Bayesian Inference for Source Reconstruction: A Real-World Application

Table 2

The posterior mean, posterior standard deviation, and lower and upper bounds of the 95% HPD interval of the parameters (°E), (°N), and (Bq h⁻¹) calculated from samples of drawn from the posterior distribution . The results are obtained using the alternative measurement model which employs multipliers to compensate for the unknown model error structure.

Parameter	Mean	Standard deviation	95% HPD	Actual
(°E)	−77.66	1.04	(−79.21, −74.88)
(°N)	45.80	1.96	(42.69, 52.64)
(Bq h^−1)			(6.37, 12.5)