sdcMicro

Statistical Disclosure Control Methods for Anonymization of Data and Risk Estimation

CRAN Package

Data from statistical agencies and other institutions are mostly confidential. This package, introduced in Templ, Kowarik and Meindl (2017) doi:10.18637/jss.v067.i04, can be used for the generation of anonymized (micro)data, i.e. for the creation of public- and scientific-use files. The theoretical basis for the methods implemented can be found in Templ (2017) doi:10.1007/978-3-319-50272-4. Various risk estimation and anonymization methods are included. Note that the package includes a graphical user interface published in Meindl and Templ (2019) doi:10.3390/a12090191 that allows to use various methods of this package.


Documentation


Team


Insights

Last 30 days

This package has been downloaded 1,083 times in the last 30 days. Now we’re talking! This work is officially 'heard of in academic circles', just like those wild research papers on synthetic bananas. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 44 times.

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0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
14 downloadsMar 4, 2025
142 downloadsMar 5, 2025
15 downloadsMar 6, 2025
10 downloadsMar 7, 2025
7 downloadsMar 8, 2025
6 downloadsMar 9, 2025
15 downloadsMar 10, 2025
38 downloadsMar 11, 2025
72 downloadsMar 12, 2025
39 downloadsMar 13, 2025
18 downloadsMar 14, 2025
130 downloadsMar 15, 2025
12 downloadsMar 16, 2025
18 downloadsMar 17, 2025
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12 downloadsMar 19, 2025
16 downloadsMar 20, 2025
19 downloadsMar 21, 2025
22 downloadsMar 22, 2025
6 downloadsMar 23, 2025
106 downloadsMar 24, 2025
65 downloadsMar 25, 2025
25 downloadsMar 26, 2025
12 downloadsMar 27, 2025
135 downloadsMar 28, 2025
3 downloadsMar 29, 2025
9 downloadsMar 30, 2025
26 downloadsMar 31, 2025
31 downloadsApr 1, 2025
44 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
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142

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Last 365 days

This package has been downloaded 14,351 times in the last 365 days. That's enough downloads to make it mildly famous in niche technical communities. A badge of honor! The day with the most downloads was Feb 12, 2025 with 225 downloads.

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Data provided by CRAN


Binaries


Dependencies

  • Imports19 packages
  • Suggests2 packages
  • Linking To1 package