Table 3.

Simulation results for scenarios with different combinations of p and n under monotone MAR and AR(1) correlation structure specifications based on 100 simulation runs.

	PMSE	MSE	SENS	SPEC	PMSE	MSE	SENS	SPEC
	p = 12, n = 50				p = 24, n = 50
Full-SPLS	27.45	5.82	87.5	31.0	24.25	7.33	87.7	54.4
CC-SPLS	43.08	15.44	75.8	35.8	43.97	18.29	78.2	47.2
SI-SPLS	30.33	7.31	81.3	42.0	26.40	9.15	80.8	59.6
MI-SPLS	30.02	7.15	89.2	27.3	29.33	11.66	91.0	26.8
Full-ENet	26.59	5.04	78.5	70.5	22.81	5.89	82.5	82.7
CC-ENet	53.26	28.26	38.0	87.2	47.90	27.29	41.7	93.4
SI-ENet	28.28	6.68	69.3	72.2	24.17	7.24	75.0	83.2
MI-ENet	27.76	6.05	72.7	70.5	23.15	6.19	78.3	82.7
SI-WENet	27.95	6.37	69.0	72.0	23.78	6.85	78.3	82.7
MI-WENet	27.22	5.63	73.5	69.8	23.03	6.08	79.3	84.3
	p = 12, n = 100				p = 48, n = 50
Full-SPLS	24.89	2.96	90.7	35.0	64.14	26.81	84.6	38.7
CC-SPLS	40.66	13.77	80.0	40.5	125.58	63.08	68.1	39.9
SI-SPLS	27.12	4.67	82.8	47.7	71.94	35.72	75.8	44.2
MI-SPLS	26.46	4.13	91.8	33.3	122.30	81.38	87.8	24.7
Full-ENet	24.35	2.44	89.5	68.2	62.51	26.75	55.6	87.1
CC-ENet	46.01	19.01	53.0	86.8	139.63	95.08	16.2	95.6
SI-ENet	26.13	4.06	79.5	70.7	79.43	43.50	45.1	86.8
MI-ENET	25.98	3.85	81.2	70.0	72.33	36.19	52.2	83.0
SI-WENet	25.61	3.71	80.5	69.8	77.47	41.56	47.2	86.9
MI-WENet	25.34	3.41	83.0	72.2	69.98	34.01	53.5	84.4
	p = 12, n = 200				p = 60, n = 50
Full-SPLS	23.26	1.53	97.2	35.3	86.32	39.61	85.1	32.0
CC-SPLS	33.61	9.76	87.2	34.8	172.15	89.69	65.5	42.1
SI-SPLS	24.92	3.07	90.0	54.5	95.03	48.63	79.5	38.5
MI-SPLS	24.69	2.83	95.8	39.2	276.42	218.87	91.8	11.6
Full-ENet	22.95	1.20	97.3	71.2	91.66	46.41	48.9	86.7
CC-ENet	38.12	11.94	68.0	83.8	183.00	126.53	14.5	95.4
SI-ENet	24.63	2.76	89.5	75.2	105.60	60.05	40.9	87.2
MI-ENet	24.36	2.48	92.2	71.2	97.83	52.21	46.9	86.8
SI-WENet	23.84	2.06	92.0	72.5	103.51	58.41	41.7	87.9
MI-WENet	23.72	1.97	93.0	69.7	94.69	49.27	47.9	86.6