Table 5.
Model | parameter | M2F2 | M3F3 | M5F5 | M6F6 | True value |
---|---|---|---|---|---|---|
INLA Gam(1,5e-05) |
τu | 18656 (18577) |
12491 (12475) |
18485 (18381) |
17990 (17804) |
1 |
τv | --- | 18770 (18546) |
18570 (18440) |
18714 (18563) |
1 | |
INLA Ga(1,5e-05) inla.hyperpar() |
τu | 22376 (15350) |
15037 (10514) |
21962 (15924) |
21886 (15046) |
1 |
τv | --- | 21938 (16641) |
21920 (15989) |
22525 (15636) |
1 | |
INLA Gam(1,0.5) |
τu | 0.98 (0.20) |
1.03 (0.23) |
1.07 (0.25) |
1.06 (0.24) |
1 |
τv | --- | 3.92 (2.44) |
3.42 (2.22) |
3.94 (2.43) |
1 | |
OpenBUGS Gam(1,0.5) |
τu | 0.94 (0.19) |
1.00 (0.23) |
1.03 (0.25) |
3.34 (2.08) |
1 |
τv | --- | 1.04 (0.26) |
3.79 (2.24) |
3.76 (2.25) |
1 | |
OpenBUGS Gam(1,5e-05) |
τu | 0.96 (0.20) |
0.94 (0.19) |
0.94 (0.20) |
0.96 (0.20) |
1 |
τv | --- | 209.47 (177) |
189.57 (165) |
202.77 (172) |
1 |