Path Signature Area-Based Causal Discovery in Coupled Time Series.
Will GladThomas WoolfPublished in: CAWS (2021)
Keyphrases
- causal discovery
- causal models
- causal relationships
- discovery process
- causal structure
- bayesian networks
- markov blanket
- directed acyclic graph
- conditional independence
- shortest path
- dynamic time warping
- observational data
- microarray
- prior knowledge
- data analysis
- database
- structural equation models
- variable selection
- knowledge discovery
- decision making