Large scale statistical inference of signaling pathways from RNAi and microarray data.
Holger FröhlichMark FellmannHolger SültmannAnnemarie PoustkaTim BeißbarthPublished in: BMC Bioinform. (2007)
Keyphrases
- microarray data
- statistical inference
- saccharomyces cerevisiae
- signaling pathways
- regulatory networks
- microarray
- high throughput
- systems biology
- gene expression
- genome wide
- bayesian inference
- model selection
- gene expression data
- graphical models
- feature selection
- biological data
- biological processes
- high dimensional
- transcription factors
- cluster analysis
- data sets
- gene ontology
- machine learning
- gene regulatory networks
- statistical methods
- feature extraction
- experimental conditions
- protein protein interaction networks