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DESCRIPTION
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DESCRIPTION
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Package: cellKey
Type: Package
Date: 2023-11-24
Title: Consistent Perturbation of Statistical Frequency- And Magnitude Tables
Version: 1.0.2
Authors@R: c(
person(
given="Bernhard", family="Meindl",
email="bernhard.meindl@statistik.gv.at",
role=c("aut", "cre")))
Description: 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>.
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
License: GPL-2
Encoding: UTF-8
RoxygenNote: 7.2.3
Suggests:
testthat,
knitr,
rmarkdown
VignetteBuilder: knitr
NeedsCompilation: no
Author: Bernhard Meindl [aut, cre]
Maintainer: Bernhard Meindl <bernhard.meindl@statistik.gv.at>
LazyData: true
LazyDataCompression: xz
BugReports: https://github.com/sdcTools/userSupport/issues
URL: https://github.com/sdcTools/cellKey