Package: SmallCountRounding 1.0.8
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_1.0.8.tar.gz
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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
Last updated 1 months agofrom:d6faf7f041. Checks:OK: 7. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Nov 22 2024 |
| R-4.5-win | OK | Nov 22 2024 |
| R-4.5-linux | OK | Nov 22 2024 |
| R-4.4-win | OK | Nov 22 2024 |
| R-4.4-mac | OK | Nov 22 2024 |
| R-4.3-win | OK | Nov 22 2024 |
| R-4.3-mac | OK | Nov 22 2024 |
Exports:FindMaxDiffHDHDutilityLists2formulaMakeControlmakeroundtabsPLS2wayPLSroundingPLSroundingFitsPLSroundingInnerPLSroundingLoopPLSroundingPublishRound2RoundViaDummyRoundViaDummy2SmallCountData
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 |
