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Table 1 Simulated (π) and predicted ( π ˜ MathType@MTEF@5@5@+=feaagaart1ev2aaatCvAUfKttLearuWrP9MDH5MBPbIqV92AaeXatLxBI9gBaebbnrfifHhDYfgasaacPC6xNi=xH8viVGI8Gi=hEeeu0xXdbba9frFj0xb9qqpG0dXdb9aspeI8k8fiI+fsY=rqGqVepae9pg0db9vqaiVgFr0xfr=xfr=xc9adbaqaaeGaciGaaiaabeqaaeqabiWaaaGcbaGafqiWdaNbaGaaaaa@2DA1@ ; average of the posterior mean across-genes and replicates) heterogeneity and percentage of genes falling within each category of the Bayes Factor for the three simulation scenarios

From: Between-groups within-gene heterogeneity of residual variances in microarray gene expression data

   

1 ≥

3.16 ≥

10 ≥

31.62 ≥

 

π

π ˜ MathType@MTEF@5@5@+=feaagaart1ev2aaatCvAUfKttLearuWrP9MDH5MBPbIqV92AaeXatLxBI9gBaebbnrfifHhDYfgasaacPC6xNi=xH8viVGI8Gi=hEeeu0xXdbba9frFj0xb9qqpG0dXdb9aspeI8k8fiI+fsY=rqGqVepae9pg0db9vqaiVgFr0xfr=xfr=xc9adbaqaaeGaciGaaiaabeqaaeqabiWaaaGcbaGafqiWdaNbaGaaaaa@2DA1@ 1

BF HE/HO i MathType@MTEF@5@5@+=feaagaart1ev2aaatCvAUfKttLearuWrP9MDH5MBPbIqV92AaeXatLxBI9gBaebbnrfifHhDYfgasaacPC6xNi=xH8viVGI8Gi=hEeeu0xXdbba9frFj0xb9qqpG0dXdb9aspeI8k8fiI+fsY=rqGqVepae9pg0db9vqaiVgFr0xfr=xfr=xc9adbaqaaeGaciGaaiaabeqaaeqabiWaaaGcbaGaeeOqaiKaeeOray0aaSbaaSqaaiabbIeaijabbweafjabb+caViabbIeaijabb+eapnaaBaaameaacqWGPbqAaeqaaaWcbeaaaaa@34FB@

BF HE/HO i MathType@MTEF@5@5@+=feaagaart1ev2aaatCvAUfKttLearuWrP9MDH5MBPbIqV92AaeXatLxBI9gBaebbnrfifHhDYfgasaacPC6xNi=xH8viVGI8Gi=hEeeu0xXdbba9frFj0xb9qqpG0dXdb9aspeI8k8fiI+fsY=rqGqVepae9pg0db9vqaiVgFr0xfr=xfr=xc9adbaqaaeGaciGaaiaabeqaaeqabiWaaaGcbaGaeeOqaiKaeeOray0aaSbaaSqaaiabbIeaijabbweafjabb+caViabbIeaijabb+eapnaaBaaameaacqWGPbqAaeqaaaWcbeaaaaa@34FB@

BF HE/HO i MathType@MTEF@5@5@+=feaagaart1ev2aaatCvAUfKttLearuWrP9MDH5MBPbIqV92AaeXatLxBI9gBaebbnrfifHhDYfgasaacPC6xNi=xH8viVGI8Gi=hEeeu0xXdbba9frFj0xb9qqpG0dXdb9aspeI8k8fiI+fsY=rqGqVepae9pg0db9vqaiVgFr0xfr=xfr=xc9adbaqaaeGaciGaaiaabeqaaeqabiWaaaGcbaGaeeOqaiKaeeOray0aaSbaaSqaaiabbIeaijabbweafjabb+caViabbIeaijabb+eapnaaBaaameaacqWGPbqAaeqaaaWcbeaaaaa@34FB@

