Penalized estimation of directed acyclic graphs from discrete data.
Jiaying GuFei FuQing ZhouPublished in: Stat. Comput. (2019)
Keyphrases
- directed acyclic graph
- discrete data
- continuous data
- equivalence class
- high dimensional
- structural learning
- conditional independence
- causal models
- weighted graph
- model selection
- equivalence classes
- random variables
- directed graph
- undirected graph
- maximum likelihood
- probabilistic model
- bayesian networks
- causal discovery
- machine learning