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sdcMicro: Statistical Disclosure Control Methods for Anonymization of Data and Risk Estimation

Data from statistical agencies and other institutions are mostly confidential. This package, introduced in Templ, Kowarik and Meindl (2017) <doi:10.18637/jss.v067.i04>, can be used for the generation of anonymized (micro)data, i.e. for the creation of public- and scientific-use files. The theoretical basis for the methods implemented can be found in Templ (2017) <doi:10.1007/978-3-319-50272-4>. Various risk estimation and anonymization methods are included. Note that the package includes a graphical user interface published in Meindl and Templ (2019) <doi:10.3390/a12090191> that allows to use various methods of this package.

Version: 5.7.8
Depends: R (≥ 2.10)
Imports: utils, stats, graphics, car, carData, rmarkdown, knitr, data.table, xtable, robustbase, cluster, MASS, e1071, tools, Rcpp, methods, ggplot2, shiny (≥ 1.4.0), haven, rhandsontable, DT, shinyBS, prettydoc, VIM (≥ 4.7.0)
LinkingTo: Rcpp
Suggests: laeken, testthat
Published: 2024-03-11
DOI: 10.32614/CRAN.package.sdcMicro
Author: Matthias Templ ORCID iD [aut, cre], Bernhard Meindl [aut], Alexander Kowarik ORCID iD [aut], Johannes Gussenbauer [aut], Organisation For Economic Co-Operation And Development [cph] (Initial published c(++) code (under LGPL) code for rank swapping, mdav-microaggregation, suda2 and other (hierarchical) risk measures), Statistics Netherlands [cph] (microAggregation cpp code (under EUPL v1.1)), Pascal Heus [cph] (original measure threshold cpp code (under LGPL))
Maintainer: Matthias Templ <matthias.templ at gmail.com>
License: GPL-2
URL: https://github.com/sdcTools/sdcMicro
NeedsCompilation: yes
Citation: sdcMicro citation info
Materials: README NEWS
In views: OfficialStatistics
CRAN checks: sdcMicro results

Documentation:

Reference manual: sdcMicro.pdf
Vignettes: Targeted Record Swapping
Using the interactive GUI - sdcApp

Downloads:

Package source: sdcMicro_5.7.8.tar.gz
Windows binaries: r-devel: sdcMicro_5.7.8.zip, r-release: sdcMicro_5.7.8.zip, r-oldrel: sdcMicro_5.7.8.zip
macOS binaries: r-release (arm64): sdcMicro_5.7.8.tgz, r-oldrel (arm64): sdcMicro_5.7.8.tgz, r-release (x86_64): sdcMicro_5.7.8.tgz, r-oldrel (x86_64): sdcMicro_5.7.8.tgz
Old sources: sdcMicro archive

Linking:

Please use the canonical form https://CRAN.R-project.org/package=sdcMicro to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.