Cyclic Causal Models with Discrete Variables: Markov Chain Equilibrium Semantics and Sample Ordering.

David Poole Mark Crowley

Published in: IJCAI (2013)

Keyphrases

markov chain
causal models
discrete variables
causal discovery
continuous variables
finite state
random walk
conditional independence
markov networks
state space
mixed integer
directed acyclic graph
bayesian networks
sample size
exact inference
penalty function
probabilistic model
np hard