Table 2.
Equal correlation setting, fixed signal: Median of number of nonzero coefficients and standard deviations (in parentheses). Signal all equal to 1. s0 = 10.
| ρ | ROAD | S-ROAD1 | S-ROAD2 | D-ROAD | SCRDA | NSC | FAIR |
|---|---|---|---|---|---|---|---|
| 0 | 16.00(24.16) | 10.00(1.31) | 17.00(4.31) | 29.50(58.54) | 10.00(13.25) | 10.00(44.86) | 11.00(1.62) |
| 0.1 | 117.50(30.50) | 11.00(3.32) | 21.00(4.15) | 14.00(122.02) | 1000.00(345.48) | 35.50(117.32) | 10.00(0.27) |
| 0.2 | 130.50(33.33) | 11.00(6.99) | 22.00(8.98) | 15.50(111.42) | 1000.00(0.00) | 95.00(120.17) | 10.00(0.69) |
| 0.3 | 136.50(36.16) | 11.00(11.56) | 22.00(10.38) | 17.50(106.16) | 1000.00(0.00) | 103.50(117.52) | 9.00(1.19) |
| 0.4 | 135.00(34.43) | 10.00(14.21) | 22.00(17.07) | 10.00(98.10) | 1000.00(0.00) | 70.00(131.65) | 8.00(1.33) |
| 0.5 | 138.50(38.17) | 9.00(21.71) | 22.00(21.56) | 10.00(105.33) | 1000.00(0.00) | 65.00(137.97) | 7.00(1.30) |
| 0.6 | 148.00(49.74) | 10.50(27.92) | 22.00(31.88) | 10.00(110.23) | 1000.00(0.00) | 38.00(141.91) | 6.00(1.30) |
| 0.7 | 170.50(52.29) | 11.00(37.37) | 22.00(41.76) | 1.00(118.43) | 1000.00(0.00) | 27.50(140.10) | 5.00(1.20) |
| 0.8 | 203.00(27.72) | 12.00(50.36) | 24.00(59.23) | 1.00(143.83) | 1000.00(10.92) | 15.00(157.98) | 5.00(1.29) |
| 0.9 | 151.50(8.02) | 14.00(55.32) | 28.00(50.45) | 1.00(153.27) | 1000.00(56.30) | 14.00(225.38) | 3.00(1.08) |