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 |
| 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.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.