Table 2.
Simulation study (sparse and nonsparse scenario): variable selection results (selection of pm variables, where pm is the mean model size as described in Section 2.4).
| Prior setting | Sparse setting | Nonsparse setting | ||||||
|---|---|---|---|---|---|---|---|---|
| #TP | #FN | #FP | #TN | #TP | #FN | #FP | #TN | |
| Uninformative | 4 | 2 | 6 | 488 | 13 | 109 | 6 | 372 |
| Correct informative | 6 | 0 | 5 | 489 | 22 | 100 | 3 | 375 |
| Incorrect informative | 4 | 2 | 6 | 488 | 4 | 118 | 8 | 370 |
#TP = number of true positives, #FN = number of false negatives, #FP = number of false positives, and #TN = number of true negatives.