Causal Discovery with Stage Variables for Health Time Series.
Bharat SrikishanSamantha KleinbergPublished 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
- experimental data
- health care
- random variables
- directed graph
- variable selection
- gene expression
- multivariate time series
- random walk
- np hard
- optimal solution
- data mining