Table 4.
σ | π | τ | Full | SCAD | Hard | L0.5 | AIC | BIC | RIC | Oracle |
---|---|---|---|---|---|---|---|---|---|---|
.1 | .05 | LS | 5.2505 | 0.7579 | 0.7696 | 1.0262 | 3.5733 | 1.8216 | 1.9568 | 0.7479 |
.1 | .05 | .10 | 2.9625 | 0.3609 | 0.3669 | 0.3934 | 0.3839 | 0.3654 | 0.3654 | 0.3098 |
.1 | .05 | .25 | 2.8904 | 0.3500 | 0.3615 | 0.3871 | 0.3872 | 0.3755 | 0.3755 | 0.3046 |
.1 | .05 | .50 | 2.7860 | 0.3537 | 0.3525 | 0.3954 | 0.3777 | 0.3682 | 0.3682 | 0.3084 |
.1 | .05 | .75 | 2.7805 | 0.3515 | 0.3551 | 0.4055 | 0.3876 | 0.3658 | 0.3658 | 0.3072 |
.1 | .05 | .90 | 2.9248 | 0.3593 | 0.3640 | 0.4160 | 0.4038 | 0.3942 | 0.3942 | 0.3197 |
| ||||||||||
.1 | .1 | LS | 9.1360 | 1.4144 | 1.3989 | 1.9219 | 6.1702 | 3.6743 | 3.8031 | 1.3557 |
.1 | .1 | .10 | 3.6928 | 0.4495 | 0.4643 | 0.5144 | 0.4690 | 0.4675 | 0.4675 | 0.4123 |
.1 | .1 | .25 | 3.5604 | 0.4413 | 0.4668 | 0.5082 | 0.4759 | 0.4702 | 0.4702 | 0.4198 |
.1 | .1 | .50 | 3.6038 | 0.4485 | 0.4523 | 0.5132 | 0.4743 | 0.4702 | 0.4702 | 0.4244 |
.1 | .1 | .75 | 3.5173 | 0.4508 | 0.4685 | 0.5270 | 0.4930 | 0.4918 | 0.4918 | 0.4190 |
.1 | .1 | .90 | 3.5477 | 0.4685 | 0.4817 | 0.5455 | 0.5140 | 0.5066 | 0.5066 | 0.4360 |
| ||||||||||
.2 | .05 | LS | 26.1258 | 16.3923 | 6.6318 | 7.4031 | 15.6449 | 11.9190 | 12.2234 | 4.7687 |
.2 | .05 | .10 | 7.1712 | 1.0638 | 1.1981 | 1.2334 | 1.2848 | 1.2942 | 1.2942 | 1.0974 |
.2 | .05 | .25 | 6.9312 | 1.0568 | 1.1707 | 1.2592 | 1.2891 | 1.2905 | 1.2905 | 1.1057 |
.2 | .05 | .50 | 6.7713 | 1.0910 | 1.2136 | 1.2808 | 1.3142 | 1.3094 | 1.3094 | 1.1157 |
.2 | .05 | .75 | 7.1882 | 1.1091 | 1.3154 | 1.3082 | 1.3569 | 1.3569 | 1.3552 | 1.1480 |
.2 | .05 | .90 | 7.1637 | 1.1574 | 1.2728 | 1.3477 | 1.4036 | 1.4085 | 1.4036 | 1.1573 |
| ||||||||||
.2 | .1 | LS | 52.0506 | 72.4912 | 127.1681 | 13.9245 | 24.0957 | 18.9553 | 19.1162 | 9.1986 |
.2 | .1 | .10 | 9.8230 | 1.7160 | 1.9919 | 1.9998 | 2.1483 | 2.4303 | 2.3086 | 1.7300 |
.2 | .1 | .25 | 9.5495 | 1.6977 | 1.9183 | 1.9743 | 2.1899 | 2.4234 | 2.2989 | 1.7625 |
.2 | .1 | .50 | 9.5487 | 1.7500 | 2.0045 | 2.0589 | 2.2897 | 2.5340 | 2.4321 | 1.7535 |
.2 | .1 | .75 | 9.6995 | 1.7806 | 1.9767 | 2.0562 | 2.2263 | 2.4990 | 2.4066 | 1.8252 |
.2 | .1 | .90 | 9.8581 | 1.8075 | 1.9991 | 2.0678 | 2.1863 | 2.4859 | 2.4025 | 1.8757 |
Values in table equal 100*MedSE