Modeling gene expression regulatory networks with the sparse vector autoregressive model.
André FujitaJoão Ricardo SatoHumberto Miguel Garay-MalpartidaRui YamaguchiSatoru MiyanoMari Cleide SogayarCarlos Eduardo FerreiraPublished in: BMC Syst. Biol. (2007)
Keyphrases
- gene expression
- regulatory networks
- autoregressive model
- microarray
- gene expression data
- gene regulation
- gene expression patterns
- biological processes
- microarray data
- gene expression profiles
- gene interactions
- gene regulatory networks
- transcription factors
- high dimensional
- biological networks
- binding sites
- experimental conditions
- gene selection
- systems biology
- computational biology
- biological data
- high throughput
- statistical analysis
- data mining techniques
- graphical models
- feature vectors