Identifiability of sparse causal effects using instrumental variables.
Niklas PfisterJonas PetersPublished in: UAI (2022)
Keyphrases
- causal effects
- causal relations
- structural equation models
- causal relationships
- causal bayesian networks
- causal models
- observational data
- linear models
- observed variables
- high dimensional
- causal discovery
- experimental data
- causal structure
- directed acyclic graph
- training data
- latent variables
- bayesian networks
- machine learning
- data mining
- real world