 
M_{avg}

t

d_{90th percentile}

d_{SAM}

Z(I_{avg})

Z(I_{min})


R
^{2}

Dataset 4 #1

0.89

0.00

0.86

0.87

0.93

0.94


Dataset 4 #2

0.90

0.00

0.87

0.87

0.93

0.93


Dataset 4 #3

0.89

0.00

0.88

0.88

0.95

0.95

Slope

Dataset 4 #1

0.90

0.00

0.97

1.63

1.00

1.00


Dataset 4 #2

0.93

0.01

0.96

0.58

1.02

1.04


Dataset 4 #3

1.00

0.07

0.96

0.74

1.09

1.08

 Linear regression slope coefficients and R^{2} coefficients are calculated between corresponding statistics from two replicate threearray subsets of Dataset 4. Columns represent (left to right): the average logged ratio M_{avg}, the tstatistic, the 90^{th} percentile penalized statistic, the SAM penalized statistic, the Zstatistic using I_{avg} pooling metric and the Zstatistic using I_{min} for three different pairs of subsets. Although M_{avg} is not a statistical test, it is included in this table for comparison.