Reversible MCMC on Markov equivalence classes of sparse directed acyclic graphs
Yangbo HeJinzhu JiaBin YuPublished in: CoRR (2012)
Keyphrases
- directed acyclic graph
- markov equivalence classes
- markov chain
- equivalence class
- equivalence classes
- markov chain monte carlo
- transitive closure
- directed graph
- random variables
- structural learning
- conditional independence
- causal models
- random walk
- causal discovery
- undirected graph
- posterior distribution
- causal reasoning
- bayesian inference
- generative model
- data analysis