Path Signature Area-Based Causal Discovery in Coupled Time Series.

Will Glad Thomas Woolf

Published in: CoRR (2021)

Keyphrases

causal discovery
causal models
causal relationships
discovery process
causal structure
bayesian networks
directed acyclic graph
shortest path
markov blanket
dynamic time warping
signature verification
conditional independence
causal relations
observational data
text mining
machine learning
special case
real world