Table 4.

The Best Model Based on Posterior Model Probability (PMP), DIC, LPML, and L Measure for Chapman Data

	a0 = 0.001		a0 = 0.01		a0 = 0.1		a0 = 0.5		a0= 1.0
Criterion	Mk	Values	Mk	Values	Mk	Values	Mk	Values	Mk	Values
PMP	M2	0.57	M2	0.25	M22	0.14	M22	0.07	M22	0.06
DIC	M22	142.83	M22	142.67	M22	144.74	M22	165.65	M22	186.77
LPML	M2	−73.38	M2	−73.30	M32	−73.79	M32	−83.10	M30	−93.29
L(ν = 0.1)	M22	21.47	M22	21.98	M22	26.96	M22	38.92	M30	45.21
L(ν = 0.25)	M22	24.79	M22	25.29	M22	30.23	M22	42.56	M30	49.39
L(ν = 0.5)	M32	30.20	M32	30.73	M32	35.66	M29	48.59	M30	56.36
L(ν = 0.75)	M32	35.24	M32	35.76	M32	40.77	M32	54.52	M30	63.33
L(ν = 0.9)	M32	38.26	M32	38.78	M32	43.83	M32	58.06	M30	67.51