Table 7. Mean values and standard errors of estimated parameters of INLA for Model II.
True values | Simulated values | |||||
---|---|---|---|---|---|---|
Parameter for spatial field | Mean | Standard error | 95% Confidence interval | Mean | Standard error | 95% Confidence interval |
Standard deviation | 2.1636 | 0.1287 | (1.9264, 2.4319) | 1.4386 | 0.0846 | (1.2793, 1.6120) |
Range | 0.4684 | 0.0406 | (0.3926, 0.5525) | 0.7569 | 0.0699 | (0.6281, 0.9032) |
ρ | 0.9944 | 0.0007 | (0.9928, 0.9958) | 0.9998 | 0.0000 | (0.9996, 0.9998) |