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

View on CRAN

Functions

checkconstraints Man page
checkconstraints_HHhead_at_group_level Man page
GetImpossibleHouseholds Man page
groupcount Man page
groupcount1D Man page
households2individuals Man page
initData Man page
initOutput Man page
initParameters Man page
RunModel Man page
sampleG Man page
samplehouseholds Man page
samplehouseholds_HHhead_at_group_level Man page
sampleM Man page
UpdateAlpha Man page
UpdateBeta Man page
UpdateLambda Man page
UpdateLambdaWeighted Man page
UpdateOmega Man page
UpdateOmegaWeighted Man page
UpdatePhi Man page
UpdatePhiWeighted Man page
UpdatePi Man page
UpdatePiWeighted Man page

Files

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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