Conditional independence of multivariate binary data with an application in caries research.
María José García-ZatteraAlejandro JaraEmmanuel LesaffreDominique DeclerckPublished in: Comput. Stat. Data Anal. (2007)
Keyphrases
- conditional independence
- binary data
- bayesian networks
- random variables
- formal concept analysis
- graphical models
- probability distribution
- data sets
- categorical data
- structure learning
- directed acyclic graph
- causal models
- exploratory data mining
- high dimensional
- possibility theory
- axiomatic characterization
- continuous data
- itemsets
- markov networks
- conditional independencies
- data mining