The Algebra of Directed Acyclic Graphs.

Marcelo P. Fiore Marco Devesas Campos

Published in: Computation, Logic, Games, and Quantum Foundations (2013)

Keyphrases

directed acyclic graph
equivalence class
structural learning
random variables
conditional independence
equivalence classes
directed graph
causal models
data model
query language
undirected graph
causal discovery
bayesian network structure
markov chain
observational data
independence relations