Statistical Disclosure Control for Microdata

Methods and Applications in R

Автор: Matthias Templ

Език:

Корици: С твърди корици

Издател: Springer International Publishing AG

Наличност: Външен склад

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82.63 € 161.60 лв

This book on statistical disclosure control presents the theory, applications and software implement...

Информация за книгата

Автор

Matthias Templ

Език

Английски език

Корици

Книга - С твърди корици

Издадена

2017

страници

287

EAN

9783319502700

ISBN

3319502700

Enbook ID

15359037

Издател

Springer International Publishing AG

Теглоt

902

Размери

241 x 161 x 25

Пълно описание

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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Statistical Disclosure Control for Microdata

Methods and Applications in R

Информация за книгата

Пълно описание

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Клиенти, които купиха тази книга, купиха също