Statistical disclosure control for microdata : methods and applications in R

Templ, Matthias

doi:10.1007/978-3-319-50272-4

Publication type:	Book
Type of review:	Editorial review
Title:	Statistical disclosure control for microdata : methods and applications in R
Authors:	Templ, Matthias
DOI:	10.1007/978-3-319-50272-4
Extent:	287
Issue Date:	2017
Publisher / Ed. Institution:	Springer
ISBN:	978-3-319-50270-0 978-3-319-50272-4
Language:	English
Subject (DDC):	005: Computer programming, programs and data
Abstract:	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. Introducing readers to the R packages sdcMicro and simPop, the book also features numerous examples and exercises with solutions, as well as case studies with real-world data, accompanied by the underlying R code to allow readers to reproduce all results. The demand for and volume of data from surveys, registers or other sources containing sensible information on persons or enterprises have increased significantly over the last several years. At the same time, privacy protection principles and regulations have imposed restrictions on the access and use of individual data. Proper and secure microdata dissemination calls for the application of statistical disclosure control methods to the data before release. This book is intended for practitioners at statistical agencies and other national and international organizations that deal with confidential data. It will also be interesting for researchers working in statistical disclosure control and the health sciences.
URI:	https://digitalcollection.zhaw.ch/handle/11475/5688
Fulltext version:	Published version
License (according to publishing contract):	Licence according to publishing contract
Departement:	School of Engineering
Organisational Unit:	Institute of Data Analysis and Process Design (IDP)
Appears in collections:	Publikationen School of Engineering

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Templ, M. (2017). Statistical disclosure control for microdata : methods and applications in R. Springer. https://doi.org/10.1007/978-3-319-50272-4

Templ, M. (2017) Statistical disclosure control for microdata : methods and applications in R. Springer. Available at: https://doi.org/10.1007/978-3-319-50272-4.

M. Templ, Statistical disclosure control for microdata : methods and applications in R. Springer, 2017. doi: 10.1007/978-3-319-50272-4.

TEMPL, Matthias, 2017. Statistical disclosure control for microdata : methods and applications in R. Springer. ISBN 978-3-319-50270-0

Templ, Matthias. 2017. Statistical Disclosure Control for Microdata : Methods and Applications in R. Springer. https://doi.org/10.1007/978-3-319-50272-4.

Templ, Matthias. Statistical Disclosure Control for Microdata : Methods and Applications in R. Springer, 2017, https://doi.org/10.1007/978-3-319-50272-4.