prepare_data

A data frame of categorical variables (as factors)

A matrix or data frame of continuous variables

If <code>TRUE</code>, initialize missing values (from a marginal bootstrap of
observed values)

init


Prepares a dataset for imputation by mapping factor levels to integers and scaling
Y. Primarily used by <code>hcmm_impute</code> internally


Missing data imputation for continuous and categorical data, using nonparametric Bayesian joint models (specifically the hierarchically coupled mixture model with local dependence described in Murray and Reiter (2015); see 'citation("MixedDataImpute")' or http://arxiv.org/abs/1410.0438). See '?hcmm_impute' for example usage.

prepare_data: Prepare a dataset for imputation

Description

Usage

Arguments

Value