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Sparse Causal Discovery in Multivariate Time Series.
Stefan Haufe
Klaus-Robert Müller
Guido Nolte
Nicole Krämer
Published in:
NIPS Causality: Objectives and Assessment (2010)
Keyphrases
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multivariate time series
causal discovery
causal models
causal relationships
multivariate time series data
bayesian networks
directed acyclic graph
temporal data
discovery process
dimension reduction
conditional independence
high dimensional
temporal patterns
spatial structure
real world
low dimensional