Causal Discovery from Subsampled Time Series with Proxy Variables.
Mingzhou LiuXinwei SunLingjing HuYizhou WangPublished in: CoRR (2023)
Keyphrases
- causal discovery
- causal relationships
- causal models
- causal structure
- markov blanket
- directed acyclic graph
- observational data
- bayesian networks
- linear non gaussian
- causal relations
- conditional independence
- discovery process
- causal ordering
- data mining
- causal graph
- spatial resolution
- influence diagrams
- experimental data
- machine learning
- causal effects
- structural equation models
- class imbalance
- database
- spatial frequency
- lower bound
- decision making