Reproducibility-Optimized Test Statistic for Ranking Genes in Microarray Studies.
Laura EloSanna FilenRiitta LahesmaaTero AittokallioPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2008)
Keyphrases
- microarray
- gene expression
- microarray data
- gene expression data
- microarray analysis
- test statistic
- gene selection
- differentially expressed genes
- gene expression profiling
- gene ontology
- microarray data analysis
- related genes
- high throughput
- gene networks
- gene expression profiles
- meta analysis
- yeast cell cycle
- gene expression analysis
- microarray technology
- dna microarray
- cancer classification
- gene expression data sets
- gene expression datasets
- experimental conditions
- microarray datasets
- regulatory networks
- hypothesis testing
- biological processes
- high dimensionality
- gene expression levels
- microarray expression data
- distribution free
- colon cancer
- analysis of gene expression
- large deviations
- cancer diagnosis
- feature ranking
- high throughput technologies
- microarray images
- biological data
- null hypothesis
- gene sets
- likelihood ratio
- statistical tests
- gene regulatory networks
- random variables
- bayesian networks