. Author manuscript; available in PMC: 2018 Dec 7.

Published in final edited form as: J Comput Graph Stat. 2017 Oct 9;26(4):803–813. doi: 10.1080/10618600.2017.1328364

Table 3:

Results for the complex model with more interaction variables. For MSD, we report the median with the associated interquartile range (IQR) given in the parentheses. Cases 1 and 2 refer to that the random errors are generated from N(0,1) and the Cauchy distribution, respectively.

	Method	MSD	P₁	P₂	P₃	P₅	P₆	P₇	P₈	P_a
	SIS	841.50(196.25)	0.07	0.30	0.21	0.78	0.06	0.08	0.06	0.00
	SIRI-SIS	470.00(377.25)	0.73	0.99	1.00	0.34	0.05	0.48	0.53	0.00
	DC-SIS	911.00(117.00)	0.04	0.94	0.13	0.04	0.07	0.04	0.07	0.00
Case1	MV-SIS	511.50(322.00)	0.28	0.63	1.00	0.88	0.09	0.38	0.33	0.00
	Qa-SIS	420.50(305.25)	0.02	0.97	0.98	0.09	0.05	0.05	0.08	0.00
	HZ-SIS	245.50(341.75)	0.90	1.00	1.00	0.93	0.30	0.76	0.53	0.12

	SIS	882.50(183.50)	0.10	0.29	0.16	0.84	0.07	0.09	0.11	0.00
	SIRI-SIS	432.00(378.25)	0.56	0.99	1.00	0.17	0.06	0.45	0.40	0.00
	DC-SIS	899.50(134.25)	0.10	0.97	0.11	0.10	0.09	0.03	0.08	0.00
Case2	MV-SIS	484.00(325.00)	0.17	0.63	1.00	0.85	0.11	0.39	0.36	0.00
	Qa-SIS	416.00(453.25)	0.04	0.97	0.99	0.06	0.08	0.03	0.08	0.00
	HZ-SIS	200.50(309.25)	0.79	1.00	1.00	0.89	0.26	0.71	0.40	0.10