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NestedCategBayesImpute: Modeling, Imputing and Generating Synthetic Versions of Nested Categorical Data in the Presence of Impossible Combinations

This tool set provides a set of functions to fit the nested Dirichlet process mixture of products of multinomial distributions (NDPMPM) model for nested categorical household data in the presence of impossible combinations. It has direct applications in imputing missing values for and generating synthetic versions of nested household data.

Version: 1.2.1
Imports: stats, coda, dplyr, Rcpp (≥ 0.12.0), RcppParallel
LinkingTo: Rcpp, RcppParallel
Published: 2019-02-07
DOI: 10.32614/CRAN.package.NestedCategBayesImpute
Author: Quanli Wang, Olanrewaju Akande, Jingchen Hu, Jerry Reiter and Andres Barrientos
Maintainer: Olanrewaju Akande <akandelanre13 at gmail.com>
License: GPL (≥ 3)
NeedsCompilation: yes
SystemRequirements: GNU make
CRAN checks: NestedCategBayesImpute results

Documentation:

Reference manual: NestedCategBayesImpute.pdf

Downloads:

Package source: NestedCategBayesImpute_1.2.1.tar.gz
Windows binaries: r-devel: NestedCategBayesImpute_1.2.1.zip, r-release: NestedCategBayesImpute_1.2.1.zip, r-oldrel: NestedCategBayesImpute_1.2.1.zip
macOS binaries: r-release (arm64): NestedCategBayesImpute_1.2.1.tgz, r-oldrel (arm64): NestedCategBayesImpute_1.2.1.tgz, r-release (x86_64): NestedCategBayesImpute_1.2.1.tgz, r-oldrel (x86_64): NestedCategBayesImpute_1.2.1.tgz
Old sources: NestedCategBayesImpute archive

Linking:

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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.