Package: GaussSuppression 0.9.1
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>.
Authors:
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GaussSuppression.pdf |GaussSuppression.html✨
GaussSuppression/json (API)
NEWS
# Install 'GaussSuppression' in R: |
install.packages('GaussSuppression', repos = c('https://statisticsnorway.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/statisticsnorway/ssb-gausssuppression/issues
Last updated 13 days agofrom:e5e359f2b9. Checks:OK: 7. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Nov 08 2024 |
R-4.5-win | OK | Nov 08 2024 |
R-4.5-linux | OK | Nov 08 2024 |
R-4.4-win | OK | Nov 08 2024 |
R-4.4-mac | OK | Nov 08 2024 |
R-4.3-win | OK | Nov 08 2024 |
R-4.3-mac | OK | Nov 08 2024 |
Exports:AdditionalSuppressionCandidatesDefaultCandidatesNumCandidatesNumWgChainedSuppressionChainedSuppressionHiChainedSuppressionHi1ComputeIntervalsDominanceRuleFixRiskyIntervalsForcedFromSuppressedDataForcedWgGaussSuppressDecGaussSuppressionGaussSuppressionFromDataGaussSuppressionTwoWayGetDefaultHierarchyContributorsIncrementalTimeSuppressionKDisclosurePrimaryLazyLinkedTablesMagnitudeRuleMaxContributionNcontributorsNcontributorsHoldingNcontributorsRuleNContributorsRuleNotPrimaryFromSuppressedDataPackageSpecsPPercentRulePrimaryDefaultPrimaryFromRiskyDefaultPrimaryFromSuppressedDataPrimaryRemoveWgRangeLimitsDefaultRangeOutputFunctionSingletonDefaultSingletonUniqueContributorSingletonUniqueContributor0SSBtoolsDataSuppressDirectDisclosureSuppressDominantCellsSuppressFewContributorsSuppressionFromDecimalsSuppressKDisclosureSuppressSmallCountsX_from_mcX_from_mc_noinnerX_from_mc_removeX_from_mc_remove_noinner
Dependencies:cligluelatticelifecyclemagrittrMASSMatrixRegSDCrlangSSBtoolsstringistringrvctrs
Defining Tables for GaussSuppression
Rendered fromdefine_tables.Rmd
usingknitr::rmarkdown
on Nov 08 2024.Last update: 2024-05-22
Started: 2023-03-31
Magnitude table suppression
Rendered fromMagnitude_table_suppression.Rmd
usingknitr::rmarkdown
on Nov 08 2024.Last update: 2024-01-09
Started: 2023-06-06
Small count frequency table suppression
Rendered fromSmall_count_frequency_table_suppression.Rmd
usingknitr::rmarkdown
on Nov 08 2024.Last update: 2023-06-06
Started: 2023-06-06