Estimating the Parameters

Once the models had been rewritten in terms of the orthonormal model functions, we were able to remove the nuisance parameters {A} and σ. The integrals performed in removing the nuisance parameters were all Gaussian or gamma integrals; therefore, one can always compute the posterior moments of these parameters.