Statistical Disclosure Control for Microdata

Statistical Disclosure Control for Microdata

Methods and Applications in R

Templ, Matthias

Springer International Publishing AG

05/2017

287

Dura

Inglês

9783319502700

15 a 20 dias


Versão ebook 59,99 €

This book on statistical disclosure control presents the theory, applications and software implementation of the traditional approach to (micro)data anonymization, including data perturbation methods, disclosure risk, data utility, information loss and methods for simulating synthetic data.
Preface.- Software.- Basic Concepts.- Disclosure Risk.- Methods for Data Perturbation.- Data Utility and Information Loss.- Synthetic Data.- Practical Guidelines.- Case Studies.- Solutions.- Index.
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