Package: EditImputeCont
Type: Package
Title: Simultaneous Edit-Imputation for Continuous Microdata
Version: 1.1.6
Date: 2020-02-08
Author: Quanli Wang, Hang J. Kim, Jerome P. Reiter, Lawrence H. Cox and Alan F. Karr
Maintainer: Hang J. Kim <hangkim0@gmail.com>
Description: 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.
License: GPL (>= 3)
Depends: Rcpp, methods, editrules, graphics, utils, igraph
LinkingTo: Rcpp
RcppModules: cbei
URL: https://github.com/QuanliWang/EditImputeCont
NeedsCompilation: yes
Repository: CRAN
Packaged: 2020-03-03 04:52:34 UTC; kim3h4
Date/Publication: 2020-03-03 06:50:02 UTC
Built: R 4.1.0; x86_64-w64-mingw32; 2020-08-03 10:57:06 UTC; windows
Archs: i386, x64
