Having seen Bayesian field theoretical models working for Gaussian prior factors we will study in this section the slightly more complex prior mixture models. Prior mixture models are an especially ...
A credible band is the set of all functions between a lower and an upper bound that are constructed so that the set has prescribed mass under the posterior distribution. In a Bayesian analysis such a ...
The Canadian Journal of Statistics / La Revue Canadienne de Statistique, Vol. 46, No. 3 (September/septembre 2018), pp. 399-415 (17 pages) For sparse and high-dimensional data analysis, a valid ...
In Chapter 4. parameterization of have been studied. This section now discusses parameterizations of the prior density . For Gaussian prior densities that means parameterization of mean and/or ...
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