EditImputeCont: Simultaneous Edit-Imputation for Continuous Microdata

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) <DOI:10.1080/01621459.2015.1040881>. 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.

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
https://github.com/QuanliWang/EditImputeCont

View on CRAN

Files

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

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

Please suggest features or report bugs with the GitHub issue tracker.

All documentation is copyright its authors; we didn't write any of that.