Table 3.

Results based on BAR with the correlation of the covariates X being ${0.5}^{|i-j|}$.

	$\tau =-0.1$			$\tau =0.1$
PH	MMSE(SD)	TP	FP	MMSE(SD)	TP	FP
	p = 10			p = 10
n = 200	0.362(0.311)	3.814	0.443	0.505(0.353)	3.867	0.167
n = 300	0.237(0.219)	3.929	0.171	0.306(0.364)	4.000	0.020
	p = 20			p = 20
n = 300	0.427(0.357)	3.733	1.350	0.569(0.355)	4.000	2.300
n = 500	0.279(0.169)	3.800	0.977	0.173(0.431)	4.000	1.830
	τ(unknown)			$\tau =0.1$(known)
PO	MMSE(SD)	TP	FP	MMSE(SD)	TP	FP
	p = 10			p = 10
	0.464(0.552)	3.800	0.667	0.354(0.554)	3.940	0.281
n = 300	0.437(0.296)	3.900	0.336	0.275(0.401)	4.000	0.261
	p = 20			p = 20
n = 300	0.755(0.458)	4.000	2.175	0.389(0.326)	4.000	2.367
n = 500	0.495(0.301)	4.000	2.200	0.255(0.266)	4.000	1.733