Table 2.

Simulation Results for Sampling Scheme II when d = 20

(β1, β2)	σ	XLCM	Profile	SCAD	Oracle	XLCM	Profile	SCAD	Oracle
		m(x) = 4 cos(2πx)
		n = 100				n = 500
(0.5,0)	0.5	0.70	2.10	6.33	10.05	11.7	12.07	13.85	14.00
(0.7,0)	0.5	13.23	10.62	19.41	20.97	25.07	25.38	26.52	26.57
(0.5,0.4)	0.5	17.22	17.54	20.52	21.87	27.19	27.36	27.79	27.76
(0.7,0.2)	0.5	19.55	20.48	23.52	24.42	29.89	30.09	30.46	30.47
(0.5,0)	1	1.45	1.80	6.41	8.35	10.74	10.94	12.85	12.89
(0.7,0)	1	13.19	10.44	19.45	20.06	23.38	23.56	24.81	24.76
(0.5,0.4)	1	16.53	16.54	19.51	20.41	27.26	27.43	27.87	27.83
(0.7,0.2)	1	19.11	19.35	22.27	22.93	29.97	30.17	30.54	30.55
		m(x) = exp(2x)
		n = 100				n = 500
(0.5,0)	0.5	0.23	0.96	1.17	3.82	1.62	0.95	2.54	2.59
(0.7,0)	0.5	9.30	8.83	12.66	13.69	13.37	12.75	13.83	13.74
(0.5,0.4)	0.5	14.74	13.65	15.91	16.57	20.16	19.96	20.54	20.42
(0.7,0.2)	0.5	17.48	16.62	18.93	19.48	22.60	22.41	22.91	22.88
(0.5,0)	1	3.39	3.38	7.23	8.19	1.27	2.40	5.97	5.97
(0.7,0)	1	9.72	7.03	14.44	14.74	12.54	11.76	13.13	13.03
(0.5,0.4)	1	15.31	14.24	16.73	17.23	20.21	20.02	20.60	20.48
(0.7,0.2)	1	17.79	16.88	19.49	19.89	22.70	22.53	22.99	23.03