Table 4.
Average selection results (standard errors in parentheses) for 100 runs in Example 2
ρ | R2 | corrlin | corrnon | corrlnn | corr0 | LNto0 | LtoN | NtoL |
---|---|---|---|---|---|---|---|---|
oracle: | 3 | 2 | 2 | 13 | 0 | 0 | 0 | |
0 | 0.95 | 3.00 (0.00) | 1.85 (0.04) | 1.99 (0.01) | 12.79 (0.09) | 0.00 (0.00) | 0.00 (0.00) | 0.00 (0.00) |
0.75 | 2.95 (0.02) | 1.66 (0.06) | 1.91 (0.03) | 11.98 (0.11) | 0.05 (0.02) | 0.00 (0.00) | 0.01 (0.01) | |
0.55 | 2.77 (0.05) | 1.31 (0.07) | 1.73 (0.05) | 10.60 (0.23) | 0.24 (0.05) | 0.01 (0.01) | 0.26 (0.05) | |
0.35 | 2.31 (0.09) | 0.90 (0.07) | 1.39 (0.07) | 9.29 (0.27) | 0.88 (0.12) | 0.06 (0.02) | 0.55 (0.06) | |
0.5 | 0.95 | 2.97 (0.02) | 1.81 (0.04) | 1.98 (0.01) | 12.55 (0.12) | 0.00 (0.00) | 0.03 (0.02) | 0.00 (0.00) |
0.75 | 2.82 (0.04) | 1.29 (0.07) | 1.58 (0.05) | 11.33 (0.18) | 0.17 (0.04) | 0.01 (0.01) | 0.31 (0.05) | |
0.55 | 2.50 (0.07) | 0.98 (0.07) | 1.07 (0.08) | 9.66 (0.24) | 0.57 (0.08) | 0.02 (0.01) | 0.90 (0.08) | |
0.35 | 1.72 (0.11) | 0.51 (0.06) | 0.65 (0.07) | 9.47 (0.31) | 1.80 (0.17) | 0.03 (0.02) | 1.35 (0.09) | |
0.8 | 0.95 | 2.99 (0.01) | 1.78 (0.05) | 1.95 (0.02) | 12.48 (0.18) | 0.00 (0.00) | 0.01 (0.01) | 0.00 (0.00) |
0.75 | 2.62 (0.06) | 1.30 (0.07) | 1.50 (0.06) | 11.07 (0.22) | 0.38 (0.06) | 0.00 (0.00) | 0.34 (0.05) | |
0.55 | 2.29 (0.08) | 0.94 (0.06) | 1.12 (0.07) | 9.14 (0.27) | 0.76 (0.09) | 0.04 (0.02) | 0.94 (0.07) | |
0.35 | 1.46 (0.11) | 0.53 (0.06) | 0.63 (0.07) | 9.70 (0.35) | 2.34 (0.19) | 0.06 (0.02) | 1.05 (0.09) |