sdcMicro: Statistical Disclosure Control Methods for Anonymization of Dataand 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: | 5.7.9 |
| 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, parallel,testthat |
| Published: | 2025-08-22 |
| 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 |
Documentation:
| Reference manual: | sdcMicro.html ,sdcMicro.pdf |
| Vignettes: | Targeted Record Swapping (source) Using the interactive GUI - sdcApp (source,R code) |
Downloads:
| Package source: | sdcMicro_5.7.9.tar.gz |
| Windows binaries: | r-devel:sdcMicro_5.7.9.zip, r-release:sdcMicro_5.7.9.zip, r-oldrel:sdcMicro_5.7.9.zip |
| macOS binaries: | r-release (arm64):sdcMicro_5.7.9.tgz, r-oldrel (arm64):sdcMicro_5.7.9.tgz, r-release (x86_64):sdcMicro_5.7.9.tgz, r-oldrel (x86_64):sdcMicro_5.7.9.tgz |
| Old sources: | sdcMicro archive |
Linking:
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