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.

AuthorJared S. Murray
Date of publication2016-02-07 09:20:13
MaintainerJared S. Murray <jsmurray@stat.cmu.edu>
LicenseGPL-3
Version0.1

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Files in this package

MixedDataImpute
MixedDataImpute/inst
MixedDataImpute/inst/CITATION
MixedDataImpute/src
MixedDataImpute/src/Makevars
MixedDataImpute/src/common.h
MixedDataImpute/src/StatlFunctions.cpp
MixedDataImpute/src/stick.cpp
MixedDataImpute/src/StatFunctions.h
MixedDataImpute/src/hcmmld.cpp
MixedDataImpute/src/clusters.cpp
MixedDataImpute/src/clusters.h
MixedDataImpute/src/hcmmld_pmn.h
MixedDataImpute/src/Makevars.win
MixedDataImpute/src/RcppExports.cpp
MixedDataImpute/src/common.cpp
MixedDataImpute/src/rng.h
MixedDataImpute/src/rng.cpp
MixedDataImpute/src/stick.h
MixedDataImpute/src/hcmmld_mvreg.h
MixedDataImpute/NAMESPACE
MixedDataImpute/data
MixedDataImpute/data/sipp08.rda
MixedDataImpute/R
MixedDataImpute/R/MixedDataImpute.R MixedDataImpute/R/impute.R MixedDataImpute/R/make_lookup.R MixedDataImpute/R/sipp08.R MixedDataImpute/R/prepare_data.R MixedDataImpute/R/RcppExports.R MixedDataImpute/R/hyperpars.R MixedDataImpute/R/zzz.R
MixedDataImpute/MD5
MixedDataImpute/DESCRIPTION
MixedDataImpute/man
MixedDataImpute/man/prepare_data.Rd MixedDataImpute/man/hcmm_impute.Rd MixedDataImpute/man/MixedDataImpute.Rd MixedDataImpute/man/hcmm_hyperpar.Rd MixedDataImpute/man/remap_imputations.Rd MixedDataImpute/man/sipp08.Rd

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