Table 1.

Simulation Results for Sampling Scheme I 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	3.04	1.08	7.05	8.71	12.27	12.35	13.72	14.07
(0.7,0)	0.5	14.84	13.63	17.72	18.46	26.03	26.08	27.00	27.18
(0.5,0.4)	0.5	17.18	17.05	18.59	19.12	30.32	30.41	30.73	30.70
(0.7,0.2)	0.5	19.96	19.92	20.99	21.67	33.08	33.16	33.47	33.50
(0.5,0)	1	1.16	1.07	5.65	6.47	10.91	10.87	12.48	12.72
(0.7,0)	1	12.87	11.21	15.62	15.78	24.08	24.01	25.10	25.18
(0.5,0.4)	1	15.54	15.23	16.73	17.09	27.68	27.71	28.07	28.09
(0.7,0.2)	1	18.39	18.09	19.42	19.66	30.44	30.47	30.75	30.82
		m(x) = exp(2x)
		n = 100				n = 500
(0.5,0)	0.5	3.79	4.70	5.00	4.21	4.39	3.57	6.53	5.91
(0.7,0)	0.5	12.26	11.29	13.45	14.80	16.00	15.79	16.40	16.47
(0.5,0.4)	0.5	13.48	12.31	13.79	14.33	22.50	22.38	22.70	22.75
(0.7,0.2)	0.5	16.07	14.99	16.06	16.63	25.00	24.87	25.18	25.23
(0.5,0)	1	5.53	3.85	6.90	6.71	6.40	6.02	8.13	8.18
(0.7,0)	1	14.24	13.27	14.39	15.25	15.66	15.69	16.75	16.64
(0.5,0.4)	1	13.60	12.36	14.06	14.51	22.20	22.09	22.42	22.47
(0.7,0.2)	1	16.41	15.29	16.56	16.59	24.64	24.52	24.78	24.90