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Table 1 Scenario 1

From: Prediction of heterogeneous differential genes by detecting outliers to a Gaussian tight cluster

Outlier no

COPA

OS

ORT

MOST

LSOSS

DOG

M

1

0.656

0.141

0.115

0.328

0.439

0.011

1.00

2

0.489

0.028

0.035

0.255

0.153

0.001

2.00

3

0.420

0.004

0.008

0.148

0.101

0.001

2.99

4

0.504

0.002

0.002

0.171

0.093

0.001

4.00

5

0.523

0.0005

0.001

0.132

0.093

0.001

4.96

6

0.264

<10−4

0.0002

0.120

0.098

0.001

6.00

7

0.113

<10−4

<10−4

0.099

0.099

0.001

6.98

8

0.108

<10−4

<10−4

0.096

0.104

0.001

7.97

9

0.055

<10−4

<10−4

0.079

0.107

0.001

8.99

  1. Scenario 1: average p-values for the simulated hDEG with variable outlier number from one to nine. M is the average number of outliers detected using DOG.