Discovering Cyclic Causal Models with Latent Variables: A General SAT-Based Procedure.
Antti HyttinenPatrik O. HoyerFrederick EberhardtMatti JärvisaloPublished in: CoRR (2013)
Keyphrases
- latent variables
- causal models
- observed variables
- structural model
- causal relationships
- probabilistic model
- dependency graphs
- observational data
- causal discovery
- latent variable models
- directed acyclic graph
- posterior distribution
- real valued
- prior knowledge
- hidden variables
- causal structure
- random variables
- random walk
- structural svms
- causal reasoning
- gaussian process
- bayesian framework
- natural language
- structural equation models
- information retrieval
- data sets