Bayesian inference based modelling for gene transcriptional dynamics by integrating multiple source of knowledge.
Shu-Qiang WangHan-Xiong LiPublished in: BMC Syst. Biol. (2012)
Keyphrases
- bayesian inference
- integrating multiple
- gene regulatory networks
- probabilistic model
- prior information
- prior knowledge
- hyperparameters
- hierarchical bayesian
- bayesian models
- statistical inference
- bayesian model
- variational bayes
- gibbs sampler
- systems biology
- variational inference
- expectation propagation
- microarray data
- interaction networks
- gene regulation
- microarray