DiffGraph: an R package for identifying gene network rewiring using differential graphical models.
Xiao-Fei ZhangLe Ou-YangShuo YangXiaohua HuHong YanPublished in: Bioinform. (2018)
Keyphrases
- graphical models
- gene networks
- belief propagation
- probabilistic model
- random variables
- approximate inference
- probabilistic inference
- microarray
- gene regulatory networks
- bayesian networks
- conditional random fields
- structure learning
- markov networks
- microarray data
- belief networks
- gene expression data
- reverse engineering
- conditional independence
- dynamic bayesian networks
- bayesian inference
- gene expression
- systems biology
- feature selection