Investigating perturbed pathway modules from gene expression data via structural equation models.
Daniele PepeMario GrassiPublished in: BMC Bioinform. (2014)
Keyphrases
- gene expression data
- structural equation models
- regulatory networks
- gene expression
- microarray
- biological information
- causal effects
- causal models
- gene expression analysis
- microarray data
- data sets
- analysis of gene expression data
- gene regulatory networks
- feature selection
- gene selection
- gene expression data analysis
- gene expression profiling
- gene expression profiles
- gene expression datasets
- high dimensionality
- directed acyclic graph
- high dimensional data
- high dimensional
- original data
- functional modules
- gene networks
- online discussion
- feature space