Bayesian federated estimation of causal effects from observational data.
Thanh Vinh VoYoung LeeTrong Nghia HoangTze-Yun LeongPublished in: UAI (2022)
Keyphrases
- causal effects
- observational data
- structural equation models
- experimental data
- causal relations
- bayesian networks
- directed acyclic graph
- causal relationships
- causal discovery
- causal bayesian networks
- causal structure
- causal models
- linear models
- latent variables
- sample size
- conditional independence
- random variables
- causal networks
- markov chain
- e learning
- databases