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. Author manuscript; available in PMC: 2010 Jan 1.
Published in final edited form as: J Am Stat Assoc. 2009;104(485):234–248. doi: 10.1198/jasa.2009.0127

Table 4.

MedSEs for example 2

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