. Author manuscript; available in PMC: 2016 Sep 12.

Published in final edited form as: J Nonparametr Stat. 2015 Feb 26;27(2):167–179. doi: 10.1080/10485252.2015.1010532

Table 1.

Estimate of MSE (multiplied by 10²) and its standard error (in parentheses, multiplied by 10²) based on 1000 MC samples for CV, ACV and Bagging.

	β=(3,0,0,0,0,0,0,0)′	β=(3,1.5,0,0,2,0,0,0)′	β=(2,2,2,2,2,2,2,2)′
CV, K = 5	516.4 (13.6)	593.1 (13.3)	806.3 (13.0)
ACV, K = 5	405.8 (8.7)	521.1 (5.8)	806.3 (13.0)
reduction(%)	21.43	12.15	0

CV, K = 10	509.3 (13.7)	590.9 (13.3)	806.3 (13.0)
ACV, K = 10	370.1 (7.6)	553.4 (5.8)	806.3 (13.0)
reduction(%)	27.34	6.35	0

Bagging	811.4(13.1)	808.3(13.1)	810.6(13.0)