. Author manuscript; available in PMC: 2014 May 19.

Published in final edited form as: Ann Stat. 2012 Aug 1;40(4):2043–2068. doi: 10.1214/12-AOS1028

Table 1. Fixed and random effects selection in Example 1 when d = 9 and q = 4.

Setting	Method	%CF	%CR
N = 30	Lasso-P	51	19.5
Hi = 5	SCAD-P	90	86
	SCAD-T	93.5	99
	M-ALASSO	73	79

N = 60	Lasso-P	52	50.5
n_i = 10	SCAD-P	100	100
	SCAD-T	100	100
	M-ALASSO	83	89