GroupLiNGAM: Linear non-Gaussian acyclic models for sets of variables

Yoshinobu Kawahara Kenneth Bollen Shohei Shimizu Takashi Washio

Published in: CoRR (2010)

Keyphrases

linear non gaussian
causal ordering
causal models
causal discovery
generating explanations
bayesian framework
machine learning
independent variables
probabilistic model
variable selection
influence diagrams
experimental data
model selection
causal relations
markov chain
causal structure
prior knowledge
databases