Table 1.

Parameters u and $\alpha$ for the penalised complexity priors of hyper-parameters by fitted models to the simulated and real data (see "Prior distributions for hyper-parameters" section)

Model	$u_e,{\alpha }_e$	$u_a,{\alpha }_a$	$u_h,{\alpha }_h$	$u_s,{\alpha }_s$	${u_{\rho },{\alpha }_{\rho }}^a$	${u_{\rho },{\alpha }_{\rho }}^b$
G	0.30, 0.50	0.10, 0.50	–	–	–	–
GH	0.15, 0.50	0.10, 0.50	0.25, 0.50	–	–	–
GS	0.15, 0.50	0.10, 0.50	–	0.25, 0.50	0.60, 0.95	50, 0.80
GHS	0.15, 0.50	0.10, 0.50	0.15, 0.50	0.10, 0.50	0.60, 0.95	50, 0.80

^aSimulated data

^bReal data