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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.