Exact(14)
Experiments conducted on various datasets of Middlebury site verify the effectiveness of the proposed data term, IGMRF, and sparsity priors when used in an energy minimization framework.
The most substantial differences are between the performances of the posterior mode and posterior median, and between the performances of the reference priors when compared with the π U prior.
These substitution rates were subsequently employed as evolutionary rate priors when determining the approximate age of the OW-NW begomovirus split using BEAST.
Additionally, we include second derivatives of the non-uniform priors (when available) in the Hessian approximation.
In order to illustrate the use of mathematically informed priors when inferring model parameters we conducted two experiments.
Nonetheless, the free-energy will always encourage "valid" priors when they are present, at the expense of "invalid" priors (through the ARD behavior).
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