A Bayesian connectivity-based approach to constructing probabilistic gene regulatory networks.
Xiaobo ZhouXiaodong WangRanadip PalIvan IvanovMichael L. BittnerEdward R. DoughertyPublished in: Bioinform. (2004)
Keyphrases
- gene regulatory networks
- metropolis hastings algorithm
- bayesian inference
- bayesian networks
- posterior probability
- reverse engineering
- gene expression data
- network model
- probabilistic model
- regulatory networks
- gene regulatory
- dynamic bayesian networks
- gene networks
- boolean networks
- parameter estimation
- structure learning
- biological data
- generative model
- maximum likelihood
- software engineering
- data sets
- bayesian framework
- databases