A Survey and Comparative Study of Statistical Tests for Identifying Differential Expressionfrom Microarray Data.
Sanghamitra BandyopadhyaySaurav MallikAnirban MukhopadhyayPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2014)
Keyphrases
- comparative study
- microarray data
- statistical tests
- microarray
- gene selection
- gene expression
- gene expression data
- statistically significant
- data sets
- meta analysis
- feature selection
- sample size
- statistical analysis
- statistical methods
- microarray data analysis
- microarray classification
- microarray gene expression data
- cancer classification
- statistical significance
- cluster analysis
- gene networks
- high dimensional
- biologically meaningful
- gene clusters
- small number of samples
- differentially expressed genes
- gene expression profiles
- data mining
- dna microarray data
- high throughput
- microarray datasets
- dna microarray
- database
- databases
- method reduces the number