MixedDataImpute: Missing Data Imputation for Continuous and Categorical Data using Nonparametric Bayesian Joint Models

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.

Getting started

Package details

AuthorJared S. Murray
MaintainerJared S. Murray <[email protected]>
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:

Try the MixedDataImpute package in your browser

Any scripts or data that you put into this service are public.

MixedDataImpute documentation built on May 29, 2017, 12:25 p.m.