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. (2012)
Keyphrases
- regulatory networks
- gibbs sampler
- gene expression
- gene regulatory networks
- microarray
- microarray data
- gene expression data
- biological data
- transcription factors
- computational biology
- protein protein interactions
- bayesian inference
- binding sites
- random fields
- motif discovery
- systems biology
- posterior distribution
- gibbs sampling
- biological systems
- genome wide
- high throughput
- probability distribution
- pairwise
- data analysis
- markov chain