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Causal Consistency of Structural Equation Models.
Paul K. Rubenstein
Sebastian Weichwald
Stephan Bongers
Joris M. Mooij
Dominik Janzing
Moritz Grosse-Wentrup
Bernhard Schölkopf
Published in:
CoRR (2017)
Keyphrases
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structural equation models
causal effects
causal models
causal ordering
causal relations
causal relationships
linear models
directed acyclic graph
causal discovery
causal structure
observational data
conditional independence
knowledge discovery
learning algorithm