Nonparametric tests for differential gene expression and interaction effects in multi-factorial microarray experiments.
Xin GaoPeter X. K. SongPublished in: BMC Bioinform. (2005)
Keyphrases
- gene expression
- microarray
- interaction effects
- gene expression data
- high throughput
- microarray data
- high dimensionality
- gene expression analysis
- gene regulation
- biological processes
- gene ontology
- gene expression patterns
- gene selection
- biological networks
- molecular biology
- regulatory networks
- differentially expressed genes
- gene expression profiles
- gene expression data analysis
- gene expression data sets
- microarray data analysis
- microarray technology
- functional genomics
- dna microarray
- statistically significant
- binding sites
- gene networks
- microarray datasets
- experimental conditions
- statistical significance
- transcription factors
- statistical tests
- gene expression levels
- machine learning
- analysis of gene expression
- cancer classification
- independent component analysis
- discriminant analysis
- feature selection