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 [aut, cre], Bernhard Meindl [aut], Alexander Kowarik [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 |
Reference manual: | sdcMicro.pdf |
Vignettes: |
Targeted Record Swapping Using the interactive GUI - sdcApp |
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 |
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