EditImputeCont: Simultaneous Edit-Imputation for Continuous Microdata
Version 1.0.2

An integrated editing and imputation method for continuous microdata under linear constraints is implemented. It relies on a Bayesian nonparametric hierarchical modeling approach as described in Kim et al. (2015) . In this approach, the joint distribution of the data is estimated by a flexible joint probability model. The generated edit-imputed data are guaranteed to satisfy all imposed edit rules, whose types include ratio edits, balance edits and range restrictions.

Browse man pages Browse package API and functions Browse package files

AuthorQuanli Wang, Hang J. Kim, Jerome P. Reiter, Lawrence H. Cox and Alan F. Karr
Date of publication2016-10-31 07:57:01
MaintainerQuanli Wang <quanli@stat.duke.edu>
LicenseGPL (>= 3)
Version1.0.2
URL https://github.com/QuanliWang/EditImputeCont
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("EditImputeCont")

Man pages

bei: RCPP Implementation of the Library
createModel: Create and Initialize the Rcpp_bei Model Object
EditImputeCont-package: Simultaneous Edit-Imputation for Continuous Microdata Package
makeDemoTxt: Make Demo Text Files
multipleEI: Generate Multiple Edit-imputed Datasets
NestedEx: Data Example With 11 Variables
Rcpp_bei-class: Class '"Rcpp_bei"'
readData: Read Data and Edit Rules
scatterPlot: Draw Scatter Plots of Edited Dataset
SimpleEx: Simple Data Example With Four Variables

Functions

Check_D_EditIn Source code
EditImputeCont Man page
EditImputeCont-package Man page
EditIn.data Man page
EditIn.data-class Man page
NestedEx Man page
Rcpp_bei Man page
Rcpp_bei-class Man page
SimpleEx Man page
bei Man page Man page
createModel Man page Source code
makeDemoTxt Man page Source code
make_BE_final Source code
make_Bound_LU Source code
make_editmatrix Source code
make_matrix Source code
multipleEI Man page Source code
readData Man page Source code
read_Balance_editmatrix Source code
read_Balance_matrix Source code
read_Range_editmatrix Source code
read_Range_matrix Source code
read_Ratio_editmatrix Source code
read_Ratio_matrix Source code
scatterPlot Man page Source code

Files

src
src/hholder.cpp
src/hbio.c
src/colamd.c
src/myexcept.h
src/lusol6l0.h
src/lusol6u.h
src/lp_scale.h
src/lp_report.c
src/Makevars
src/lp_SOS.c
src/lusol.h
src/CData.h
src/lpsolve.h
src/newmat1.cpp
src/lp_report.h
src/lp_presolve.h
src/lp_fortify.h
src/colamd.h
src/ini.c
src/lp_rlp.c
src/declare.h
src/CParam.cpp
src/lp_lib.c
src/commonlib.h
src/lusol2.h
src/myblas.h
src/lp_explicit.h
src/simpstr.cpp
src/newmatio.h
src/lp_MDO.c
src/newmat9.cpp
src/newmat8.cpp
src/lp_MPS.h
src/lp_mipbb.h
src/lp_LUSOL.h
src/commonlib.c
src/lusol7a.h
src/lp_pricePSE.c
src/lp_price.c
src/cholesky.cpp
src/CBE.h
src/extreal.cpp
src/sparselib.h
src/Cspecialfn.cpp
src/newmat3.cpp
src/jacobi.cpp
src/lusol.c
src/lusol1.h
src/lp_matrix.c
src/mmio.h
src/CParam.h
src/lp_Hash.h
src/lusol6a.h
src/newran2.cpp
src/sparselib.c
src/lp_price.h
src/lp_simplex.h
src/CFeasibilityMap.h
src/newmatrm.h
src/lp_wlp.c
src/lusolio.c
src/isfixedvar.c
src/lp_utils.h
src/lpslink56.c
src/lp_Hash.c
src/lp_rlp.h
src/yacc_read.c
src/lp_types.h
src/newmat.h
src/lp_presolve.c
src/myexcept.cpp
src/bandmat.cpp
src/CHeader.h
src/evalue.cpp
src/yacc_read.h
src/ini.h
src/lp_mipbb.c
src/precisio.h
src/Cspecialfn.h
src/lp_LUSOL.c
src/lp_BFP2.h
src/lusol8a.h
src/newmat6.cpp
src/extreal.h
src/newran1.cpp
src/newran.h
src/newmatap.h
src/newmat5.cpp
src/lp_crash.c
src/CFeasibilityMap.cpp
src/hbio.h
src/newmatrm.cpp
src/lpkit.h
src/newfft.cpp
src/lp_crash.h
src/lp_wlp.h
src/newmat7.cpp
src/fortify.h
src/newmat2.cpp
src/lp_MPS.c
src/lp_pricePSE.h
src/sort.cpp
src/lp_params.c
src/CBE.cpp
src/CData.cpp
src/lp_simplex.c
src/ufortify.h
src/controlw.h
src/lp_BFP1.h
src/Makevars.win
src/lp_utils.c
src/lp_lib.h
src/lp_matrix.h
src/myblas.c
src/submat.cpp
src/svd.cpp
src/mmio.c
src/lp_scale.c
src/lp_MDO.h
src/lp_BFP.h
src/lusolio.h
src/include.h
src/newmatex.cpp
src/newmatrc.h
src/newmat4.cpp
src/lp_SOS.h
src/simpstr.h
NAMESPACE
demo
demo/example.R
demo/00Index
data
data/SimpleEx.RData
data/NestedEx.RData
R
R/TutorialForDataFiles.R
R/ModelChecking.R
R/LoadModule.R
R/ReadData.R
R/RunningMCMC.R
R/Check_D_EditIn.R
MD5
DESCRIPTION
man
man/makeDemoTxt.Rd
man/multipleEI.Rd
man/EditImputeCont-package.Rd
man/readData.Rd
man/createModel.Rd
man/Rcpp_bei-class.Rd
man/SimpleEx.Rd
man/scatterPlot.Rd
man/bei.Rd
man/NestedEx.Rd
EditImputeCont documentation built on May 20, 2017, 1:06 a.m.