Package: cellKey 1.0.2

cellKey: Consistent Perturbation of Statistical Frequency- And Magnitude Tables

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>.

Authors:Bernhard Meindl [aut, cre]

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cellKey.pdf |cellKey.html
cellKey/json (API)
NEWS

# Install 'cellKey' in R:
install.packages('cellKey', repos = c('https://bernhard-da.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/sdctools/usersupport/issues

Datasets:
  • ck_dat_hc92 - A real-world data set on persons
  • testdata - A real-world data set on household income and expenditures

On CRAN:

2.70 score 7 scripts 246 downloads 10 exports 77 dependencies

Last updated 12 months agofrom:7246630aad. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 31 2024
R-4.5-winOKOct 31 2024
R-4.5-linuxOKOct 31 2024
R-4.4-winOKOct 31 2024
R-4.4-macOKOct 31 2024
R-4.3-winOKOct 31 2024
R-4.3-macOKOct 31 2024

Exports:ck_cnt_measuresck_create_testdatack_flexparamsck_generate_rkeysck_params_cntsck_params_numsck_read_yamlck_setupck_simpleparamsck_vignette

Dependencies:base64encbslibcachemclicolorspacecommonmarkcrayondata.tabledigestevaluatefansifarverfastmapflexdashboardfontawesomefsggplot2glpkAPIgluegtablehighrhmshtmltoolshtmlwidgetshttpuvisobandjquerylibjsonliteknitrlabelinglaterlatticelifecyclemagrittrMASSMatrixmemoisemgcvmimemunsellnlmenloptrpillarpkgconfigprettyunitsprogresspromisesptableR6rappdirsRColorBrewerRcppRglpkrlangrmarkdownsassscalessdcHierarchiessdcTableshinyshinyjsshinythemesshinyTreeslamsourcetoolsSSBtoolsstringistringrtibbletinytexutf8vctrsviridisLitewithrxfunxtableyaml

Introduction to the cellKey-Package

Rendered fromintroduction.Rmdusingknitr::rmarkdownon Oct 31 2024.

Last update: 2023-11-25
Started: 2023-03-10