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Statistical Disclosure Control for Microdata

Methods and Applications in R

Language EnglishEnglish
Book Hardback
Book Statistical Disclosure Control for Microdata Matthias Templ
Libristo code: 15359037
Publishers Springer International Publishing AG, May 2017
This book on statistical disclosure control presents the theory, applications and software implement... Full description
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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.

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About the book

Full name Statistical Disclosure Control for Microdata
Language English
Binding Book - Hardback
Date of issue 2017
Number of pages 287
EAN 9783319502700
ISBN 3319502700
Libristo code 15359037
Weight 902
Dimensions 241 x 161 x 25
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