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. Author manuscript; available in PMC: 2011 Jan 1.

Published in final edited form as: Ann Stat. 2010 Aug 1;38(4):2092–2117. doi: 10.1214/09-AOS780

Table 1.

Variable Selection for Parametric Components (Section 3.1).

		No. of Non-zeros		Proportion of
Procedure	MRME	CC	IC	Under-fit	Correct-fit	Over-fit
	n = 150, η₀ = η_0a (23% censoring)
M_A	0.168	-	-	-	-	-
M_B	0.475	-	-	-	-	-
M_C	0.409	2.998	0.825	0.002	0.476	0.522
M_D	0.387	2.998	0.959	0.002	0.444	0.554
	n = 150, η₀ = η_0b (40% censoring)
M_A	0.167	-	-	-	-	-
M_B	0.711	-	-	-	-	-
M_C	0.518	2.996	0.949	0.004	0.430	0.566
M_D	0.563	2.998	1.131	0.002	0.378	0.620
	n = 500, η₀ = η_0a (23% censoring)
M_A	0.056	-	-	-	-	-
M_B	0.431	-	-	-	-	-
M_C	0.396	3.000	0.717	0.000	0.525	0.475
M_D	0.375	3.000	0.736	0.000	0.540	0.460
	n = 500, η₀ = η_0b (40% censoring)
M_A	0.057	-	-	-	-	-
M_B	0.712	-	-	-	-	-
M_C	0.619	3.000	0.749	0.000	0.512	0.488
M_D	0.628	3.000	0.776	0.000	0.529	0.471