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Avoiding bias due to perfect prediction in multiple imputation of incomplete categorical variables.
Ian R. White
Rhian M. Daniel
Patrick Royston
Published in:
Comput. Stat. Data Anal. (2010)
Keyphrases
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multiple imputation
missing data
incomplete data
categorical variables
missing values
prediction accuracy
statistical databases
imputation methods
feature space
bayesian networks
data samples
learning bayesian networks
high dimensional
relational databases
support vector
data sets
database