Bayesian Restoration of a Hidden Markov Chain with Applications to DNA Sequencing.
Gary A. ChurchillBetty LazarevaPublished in: J. Comput. Biol. (1999)
Keyphrases
- markov chain
- dna sequencing
- dna sequences
- high throughput
- steady state
- finite state
- markov chain monte carlo
- monte carlo
- transition probabilities
- monte carlo method
- markov process
- random walk
- life sciences
- stationary distribution
- markov model
- monte carlo simulation
- bayesian networks
- state space
- posterior probability
- bayesian learning
- transition matrix
- bayesian inference
- databases
- maximum likelihood
- data management
- data acquisition
- data model
- gibbs sampler
- low cost