Determining Transcription Factor Activity from Microarray Data using Bayesian Markov Chain Monte Carlo Sampling.
Andrew V. KossenkovAidan J. PetersonMichael F. OchsPublished in: MedInfo (2007)
Keyphrases
- microarray data
- microarray
- transcription factors
- gene expression
- saccharomyces cerevisiae
- gene sets
- regulatory networks
- binding sites
- gene expression data
- gene selection
- markov chain monte carlo
- high throughput
- biological data
- microarray data analysis
- biological processes
- feature selection
- data sets
- high dimensionality
- bayesian networks
- posterior probability
- cluster analysis
- experimental conditions
- component analysis
- gene ontology
- parameter estimation
- molecular biology
- microarray datasets
- high dimensional
- bayesian inference
- biological networks
- genome wide
- gene regulatory networks
- statistical tests
- transcription factor binding sites
- dna sequences