases the statistical power of the p-values adjusted ...
In this work we investigate the properties of the statistical power of the Benjamini-Hochberg procedure. That procedure provides a widely used method for controlling the False Discovery Rate in a multiple comparison setup. We show that in many cases the statistical power of the p-values adjusted ...
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 - 《Statistical Methods in Medical Research》 被引量: 151发表: 2004年 Use of the false discovery rate for evaluati...