Bayesian Monte Carlo estimation for profile hidden Markov models.
Steven J. LewisAlpan RavalJohn E. AngusPublished in: Math. Comput. Model. (2008)
Keyphrases
- monte carlo
- importance sampling
- monte carlo simulation
- profile hidden markov models
- monte carlo methods
- markov chain
- sequence data
- markov chain monte carlo
- adaptive sampling
- matrix inversion
- markovian decision
- simulation study
- bayesian networks
- particle filter
- optimal strategy
- stochastic approximation
- monte carlo tree search
- maximum likelihood
- temporal difference
- bayesian learning
- posterior distribution
- bayesian inference
- density estimation
- point processes
- graphical models
- hidden markov models