Constraint-based causal discovery with mixed data.
Michail TsagrisGiorgos BorboudakisVincenzo LaganiIoannis TsamardinosPublished in: Int. J. Data Sci. Anal. (2018)
Keyphrases
- mixed data
- causal discovery
- causal models
- causal relationships
- data compression
- knn
- data sets
- causal structure
- discovery process
- mixture of gaussian distributions
- bayesian networks
- directed acyclic graph
- clustering algorithm
- similarity function
- markov blanket
- conditional independence
- observational data
- multiresolution
- sensitivity analysis
- distance function
- decision trees
- decision making
- information retrieval