GaussSuppression: Tabular Data Suppression using Gaussian Elimination
A statistical disclosure control tool to protect tables by suppression using the Gaussian elimination secondary suppression algorithm (Langsrud, 2024) <doi:10.1007/978-3-031-69651-0_6>. A suggestion is to start by working with functions SuppressSmallCounts() and SuppressDominantCells(). These functions use primary suppression functions for the minimum frequency rule and the dominance rule, respectively. Novel functionality for suppression of disclosive cells is also included. General primary suppression functions can be supplied as input to the general working horse function, GaussSuppressionFromData(). Suppressed frequencies can be replaced by synthetic decimal numbers as described in Langsrud (2019) <doi:10.1007/s11222-018-9848-9>.
| Version: | 0.9.0 |
| Depends: | Matrix |
| Imports: | SSBtools (≥ 1.5.4), RegSDC (≥ 0.7.0), stats, methods, utils |
| Suggests: | formattable, kableExtra, knitr, rmarkdown, testthat (≥ 3.0.0), lpSolve, Rsymphony, Rglpk, slam, highs, data.table |
| Published: | 2024-09-24 |
| DOI: | 10.32614/CRAN.package.GaussSuppression |
| Author: | Øyvind Langsrud 
[aut, cre],
Daniel Lupp [aut],
Hege Bøvelstad
[ctb],
Vidar Norstein Klungre
[rev],
Statistics Norway [cph] |
| Maintainer: | Øyvind Langsrud <oyl at ssb.no> |
| BugReports: | https://github.com/statisticsnorway/ssb-gausssuppression/issues |
| License: | MIT + file LICENSE |
| URL: | https://github.com/statisticsnorway/ssb-gausssuppression |
| NeedsCompilation: | no |
| Materials: | NEWS |
| In views: | OfficialStatistics |
| CRAN checks: | GaussSuppression results |
Documentation:
| Reference manual: | GaussSuppression.pdf |
| Vignettes: |
Magnitude table suppression (source, R code) Small count frequency table suppression (source, R code) Defining tables for GaussSuppression (source, R code) |
Downloads:
| Package source: | GaussSuppression_0.9.0.tar.gz |
| Windows binaries: | r-devel: GaussSuppression_0.9.0.zip, r-release: GaussSuppression_0.9.0.zip, r-oldrel: GaussSuppression_0.9.0.zip |
| macOS binaries: | r-release (arm64): GaussSuppression_0.9.0.tgz, r-oldrel (arm64): GaussSuppression_0.9.0.tgz, r-release (x86_64): GaussSuppression_0.9.0.tgz, r-oldrel (x86_64): GaussSuppression_0.9.0.tgz |
| Old sources: | GaussSuppression archive |
Linking:
Please use the canonical form https://CRAN.R-project.org/package=GaussSuppression to link to this page.