Missing value estimation for DNA microarray gene expression data: local least squares imputation.
Hyunsoo KimGene H. GolubHaesun ParkPublished in: Bioinform. (2006)
Keyphrases
- missing values
- least squares
- microarray gene expression data
- data imputation
- missing data
- parameter estimation
- incomplete data
- missing data imputation
- gene expression data
- high dimensional data
- multiple imputation
- microarray data
- machine learning
- incomplete data sets
- gene regulatory networks
- imputation methods
- dna sequences
- gene expression
- feature ranking
- cancer classification
- binding sites
- nearest neighbor
- data mining