Counting and Sampling Markov Equivalent Directed Acyclic Graphs.
Topi TalvitieMikko KoivistoPublished in: AAAI (2019)
Keyphrases
- directed acyclic graph
- equivalence class
- markov property
- conditional independence
- equivalence classes
- random variables
- causal reasoning
- directed graph
- independence relations
- random sampling
- bayesian network structure
- causal models
- markov equivalence classes
- structural learning
- sample size
- undirected graph
- causal relations
- observational data
- graphical models