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2008 Peer-reviewed

Statistical Disclosure Control for Microdata Using the R-Package sdcMicro

Matthias Templ — Transactions on Data Privacy, 1

Abstract

This article is the original journal description of the sdcMicro R package, presenting its early capabilities for statistical disclosure control of microdata. It covers methods for estimating re-identification risk and for anonymising data through recoding, local suppression, and perturbation, all implemented as open, reproducible R code. Appearing in the first volume of Transactions on Data Privacy, it established sdcMicro as a freely available alternative to closed, proprietary SDC tools. The package described here has since grown into one of the most widely used toolsets for microdata anonymisation.

statistical disclosure control sdcMicro microdata R