Robust identification of transcriptional regulatory networks using a Gibbs sampler on outlier sum statistic.
Jinghua GuJianhua XuanRebecca B. RigginsLi ChenYue Joseph WangRobert ClarkePublished in: Bioinform. (2014)
Keyphrases
- regulatory networks
- gibbs sampler
- gene expression
- microarray
- gene expression data
- computational biology
- gene regulatory networks
- biological data
- biological systems
- microarray data
- high throughput
- random fields
- bayesian inference
- model selection
- protein protein interactions
- systems biology
- motif discovery
- reverse engineering
- network model
- data mining
- markov random field
- clustering algorithm