Table B8.
Comparison for scenario in Garcia, Ibrahim and Zhu (2010a), Section 4.1
L1 | L2 | MPSE | TP | TN | MCC | ||
---|---|---|---|---|---|---|---|
n =40 | MILS | 1.04 | 0.58 | 1.67 | 2.98 | 4.87 | 0.97 |
σ = 1 | LDlasso | 1.57 | 0.59 | 1.56 | 3.00 | 2.24 | 0.54 |
MIRL | 1.21 | 0.65 | 1.77 | 2.98 | 4.83 | 0.98 | |
CW | 1.72 | 0.77 | 1.81 | 3.00 | 3.09 | 0.64 | |
RRstep | 1.31 | 0.72 | 1.75 | 2.96 | 4.80 | 0.95 | |
GarciaAlasso | 3.00 | 4.64 | 0.91 | ||||
GarciaSCAD | 3.00 | 4.64 | 0.91 | ||||
n = 40 | MILS | 3.75 | 6.26 | 6.67 | 2.07 | 4.76 | 0.73 |
σ = 3 | LDlasso | 5.20 | 6.32 | 7.31 | 2.74 | 2.65 | 0.50 |
MIRL | 3.82 | 5.55 | 6.31 | 2.24 | 4.71 | 0.80 | |
CW | 3.77 | 3.94 | 4.40 | 2.93 | 3.49 | 0.68 | |
RRstep | 4.26 | 6.60 | 5.53 | 2.24 | 4.65 | 0.71 | |
GarciaAlasso | 2.72 | 4.31 | 0.75 | ||||
GarciaSCAD | 2.67 | 4.53 | 0.79 | ||||
n = 60 | MILS | 0.87 | 0.38 | 1.33 | 2.99 | 4.76 | 0.95 |
σ = 1 | LDlasso | 1.30 | 0.39 | 1.34 | 3.00 | 2.48 | 0.62 |
MIRL | 0.86 | 0.31 | 1.29 | 2.99 | 4.98 | 0.99 | |
CW | 1.31 | 0.45 | 1.40 | 3.00 | 3.24 | 0.65 | |
RRstep | 1.00 | 0.40 | 1.33 | 2.99 | 4.76 | 0.94 | |
GarciaAlasso | 3.00 | 4.83 | 0.96 | ||||
GarciaSCAD | 3.00 | 4.86 | 0.96 |