Identifiability of latent-variable and structural-equation models: from linear to nonlinear.
Aapo HyvärinenIlyes KhemakhemRicardo Pio MontiPublished in: CoRR (2023)
Keyphrases
- structural equation models
- latent variables
- causal models
- causal effects
- observational data
- causal relationships
- probabilistic model
- latent variable models
- causal ordering
- random variables
- online discussion
- causal discovery
- prior knowledge
- causal relations
- gaussian process
- conditional independence
- directed acyclic graph
- linear models
- causal structure
- latent space
- topic models
- blended learning
- bayesian inference