Table 2 Number of MAQC data sets for which each estimator ranked in the top four.
algorithm | cross validation posterior | predictive expected loss |
|---|---|---|
Wilcoxon stat. with emp. null | 0 | 0 |
t stat. with emp. null | 0 | 0 |
Wilcoxon stat. with locfdr | 0 | 0 |
t stat. with locfdr | 1 | 3 |
moderated t stat. with locfdr | 3 | 3 |
moderated t stat. with limma | 2 | 0 |
fold change shrinkage | 0 | 0 |
Bayes factor | 3 | 0 |
BIC | 2 | 3 |
AICc | 1 | 3 |
fold change > 1.41 | 0 | 0 |
fold change > 1 | 0 | 0 |
fold change > 2 | 0 | 0 |
all nulls true | 0 | 0 |
all nulls false | 0 | 0 |