r-ptable 1.0.0
Propagated dependencies: r-rmarkdown@2.29 r-rlang@1.1.4 r-rcolorbrewer@1.1-3 r-nloptr@2.1.1 r-ggplot2@3.5.1 r-flexdashboard@0.6.2 r-data-table@1.16.2
Channel: guix-cran
Home page: https://github.com/sdcTools/ptable
Licenses: FSDG-compatible
Synopsis: Generation of Perturbation Tables for the Cell-Key Method
Description:
Tabular data from statistical institutes and agencies are mostly confidential and must be protected prior to publications. The cell-key method is a post-tabular Statistical Disclosure Control perturbation technique that adds random noise to tabular data. The statistical properties of the perturbations are defined by some noise probability distributions - also referred to as perturbation tables. This tool can be used to create the perturbation tables based on a maximum entropy approach as described for example in Giessing (2016) <doi:10.1007/978-3-319-45381-1_18>. The perturbation tables created can finally be used to apply a cell-key method to frequency count or magnitude tables.
Total results: 1