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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: 0.9.2
Depends: Matrix
Imports: SSBtools (≥ 1.6.0), RegSDC (≥ 0.7.0), stats, methods, utils
Suggests: formattable, kableExtra, knitr, rmarkdown, testthat (≥ 3.0.0), lpSolve, Rsymphony, Rglpk, slam, highs, data.table
Published: 2024-12-09
DOI: 10.32614/CRAN.package.GaussSuppression
Author: Øyvind Langsrud ORCID iD [aut, cre], Daniel Lupp ORCID iD [aut], Hege Bøvelstad ORCID iD [ctb], Vidar Norstein Klungre ORCID iD [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_0.9.2.tar.gz
Windows binaries: r-devel: GaussSuppression_0.9.2.zip, r-release: GaussSuppression_0.9.2.zip, r-oldrel: GaussSuppression_0.9.2.zip
macOS binaries: r-release (arm64): GaussSuppression_0.9.2.tgz, r-oldrel (arm64): GaussSuppression_0.9.2.tgz, r-release (x86_64): GaussSuppression_0.9.2.tgz, r-oldrel (x86_64): GaussSuppression_0.9.2.tgz
Old sources: GaussSuppression archive

Linking:

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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.
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