An improved shrinkage estimator to infer regulatory networks with Gaussian graphical models.
Kevin KontosGianluca BontempiPublished in: SAC (2009)
Keyphrases
- regulatory networks
- gaussian graphical models
- graphical models
- gene expression
- microarray
- gene regulatory networks
- gene expression data
- least squares
- maximum likelihood
- linear models
- belief propagation
- microarray data
- biological systems
- computational biology
- biological data
- systems biology
- dynamic programming
- reverse engineering
- protein protein interactions
- high dimensional
- higher order
- knowledge discovery