Package: EditImputeCont
Type: Package
Title: Simultaneous Edit-Imputation for Continuous Microdata
Version: 1.0.2
Date: 2016-10-30
Author: Quanli Wang, Hang J. Kim, Jerome P. Reiter, Lawrence H. Cox and Alan F. Karr
Maintainer: Quanli Wang <quanli@stat.duke.edu>
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 (>= 0.11.5), methods, editrules, graphics, utils
LinkingTo: Rcpp
RcppModules: cbei
URL: https://github.com/QuanliWang/EditImputeCont
NeedsCompilation: yes
Repository: CRAN
Packaged: 2016-10-31 00:13:27 UTC; qw2192
Date/Publication: 2016-10-31 07:57:01
Built: R 3.2.5; x86_64-w64-mingw32; 2017-04-20 09:00:32 UTC; windows
Archs: i386, x64
