spMC: Modelling Spatial Random Fields with Continuous Lag Markov Chains.
Luca SartorePublished in: R J. (2013)
Keyphrases
- random fields
- markov chain
- markov processes
- gibbs sampler
- markov random field
- maximum entropy
- stochastic processes
- finite state
- conditional random fields
- non stationary
- parameter estimation
- steady state
- markov model
- monte carlo
- transition probabilities
- state space
- probabilistic automata
- random walk
- stationary distribution
- markov process
- transition matrix
- autoregressive
- marginal distributions
- gibbs sampling
- probabilistic model
- belief propagation
- higher order
- relative entropy
- posterior distribution
- dynamic programming
- prior knowledge