Bayesian Bootstrap Predictive Mean Matching - Multiple and Single Imputation for Discrete Data


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Documentation for package ‘BaBooN’ version 0.2-0

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BaBooN-package Package for multiple imputation of missing values based on Bayesian Bootstrap with Predictive Mean Matching.
BBPMM (Multiple) Imputation through Bayesian Bootstrap Predictive Mean Matching (BBPMM)
BBPMM.row (Multiple) Imputation of variable vectors
BBPMMcol (Multiple) Imputation through Bayesian Bootstrap Predictive Mean Matching (BBPMM)
BBPMMrow (Multiple) Imputation of variable vectors
dmi Data monotonicity index for missing values
impdiagnosticconversion Conversion from BBPMM output to mice's mids object or prepares imputed data for coda's mcmc or mcmc.list objects
MI.inference Multiple Imputation inference
rowimpPrep Missing-data pattern identifier
summary.imp Summary method for objects of class 'imp'
summary.impprep Summary method for objects of class 'impprep'