. 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 1.

MedSEs for example 1

(c₁, c₂)	Error	Full	SCAD	Hard	L_0.5	AIC	BIC	RIC	Oracle
Incorporating measurement error
(1,1)	Homo	20.942	2.542	2.897	3.279	9.172	5.223	5.437	2.289
(1,1)	Hete	25.891	3.517	3.930	4.404	12.236	6.346	6.906	2.960

(.5,1)	Homo	8.894	1.267	1.633	1.745	3.830	1.590	1.699	1.022
(.5,1)	Hete	14.970	2.316	2.553	2.929	6.378	2.576	2.670	1.619

(2,1)	Homo	64.328	7.920	8.493	9.754	30.595	25.215	25.810	7.178
(2,1)	Hete	72.853	9.639	10.540	11.376	34.005	25.554	26.818	8.630

(1,2)	Homo	40.720	5.676	5.803	6.350	14.154	11.150	11.468	4.807
(1,2)	Hete	48.275	7.684	7.733	8.193	19.918	13.710	14.146	5.561

(.5,2)	Homo	14.834	2.517	2.577	2.929	5.338	3.454	3.547	1.649
(.5,2)	Hete	21.411	4.818	4.346	4.607	10.046	5.748	6.026	2.469

(2,2)	Homo	143.042	19.360	19.923	21.784	50.469	44.969	45.026	16.562
(2,2)	Hete	161.537	23.477	23.225	24.811	58.215	51.068	51.276	18.830

Ignoring measurement error
(c₁, c₂)	Error	Full	SCAD	Hard	L_0.5	AIC	BIC	RIC	Oracle

(1,1)	Homo	30.287	17.986	18.951	18.709	23.471	19.024	19.177	17.678
(1,1)	Hete	35.886	18.389	19.421	19.377	25.862	19.697	19.926	17.736

(.5,1)	Homo	11.415	5.038	5.435	5.383	7.704	5.328	5.350	4.841
(.5,1)	Hete	16.476	5.890	6.488	6.267	9.807	6.245	6.325	5.215

(2,1)	Homo	104.607	69.747	71.926	71.266	86.555	72.440	72.877	68.755
(2,1)	Hete	109.518	68.572	70.725	70.430	87.481	71.914	72.201	66.599

(1,2)	Homo	57.374	41.940	42.690	42.757	48.899	43.640	43.865	42.201
(1,2)	Hete	63.135	42.379	43.246	43.474	51.292	44.710	45.167	42.562

(.5,2)	Homo	18.130	11.078	11.573	11.628	14.039	11.733	11.801	10.947
(.5,2)	Hete	23.262	12.114	12.521	12.472	16.328	12.465	12.667	11.354

(2,2)	Homo	212.973	165.423	168.211	167.338	187.880	171.567	172.710	166.359
(2,2)	Hete	214.813	162.558	165.597	164.413	187.594	168.685	168.607	163.999

Values in table equal 100*MedSE