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Data from statistical agencies and other institutions often need to be protected before they can be published. This package can be used to perturb statistical tables in a consistent way. The main idea is to add - at the micro data level - a record key for each unit. Based on these keys, for any cell in a statistical table a cell key is computed as a function on the record keys contributing to a specific cell. Values that are added to the cell in order to perturb it are derived from a lookup-table that maps values of cell keys to specific perturbation values. The theoretical basis for the methods implemented can be found in Thompson, Broadfoot and Elazar (2013) <https://unece.org/fileadmin/DAM/stats/documents/ece/ces/ge.46/2013/Topic_1_ABS.pdf> which was extended and enhanced by Giessing and Tent (2019) <https://unece.org/fileadmin/DAM/stats/documents/ece/ces/ge.46/2019/mtg1/SDC2019_S2_Germany_Giessing_Tent_AD.pdf>.
| Version: | 1.0.2 |
| Depends: | R (≥ 4.1), sdcHierarchies (≥ 0.19.3), data.table |
| Imports: | rlang, methods, digest (≥ 0.6.23), sdcTable (≥ 0.32.2), ptable (≥ 1.0.0), cli, utils, yaml, parallel |
| Suggests: | testthat, knitr, rmarkdown |
| Published: | 2023-11-24 |
| DOI: | 10.32614/CRAN.package.cellKey |
| Author: | Bernhard Meindl [aut, cre] |
| Maintainer: | Bernhard Meindl <bernhard.meindl at statistik.gv.at> |
| BugReports: | https://github.com/sdcTools/userSupport/issues |
| License: | GPL-2 |
| URL: | https://github.com/sdcTools/cellKey |
| NeedsCompilation: | no |
| Materials: | README NEWS |
| CRAN checks: | cellKey results |
| Reference manual: | cellKey.pdf |
| Vignettes: |
Introduction to the cellKey-Package |
| Package source: | cellKey_1.0.2.tar.gz |
| Windows binaries: | r-devel: cellKey_1.0.2.zip, r-release: cellKey_1.0.2.zip, r-oldrel: cellKey_1.0.2.zip |
| macOS binaries: | r-release (arm64): cellKey_1.0.2.tgz, r-oldrel (arm64): cellKey_1.0.2.tgz, r-release (x86_64): cellKey_1.0.2.tgz, r-oldrel (x86_64): cellKey_1.0.2.tgz |
| Old sources: | cellKey archive |
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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.