A personalized microRNA microarray normalization method using a logistic regression model.
Bin WangXiao-Feng WangPaul HowellXuemin QianKun HuangAdam I. RikerJingfang JuYaguang XiPublished in: Bioinform. (2010)
Keyphrases
- regression model
- microarray
- normalization method
- gene expression
- high throughput
- gene expression data
- expression profiles
- microarray data
- binding sites
- regression analysis
- gene ontology
- model selection
- gene sets
- gene expression profiling
- logistic regression
- gene networks
- multivariate regression
- genome wide
- experimental conditions
- gene selection
- gene expression profiles
- gene expression data sets
- microarray datasets
- explanatory variables
- high dimensionality
- gene expression analysis
- microarray data analysis
- generalized linear models
- microarray analysis
- cancer classification
- clustering analysis
- gene expression datasets
- gaussian process
- microarray images
- regulatory networks
- dna microarray
- transcription factors
- interval valued data