Improved Causal Discovery from Longitudinal Data Using a Mixture of DAGs.
Eric V. StroblPublished in: CD@KDD (2019)
Keyphrases
- causal discovery
- directed acyclic graph
- causal models
- causal relationships
- causal structure
- conditional independence
- random variables
- causal relations
- data mining
- markov blanket
- mixture model
- discovery process
- probabilistic model
- decision making
- information retrieval
- observational data
- bayesian networks
- e learning
- real world