Statistical inference of transcriptional module-based gene networks from time course gene expression profiles by using state space models.
Osamu HiroseRyo YoshidaSeiya ImotoRui YamaguchiTomoyuki HiguchiStephen D. Charnock-JonesCristin G. PrintSatoru MiyanoPublished in: Bioinform. (2008)
Keyphrases
- statistical inference
- gene networks
- gene expression profiles
- microarray data
- state space
- gene regulatory networks
- microarray
- model selection
- yeast cell cycle
- bayesian inference
- gene expression data
- gene expression
- statistical methods
- graphical models
- probabilistic model
- data sets
- statistical learning
- systems biology
- pattern recognition
- statistical models
- state variables
- regulatory networks
- feature selection
- neural network