Exact Bayesian Inference for Discretely Observed Markov Jump Processes Using Finite Rate Matrices.
Chris SherlockAndrew GolightlyPublished in: J. Comput. Graph. Stat. (2023)
Keyphrases
- bayesian inference
- markov chain
- probabilistic model
- prior information
- hyperparameters
- hierarchical bayesian
- bayesian models
- statistical inference
- variational bayes
- markov networks
- gibbs sampler
- bayesian model
- variational inference
- prior distribution
- conditional independence
- particle filter
- weighted model counting
- probabilistic modeling
- hidden variables
- level set
- graphical models