Analyzing Sequence Data with Markov Chain Models in Scientific Experiments.
Evgenia PaxinouDimitrios KallesChristos T. PanagiotakopoulosVassilios S. VerykiosPublished in: SN Comput. Sci. (2021)
Keyphrases
- markov chain
- sequence data
- transition probabilities
- monte carlo simulation
- random walk
- monte carlo
- steady state
- stochastic process
- transition matrix
- gibbs sampler
- markov model
- markov process
- stationary distribution
- finite state
- sequence classification
- monte carlo method
- state space
- markov chain monte carlo
- probabilistic model
- statistical model
- sufficient conditions