Linear Polytree Structural Equation Models: Structural Learning and Inverse Correlation Estimation.
Xingmei LouYu HuXiaodong LiPublished in: CoRR (2021)
Keyphrases
- structural equation models
- structural learning
- directed acyclic graph
- causal models
- causal effects
- causal ordering
- online discussion
- conditional independence
- linear models
- random variables
- bayesian networks
- directed graph
- causal relations
- variable selection
- influence diagrams
- bayesian framework
- semi supervised
- upper bound