Empirical Bayes conditional independence graphs for regulatory network recovery.
Rami MahdiAbishek S. MadduriGuoqing WangYael Strulovici-BarelJacqueline SalitNeil R. HackettRonald G. CrystalJason G. MezeyPublished in: Bioinform. (2012)
Keyphrases
- conditional independence
- empirical bayes
- regulatory networks
- chain graphs
- bayesian networks
- markov property
- random variables
- structure learning
- graphical models
- directed acyclic graph
- probability distribution
- gene regulatory networks
- causal models
- gene expression
- microarray
- directed graph
- computational biology
- data sets
- graph mining
- biological systems
- gene expression data
- motif discovery
- probabilistic model
- biological data
- network analysis
- probabilistic inference
- microarray data