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Generation of Perturbation Tables for the Cell-Key Method
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.
- Version1.0.0
- R version≥ 3.6
- LicenseEUPL
- Needs compilation?No
- Languageen-US
- Last release03/01/2023
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Team
Tobias Enderle
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- Imports7 packages
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- Reverse Imports1 package