Sequential local least squares imputation estimating missing value of microarray data.
Xiaobai ZhangXiaofeng SongHuinan WangHuanping ZhangPublished in: Comput. Biol. Medicine (2008)
Keyphrases
- microarray data
- missing values
- least squares
- data imputation
- microarray
- missing data
- gene expression
- gene expression data
- high dimensional
- feature selection
- gene selection
- data sets
- incomplete data
- meta analysis
- microarray gene expression data
- high dimensional data
- microarray classification
- gene networks
- incomplete data sets
- gene expression profiles
- missing data imputation
- microarray datasets
- gene clusters
- microarray data analysis
- cluster analysis
- dna microarray data
- small number of samples
- differentially expressed genes
- imputation methods
- cancer classification
- multiple imputation
- image processing
- learning algorithm
- biologically meaningful
- support vector