Statistical Disclosure Control for Microdata

Statistical Disclosure Control for Microdata
Author :
Publisher : Springer
Total Pages : 299
Release :
ISBN-10 : 9783319502724
ISBN-13 : 3319502727
Rating : 4/5 (24 Downloads)

Book Synopsis Statistical Disclosure Control for Microdata by : Matthias Templ

Download or read book Statistical Disclosure Control for Microdata written by Matthias Templ and published by Springer. This book was released on 2017-05-05 with total page 299 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.


Statistical Disclosure Control for Microdata Related Books

Statistical Disclosure Control for Microdata
Language: en
Pages: 299
Authors: Matthias Templ
Categories: Social Science
Type: BOOK - Published: 2017-05-05 - Publisher: Springer

DOWNLOAD EBOOK

This book on statistical disclosure control presents the theory, applications and software implementation of the traditional approach to (micro)data anonymizati
Statistical Disclosure Control
Language: en
Pages: 308
Authors: Anco Hundepool
Categories: Mathematics
Type: BOOK - Published: 2012-07-05 - Publisher: John Wiley & Sons

DOWNLOAD EBOOK

A reference to answer all your statistical confidentiality questions. This handbook provides technical guidance on statistical disclosure control and on how to
Elements of Statistical Disclosure Control
Language: en
Pages: 273
Authors: Leon Willenborg
Categories: Business & Economics
Type: BOOK - Published: 2012-12-06 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

Statistical disclosure control is the discipline that deals with producing statistical data that are safe enough to be released to external researchers. This bo
Statistical Disclosure Control in Practice
Language: en
Pages: 164
Authors: Leon Willenborg
Categories: Mathematics
Type: BOOK - Published: 2012-12-06 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

The aim of this book is to discuss various aspects associated with disseminating personal or business data collected in censuses or surveys or copied from admin
Synthetic Datasets for Statistical Disclosure Control
Language: en
Pages: 148
Authors: Jörg Drechsler
Categories: Social Science
Type: BOOK - Published: 2011-06-24 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

The aim of this book is to give the reader a detailed introduction to the different approaches to generating multiply imputed synthetic datasets. It describes a