Name: Statistical Disclosure Control for Microdata: Methods and Applications in r (en Inglés)
Price: 120.65 EUR
Availability: InStock
Author: Matthias Templ
ISBN: 9783319502700

portada Statistical Disclosure Control for Microdata: Methods and Applications in r (en Inglés)

Formato

Libro Físico

Editorial

Springer

Autor

Matthias Templ

Año

2017

Idioma

Inglés

N° páginas

287

Encuadernación

Tapa Dura

ISBN13

9783319502700

N° edición

Categorías

Software de matemáticas y estadísticas

Statistical Disclosure Control for Microdata: Methods and Applications in r (en Inglés)

Matthias Templ (Autor) · Springer · Tapa Dura

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120,65 €

127,00 €

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Origen: Estados Unidos (Costos de importación incluídos en el precio)

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Reseña del libro "Statistical Disclosure Control for Microdata: Methods and Applications in r (en Inglés)"

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.