A Generalized Markov Chain Approach for Conditional Simulation of Categorical Variables from Grid Samples.
Weidong LiChuanrong ZhangPublished in: Trans. GIS (2006)
Keyphrases
- markov chain
- monte carlo method
- monte carlo simulation
- transition probabilities
- monte carlo
- categorical variables
- state space
- stationary distribution
- random walk
- data sets
- data samples
- transition matrix
- prior knowledge
- probability distribution
- real valued
- training samples
- training set
- optimal solution
- bayesian networks