A new Monte Carlo Markov chain method has the capacity to perform Bayesian phylogenetic inference in a relaxed clock framework.
Bayesian inference for stochastic kinetic models using a diffusion approximation.
Earlier studies have used Bayesian inference under simplifying assumptions.
First, Bayesian methods are not the first choice of pharmaceutical statisticians.
In addition, the Bayesian model reliably predicts consonant duration in cases of missing or hidden linguistic factors.
Most importantly, Bayesian analysis of word frequencies, and latent semantic indexing should be investigated as a means of matching text-based records.
Reply to comment by K. Beven and P. Young on Bayesian recursive parameter estimation for hydrologic models ' '.
The next stage of this program will be the development of a 3D Bayesian image reconstruction algorithm, which offers superior noise properties.
These computationally intractable sums or integrals can be avoided by using approximate Bayesian methods.
We use Bayesian networks (BN) to perform probabilistic inference.