Table 1.

Summary table of empirical SigClust p-value distribution over 100 replications based on four methods under different settings in Simulation 3.1. The mean and the numbers of p-values which are less than 0.05 (denoted as N5) and 0.1 (denoted as N10) are reported (d = 1000, n = 100).

		True			Sample			Hard			Soft
υ	w	Mean	N5	N10	Mean	N5	N10	Mean	N5	N10	Mean	N5	N10
1000	1	0.47	5	8	0.52	0	1	0.00	100	100	0.46	0	2
200	5	0.39	4	10	0.82	0	0	0.01	94	100	0.69	0	0
100	10	0.34	7	14	0.94	0	0	0.08	39	75	0.82	0	0
40	25	0.31	7	15	1.00	0	0	0.56	0	0	0.96	0	0
20	50	0.26	7	17	1.00	0	0	0.96	0	0	1.00	0	0
10	100	0.21	21	32	1.00	0	0	1.00	0	0	1.00	0	0
200	1	0.49	6	11	0.61	0	0	0.00	100	100	0.40	0	0
100	1	0.47	2	7	0.78	0	0	0.00	100	100	0.41	0	1
50	1	0.49	3	5	0.93	0	0	0.00	99	100	0.34	0	1
40	1	0.52	7	9	0.96	0	0	0.01	91	98	0.33	0	0
30	1	0.54	4	11	0.99	0	0	0.07	54	78	0.35	0	2
20	1	0.53	6	13	1.00	0	0	0.48	0	9	0.49	0	0
10	1	0.47	4	10	1.00	0	0	1.00	0	0	0.97	0	0
50	10	0.41	9	15	0.98	0	0	0.07	48	77	0.79	0	0
40	10	0.35	9	13	0.99	0	0	0.07	53	77	0.74	0	0
30	10	0.37	11	15	1.00	0	0	0.12	22	50	0.73	0	0
20	10	0.35	8	15	1.00	0	0	0.36	2	6	0.73	0	0
10	10	0.35	8	15	1.00	0	0	0.98	0	0	0.93	0	0
50	5	0.35	7	21	0.96	0	0	0.01	99	100	0.58	0	0
40	5	0.39	4	13	0.98	0	0	0.01	94	100	0.58	0	0
30	5	0.37	10	19	0.99	0	0	0.04	64	91	0.54	0	0
20	5	0.41	5	12	1.00	0	0	0.30	3	15	0.59	0	0
10	5	0.35	8	14	1.00	0	0	0.98	0	0	0.92	0	0
50	2	0.43	5	9	0.94	0	0	0.00	100	100	0.43	0	0
40	2	0.43	10	20	0.97	0	0	0.01	98	99	0.41	0	0
30	2	0.49	5	9	0.99	0	0	0.05	66	85	0.41	0	1
20	2	0.45	5	11	1.00	0	0	0.35	3	12	0.49	0	1
10	2	0.43	8	17	1.00	0	0	1.00	0	0	0.95	0	0
5	1	0.20	22	38	1.00	0	0	1.00	0	0	1.00	0	0
3	1	0.16	24	45	1.00	0	0	1.00	0	0	1.00	0	0
1	1	0.16	19	40	1.00	0	0	1.00	0	0	1.00	0	0