Local Causal Structure Learning and its Discovery Between Type 2 Diabetes and Bone Mineral Density.
Wei WangGangqiang HuBo YuanShandong YeChao ChenYaYun CuiXi ZhangLiting QianPublished in: CoRR (2020)
Keyphrases
- structure learning
- bayesian networks
- markov blanket
- graphical models
- conditional independence
- causal discovery
- parameter learning
- markov logic networks
- conditional independence tests
- bayesian network structure learning
- parameter estimation
- probabilistic model
- transfer learning
- causal models
- knowledge discovery
- random variables
- belief propagation
- data mining
- markov networks
- bayesian network classifiers
- conditional probabilities
- causal relationships
- hidden variables
- sample size
- markov random field
- social networks