Table 10.

Posterior means for the simulated s1, s2 and s3 using HMC sampler

Parameter	${\alpha }_0$	${\alpha }_1$	${\beta }_1$	$\rho$	$\lambda$	Time
	0.1	0.2	0.5	0.8	0.15
s1	0.1265	0.2528	0.4396	0.8276	0.1197	10.61 mins
	(0.0335)	(0.0720)	(0.0891)	(0.0386)	(0.0228)
s2	0.1217	0.1820	0.4238	0.7896	0.1584	12.94 mins
	(0.0318)	(0.0513)	(0.1161)	(0.0414)	(0.0235)
s3	0.1034	0.2032	0.5158	0.7615	0.1507	20.07 mins
	(0.0228)	(0.0390)	(0.0716)	(0.0320)	(0.0222)