Table 4. FGMM for weak minimal signal β4 = −0.5, β5 = 0.1.
p = 50 | m = 10 | p = 200 | m = 50 | |||
---|---|---|---|---|---|---|
λ = 0.05 | λ = 0.1 | λ = 0.5 | λ = 0.05 | λ = 0.1 | λ = 0.5 | |
MSES | 0.128 (0.020) | 0.107 (0.000) | 0.118 (0.056) | 0.138 (0.061) | 0.125 (0.074) | 0.238 (0.154) |
MSEN | 0.155 (0.054) | 0.097 (0.000) | 0.021 (0.033) | 0.134 (0.052) | 0.108 (0.043) | 0.084 (0.062) |
TP | 4.12 (0.327) | 4 (0) | 4 (0) | 4.04 (0.281) | 3.98 (0.141) | 3.8 (0.402) |
FP | 4.93 (1.578) | 5 (0) | 2.08 (0.367) | 4.72 (1.198) | 4.3 (0.948) | 1.95 (1.351) |