Missing value estimation for DNA microarray gene expression data: local least squares imputation.
Hyunsoo KimGene H. GolubHaesun ParkPublished in: Bioinform. (2005)
Keyphrases
- missing values
- least squares
- microarray gene expression data
- data imputation
- missing data
- parameter estimation
- incomplete data
- microarray data
- incomplete data sets
- missing data imputation
- high dimensional data
- gene expression data
- imputation methods
- face recognition
- dna sequences
- microarray datasets
- neural network
- feature ranking
- cancer classification
- probabilistic model
- artificial neural networks
- feature space
- data analysis