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Table 1 Number of tomato data sets for which each estimator ranked in the top four.

From: Validation of differential gene expression algorithms: Application comparing fold-change estimation to hypothesis testing

algorithm cross validation posterior predictive expected loss
Wilcoxon stat. with emp. null 3 2
t stat. with emp. null 1 1
Wilcoxon stat. with locfdr 1 1
t stat. with locfdr 6 6
moderated t stat. with locfdr 5 5
moderated t stat. with limma 3 1
fold change shrinkage 1 1
Bayes factor 2 1
BIC 0 0
AICc 1 5
fold change > 1.41 0 0
fold change > 1 0 0
fold change > 2 0 0
all nulls true 1 1
all nulls false 0 0