NestedCategBayesImpute: Modeling 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 generating synthetic nested household data.

AuthorQuanli Wang, Olanrewaju Akande, Jingchen Hu, Jerry Reiter and Andres Barrientos
Date of publication2016-11-17 08:27:32
MaintainerQuanli Wang <quanli@stat.duke.edu>
LicenseGPL (>= 3)
Version1.0.0
https://arxiv.org/abs/1412.2282

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Files in this package

NestedCategBayesImpute
NestedCategBayesImpute/inst
NestedCategBayesImpute/inst/extdata
NestedCategBayesImpute/inst/extdata/origdata_newFormat.txt
NestedCategBayesImpute/inst/extdata/origdata_oldFormat.txt
NestedCategBayesImpute/src
NestedCategBayesImpute/src/samplehouseholds.h
NestedCategBayesImpute/src/checkconstraints.h
NestedCategBayesImpute/src/groupcount.cpp
NestedCategBayesImpute/src/checkconstraints.cpp
NestedCategBayesImpute/src/samplehouseholds_imp.cpp
NestedCategBayesImpute/src/checkconstraints_imp.cpp
NestedCategBayesImpute/src/sampleM.cpp
NestedCategBayesImpute/src/sampleW.h
NestedCategBayesImpute/src/sampleW.cpp
NestedCategBayesImpute/src/sampleG.cpp
NestedCategBayesImpute/src/samplehouseholds.cpp
NestedCategBayesImpute/src/RcppExports.cpp
NestedCategBayesImpute/NAMESPACE
NestedCategBayesImpute/demo
NestedCategBayesImpute/demo/example.R
NestedCategBayesImpute/demo/00Index
NestedCategBayesImpute/R
NestedCategBayesImpute/R/init.R NestedCategBayesImpute/R/RcppExports.R NestedCategBayesImpute/R/RunModel.R NestedCategBayesImpute/R/samplers.R NestedCategBayesImpute/R/ImpossibleHouseholds.R
NestedCategBayesImpute/MD5
NestedCategBayesImpute/DESCRIPTION
NestedCategBayesImpute/man
NestedCategBayesImpute/man/households2individuals.Rd NestedCategBayesImpute/man/samplehouseholds.Rd NestedCategBayesImpute/man/initData.Rd NestedCategBayesImpute/man/UpdateBeta.Rd NestedCategBayesImpute/man/UpdateLambdaWeighted.Rd NestedCategBayesImpute/man/UpdateOmega.Rd NestedCategBayesImpute/man/UpdateOmegaWeighted.Rd NestedCategBayesImpute/man/initParameters.Rd NestedCategBayesImpute/man/sampleM.Rd NestedCategBayesImpute/man/checkconstraints_HHhead_at_group_level.Rd NestedCategBayesImpute/man/checkconstraints.Rd NestedCategBayesImpute/man/groupcount.Rd NestedCategBayesImpute/man/UpdateAlpha.Rd NestedCategBayesImpute/man/UpdateLambda.Rd NestedCategBayesImpute/man/UpdatePiWeighted.Rd NestedCategBayesImpute/man/sampleG.Rd NestedCategBayesImpute/man/groupcount1D.Rd NestedCategBayesImpute/man/initOutput.Rd NestedCategBayesImpute/man/UpdatePhi.Rd NestedCategBayesImpute/man/samplehouseholds_HHhead_at_group_level.Rd NestedCategBayesImpute/man/GetImpossibleHouseholds.Rd NestedCategBayesImpute/man/UpdatePi.Rd NestedCategBayesImpute/man/RunModel.Rd NestedCategBayesImpute/man/UpdatePhiWeighted.Rd

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