Discovering the Causal Structure of the Hamilton Rating Scale for Depression Using Causal Discovery.
Lu WangMark H. ChignellHaoyan JiangSachinthya LokugeGeneva MasonKathryn FotinosMartin KatzmanPublished in: BHI (2021)
Keyphrases
- causal discovery
- causal structure
- discovery process
- causal models
- causal relationships
- causal ordering
- bayesian networks
- observational data
- directed acyclic graph
- knowledge discovery
- markov blanket
- conditional independence
- experimental data
- causal graph
- causal relations
- data mining
- dynamic programming
- reinforcement learning