BF HE/HO i MathType@MTEF@5@5@+=feaagaart1ev2aaatCvAUfKttLearuWrP9MDH5MBPbIqV92AaeXatLxBI9gBaebbnrfifHhDYfgasaacPC6xNi=xH8viVGI8Gi=hEeeu0xXdbba9frFj0xb9qqpG0dXdb9aspeI8k8fiI+fsY=rqGqVepae9pg0db9vqaiVgFr0xfr=xfr=xc9adbaqaaeGaciGaaiaabeqaaeqabiWaaaGcbaGaeeOqaiKaeeOray0aaSbaaSqaaiabbIeaijabbweafjabb+caViabbIeaijabb+eapnaaBaaameaacqWGPbqAaeqaaaWcbeaaaaa@34FB@

BF HE/HO i MathType@MTEF@5@5@+=feaagaart1ev2aaatCvAUfKttLearuWrP9MDH5MBPbIqV92AaeXatLxBI9gBaebbnrfifHhDYfgasaacPC6xNi=xH8viVGI8Gi=hEeeu0xXdbba9frFj0xb9qqpG0dXdb9aspeI8k8fiI+fsY=rqGqVepae9pg0db9vqaiVgFr0xfr=xfr=xc9adbaqaaeGaciGaaiaabeqaaeqabiWaaaGcbaGaeeOqaiKaeeOray0aaSbaaSqaaiabbIeaijabbweafjabb+caViabbIeaijabb+eapnaaBaaameaacqWGPbqAaeqaaaWcbeaaaaa@34FB@

BF HE/HO i MathType@MTEF@5@5@+=feaagaart1ev2aaatCvAUfKttLearuWrP9MDH5MBPbIqV92AaeXatLxBI9gBaebbnrfifHhDYfgasaacPC6xNi=xH8viVGI8Gi=hEeeu0xXdbba9frFj0xb9qqpG0dXdb9aspeI8k8fiI+fsY=rqGqVepae9pg0db9vqaiVgFr0xfr=xfr=xc9adbaqaaeGaciGaaiaabeqaaeqabiWaaaGcbaGaeeOqaiKaeeOray0aaSbaaSqaaiabbIeaijabbweafjabb+caViabbIeaijabb+eapnaaBaaameaacqWGPbqAaeqaaaWcbeaaaaa@34FB@

  

< 1

< 3.16

< 10

< 31.62

< 100

≥ 100

Simulation scenario 1

0.5

0.498

88 to 98

1 to 12

1 to 3

0

0

0

0.4

0.412

60 to 84

2 to 28

1 to 16

0 to 8

0 to 4

0 to 4

0.3

0.301

20 to 48

16 to 36

12 to 28

4 to 12

0 to 12

0 to 16

0.2

0.196

4 to 16

8 to 32

4 to 28

4 to 24

8 to 28

16 to 36

0.1

0.121

0

0 to 4

0 to 4

0 to 8

0 to 8

84 to 100

Simulation scenario 2

0.5

0.492

90 to 98

2 to 11

0 to 2

0 to 1

0

0

0.4

0.407

64 to 89

1 to 22

0 to 11

0 to 7

0 to 2

0 to 1

0.3

0.296

23 to 51

11 to 27

9 to 22

2 to 9

0 to 8

0 to 7

0.2

0.201

10 to 21

7 to 30

2 to 25

2 to 25

3 to 27

9 to 31

0.1

0.115

0 to 1

0 to 8

0 to 10

0 to 12

0 to 17

76 to 100

Simulation scenario 3

0.5

0.508

90 to 97

1 to 11

1 to 4

0

0

0

0.4

0.409

62 to 87

1 to 26

0 to 14

0 to 6

0 to 4

0 to 3

0.3

0.308

23 to 51

15 to 34

10 to 25

3 to 10

0 to 9

0 to 10

0.2

0.211

5 to 17

7 to 31

4 to 26

4 to 23

7 to 26

14 to 31

0.1

0.119

0 to 1

0 to 8

0 to 8

0 to 10

0 to 11

77 to 100

  1. 1Empirical standard errors were smaller than 0.01 in all cases.