Evaluating Exponential Integrators for Markov Chain Ion Channel Models.
Tomas StaryVadim N. BiktashevPublished in: CinC (2015)
Keyphrases
- markov chain
- transition probabilities
- monte carlo simulation
- stochastic process
- steady state
- monte carlo method
- markov model
- random walk
- stationary distribution
- finite state
- transition matrix
- gibbs sampler
- markov models
- monte carlo
- prior knowledge
- probabilistic model
- markov process
- mathematical models
- model selection
- higher order
- hyperparameters
- experimental data
- markov chain monte carlo
- complex systems
- parameter estimation
- probability distribution
- dynamic programming