Table 2:

Posterior estimates under the joint model for True-SPM in Section 5.1

Parameter	True	Est.	Bias	SE	SD	Coverage
γ1	0.15	0.150	−0.000	0.011	0.010	0.970
γ2	0.30	0.302	−0.002	0.011	0.012	0.930
σ2	0.50	0.500	0.000	0.002	0.002	0.910
b11	1.00	1.000	0.000	0.009	0.009	0.970
b21	0.50	0.500	0.000	0.012	0.012	0.925
b22	0.80	0.799	0.001	0.008	0.008	0.950
θ1	0.50	0.496	0.004	0.013	0.014	0.905
θ2	1.00	0.990	0.010	0.012	0.013	0.875
${\alpha }_{11}^{\ast }$	0.20	0.202	−0.002	0.023	0.022	0.950
${\alpha }_{12}^{\ast }$	0.80	0.800	0.000	0.023	0.022	0.950
${\alpha }_{21}^{\ast }$	0.50	0.494	0.006	0.027	0.029	0.925
${\alpha }_{22}^{\ast }$	1.00	0.997	0.003	0.026	0.023	0.975
β11	0.50	0.498	0.002	0.021	0.021	0.940
β12	0.60	0.587	0.013	0.023	0.024	0.890
β21	0.20	0.204	−0.004	0.023	0.022	0.960
β22	−0.50	−0.484	−0.016	0.025	0.022	0.950
λ1	0.10	0.099	0.001	0.002	0.002	0.940
λ2	0.08	0.080	−0.000	0.002	0.002	0.955