Toward a Combinatorial Approach to the Sample Size Problem in Multiple-treatment Microarray Studies.
Vinhthuy PhanE. Olusegun GeorgeQuynh T. TranThomas R. SutterPublished in: BIOCOMP (2008)
Keyphrases
- sample size
- microarray
- gene expression
- microarray data
- high throughput
- small sample size
- gene expression data
- model selection
- microarray analysis
- high dimensionality
- experimental design
- upper bound
- gene expression profiles
- statistical tests
- gene networks
- gene expression profiling
- experimental conditions
- gene selection
- worst case
- microarray datasets
- gene ontology
- cancer classification
- meta analysis
- microarray data analysis
- dna microarray
- gene expression analysis
- random sample
- progressive sampling
- differentially expressed genes
- structure learning
- data sets
- related genes
- cancer diagnosis
- regulatory networks
- learning algorithm