Statistical Disclosure Control for Microdata PDF
By:Matthias Templ
Published on 2017-05-05 by Springer
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.
This Book was ranked at 34 by Google Books for keyword medical computer applications anonymized.
Book ID of Statistical Disclosure Control for Microdata's Books is T_3MDgAAQBAJ, Book which was written byMatthias Templhave ETAG "XLuSTrUe0Lc"
Book which was published by Springer since 2017-05-05 have ISBNs, ISBN 13 Code is 9783319502724 and ISBN 10 Code is 3319502727
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Book which have "287 Pages" is Printed at BOOK under CategorySocial Science
Book was written in en
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