Package: SmallCountRounding 1.2.0
Øyvind Langsrud
SmallCountRounding: Small Count Rounding of Tabular Data
A statistical disclosure control tool to protect frequency tables in cases where small values are sensitive. The function PLSrounding() performs small count rounding of necessary inner cells so that all small frequencies of cross-classifications to be published (publishable cells) are rounded. This is equivalent to changing micro data since frequencies of unique combinations are changed. Thus, additivity and consistency are guaranteed. The methodology is described in Langsrud and Heldal (2018) <https://www.researchgate.net/publication/327768398_An_Algorithm_for_Small_Count_Rounding_of_Tabular_Data>.
Authors:
SmallCountRounding_1.2.0.tar.gz
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SmallCountRounding_1.2.0.tar.gz(r-4.5-noble)SmallCountRounding_1.2.0.tar.gz(r-4.4-noble)
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SmallCountRounding.pdf |SmallCountRounding.html✨
SmallCountRounding/json (API)
NEWS
| # Install 'SmallCountRounding' in R: |
| install.packages('SmallCountRounding', repos = c('https://statisticsnorway.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/statisticsnorway/ssb-smallcountrounding/issues
Pkgdown site:https://statisticsnorway.github.io
Last updated 15 days agofrom:e88bb9e1dd. Checks:8 OK. Indexed: yes.
| Target | Result | Latest binary |
|---|---|---|
| Doc / Vignettes | OK | Feb 05 2025 |
| R-4.5-win | OK | Feb 05 2025 |
| R-4.5-mac | OK | Feb 05 2025 |
| R-4.5-linux | OK | Feb 05 2025 |
| R-4.4-win | OK | Feb 05 2025 |
| R-4.4-mac | OK | Feb 05 2025 |
| R-4.3-win | OK | Feb 05 2025 |
| R-4.3-mac | OK | Feb 05 2025 |
Exports:FindMaxDiffformula_selectionFormulaSelectionHDHDutilityLists2formulaMakeControlmakeroundtabsPLS2wayPLSroundingPLSroundingFitsPLSroundingInnerPLSroundingLoopPLSroundingPublishRound2RoundViaDummyRoundViaDummy2SmallCountDataSSBtoolsDatatables_by_formulas
Dependencies:cligluelatticelifecyclemagrittrMASSMatrixrlangSSBtoolsstringistringrvctrs
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Small Count Rounding of Tabular Data | SmallCountRounding-package SmallCountRounding |
| FormulaSelection method for PLSrounded | FormulaSelection.PLSrounded |
| Hellinger Distance (Utility) | HD HDutility |
| Two-way table from PLSrounding output | PLS2way |
| PLS inspired rounding | PLSrounding PLSroundingInner PLSroundingPublish |
| Small count rounding with post-processing to expected frequencies | PLSroundingFits |
| PLSrounding on portions of data at a time | PLSroundingLoop |
| Print method for PLSrounded | print.PLSrounded |
| Small Count Rounding of Tabular Data | RoundViaDummy |
| Function that returns a dataset | SmallCountData |
