Maximum Likelihood Multiple Imputation


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Documentation for package ‘mlmi’ version 1.1.2

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catImp Imputation for categorical variables using log linear models
ctsTrialWide Simulated example data with continuous outcome measured repeatedly over time
mixImp Imputation for a mixture of continuous and categorical variables using the general location model.
normImp Multivariate normal model imputation
normUniImp Normal regression imputation of a single variable
refBasedCts Reference based imputation of repeated measures continuous data
scoreBased Score based variance estimation for multiple imputation
withinBetween Within between variance estimation