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Causal Inference on Time Series using Restricted Structural Equation Models.
Jonas Peters
Dominik Janzing
Bernhard Schölkopf
Published in:
NIPS (2013)
Keyphrases
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causal inference
causal models
structural equation models
causal effects
observational data
rare events
causal discovery
conditional independence
causal relations
directed acyclic graph
causal relationships
additive noise
experimental data
abductive reasoning
co occurrence
discrete data
nonmonotonic reasoning