Bayesian Adaptive Lasso for the Partial Functional Linear Spatial Autoregressive Model

Table 1

Bayesian estimates of unknown parameters under different cases when

		Para
1	(50, 3)	Bias	−0.025	0.032	−0.005	0.012	−0.023	0.014	−0.008	0.003	0.000	0.016
		SD	0.097	0.103	0.090	0.077	0.110	0.088	0.085	0.075	0.034	0.140
		PP	0.00	0.00	0.98	0.98	0.00	0.98	0.99	0.96	0.00	0.00
	(100, 3)	Bias	−0.022	0.022	−0.016	0.001	−0.022	0.016	0.001	−0.009	−0.003	0.010
		SD	0.075	0.078	0.067	0.069	0.066	0.061	0.059	0.057	0.026	0.093
		PP	0.00	0.00	0.97	0.95	0.00	0.99	1.00	0.94	0.00	0.00
0.25	(50, 3)	Bias	−0.006	0.009	−0.001	0.005	−0.007	0.006	−0.006	0.002	−0.001	0.004
		SD	0.046	0.049	0.051	0.044	0.055	0.050	0.050	0.043	0.020	0.034
		PP	0.00	0.00	0.96	0.98	0.00	0.98	0.96	0.95	0.00	0.00
	(100, 3)	Bias	−0.009	0.008	−0.008	0.000	−0.009	0.008	0.001	−0.005	−0.001	0.003
		SD	0.036	0.039	0.037	0.038	0.033	0.033	0.033	0.031	0.016	0.023
		PP	0.00	0.00	0.96	0.95	0.00	0.99	0.97	0.94	0.00	0.00