Skip to main content

Table 5 Adjusted thresholds and adjusted p-values by BF, BH, By, M1, M2, and M3 procedures in the illustration example

From: Modifying the false discovery rate procedure based on the information theory under arbitrary correlation structure and its performance in high-dimensional genomic data

 

Sorted p-values

Adjustment Procedures

BF

BH

BY

M1

M2

M3

Adjusted thresholds

0.0023

0.0125**

0.0125**

0.0046**

0.0125**

0.0125**

0.0125**

0.0098

0.0125**

0.0250**

0.0092

0.0227**

0.0238**

0.0249**

0.0139

0.0125

0.0375**

0.0138

0.0269**

0.0300**

0.0343**

0.0221

0.0125

0.0500**

0.0184

0.0276**

0.0312**

0.0366**

0.0348

0.0125

0.0625**

0.0230

0.0298

0.0350**

0.0430**

0.0421

0.0125

0.0750**

0.0276

0.0311

0.0375

0.0475**

0.0463

0.0125

0.0875**

0.0322

0.0395

0.0475

0.0595**

0.0520

0.0125

0.0999**

0.0368

0.0401

0.0488

0.0619**

Adjusted p-values

0.0023

0.0184*

0.0184*

0.0500*

0.0184*

0.0184*

0.0184*

0.0098

0.0784*

0.0392*

0.1065

0.0431*

0.0413*

0.0394*

0.0139

0.1112

0.0371*

0.1007

0.0517*

0.0463*

0.0406*

0.0221

0.1768

0.0442*

0.1201

0.0802*

0.0707*

0.0603*

0.0348

0.2784

0.0557*

0.1513

0.1169

0.0994*

0.0809*

0.0421

0.3368

0.0561*

0.1526

0.1352

0.1123

0.0886*

0.0463

0.3704

0.0529*

0.1438

0.1173

0.0975

0.0778*

0.0520

0.4160

0.0520*

0.1413

0.1296

0.1067

0.0840*

  1. *This adjusted p-value is less than α = 0.1
  2. **p(i) is less than the adjusted threshold