Collateral missing value imputation: a new robust missing value estimation algorithm for microarray data.
Muhammad Shoaib B. SehgalIqbal GondalLaurence DooleyPublished in: Bioinform. (2005)
Keyphrases
- missing values
- microarray data
- estimation algorithm
- computationally efficient
- missing data
- microarray
- gene expression
- data imputation
- gene selection
- gene expression data
- high dimensional data
- high dimensional
- feature selection
- incomplete data
- data sets
- missing data imputation
- cancer classification
- gene expression profiles
- incomplete data sets
- maximum likelihood
- cluster analysis
- microarray data analysis
- small number of samples
- database
- high throughput
- microarray datasets
- ground truth
- probabilistic model
- feature vectors
- object recognition