Single and Multiple Imputation with Automated Machine Learning

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Documentation for package ‘mlim’ version 0.6.0

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charity Attitudes toward charitable organizations
manifest Manifest Anxiety Scale
mlim missing data imputation with automated machine learning
mlim.error Evaluate imputation error
mlim.mids convert multiple imputations to a mids object
mlim.na add stratified/unstratified artificial missing observations
mlim.na.multilevel add artificial missing observations at a hierarchical level
mlim.preimpute Preimputation of missing values
mlim.stata Prepare Multiple Imputation Data for Stata
mlim.summarize Summarize mlim imputation error