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Which missing value imputation method to use in expression profiles: a comparative study and two selection schemes.
Guy N. Brock
John R. Shaffer
Richard E. Blakesley
Meredith J. Lotz
George C. Tseng
Published in:
BMC Bioinform. (2008)
Keyphrases
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missing values
data imputation
imputation methods
missing data
missing data imputation
incomplete data
high dimensional data
gene expression
gene expression profiles
database
meta analysis
gene networks
data sets
microarray
feature extraction
bayesian networks
machine learning
neural network