Causal Discovery from Subsampled Time Series with Proxy Variables.
Mingzhou LiuXinwei SunLingjing HuYizhou WangPublished in: NeurIPS (2023)
Keyphrases
- causal discovery
- causal relationships
- causal models
- causal structure
- markov blanket
- directed acyclic graph
- observational data
- causal relations
- conditional independence
- linear non gaussian
- spatial resolution
- bayesian networks
- discovery process
- causal ordering
- influence diagrams
- spatial frequency
- causal graph
- latent variables
- sensitivity analysis
- random variables
- information retrieval
- data mining
- causal effects
- probabilistic inference
- structural equation models
- databases