Statistical Disclosure Control for Microdata

Statistical Disclosure Control for Microdata

Methods and Applications in R

Auteur:
Matthias Templ
ISBN:
9783319502700
ISBN10:
3319502700
Uitgever:
Springer International Publishing Ag
Taal:
Engels
Bindwijze:
Hardcover
Publicatiedatum:
2017-05-12
Geillustreerd:
Nee

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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 da ta 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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Algemene informatie

Titel:
Statistical Disclosure Control for Microdata
ISBN:
9783319502700
ISBN-10:
3319502700
Auteur:
Matthias Templ

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