Local causal structure learning with missing data.
Shaojing ShengXianjie GuoKui YuXindong WuPublished in: Expert Syst. Appl. (2024)
Keyphrases
- structure learning
- missing data
- bayesian networks
- markov blanket
- graphical models
- conditional independence
- incomplete data
- missing values
- causal models
- markov logic networks
- parameter estimation
- sample size
- network structure
- conditional probabilities
- machine learning
- markov networks
- probability distribution
- neural network
- posterior probability
- transfer learning
- multiple imputation
- directed acyclic graph
- em algorithm
- optimal solution