Statistical Disclosure Control in Practice - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Statistical Disclosure Control in Practice write by Leon Willenborg. This book was released on 2014-09-01. Statistical Disclosure Control in Practice available in PDF, EPUB and Kindle.
Statistical Disclosure Control in Practice
Statistical Disclosure Control in Practice - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Statistical Disclosure Control in Practice write by Leon Willenborg. This book was released on 2012-12-06. Statistical Disclosure Control in Practice available in PDF, EPUB and Kindle. 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 administrative sources. The problem is to present the data in such a form that they are useful for statistical research and to provide sufficient protection for the individuals or businesses to whom the data refer. The major part of this book is concerned with how to define the disclosure problem and how to deal with it in practical circumstances.
Statistical Disclosure Control for Microdata
Statistical Disclosure Control for Microdata - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Statistical Disclosure Control for Microdata write by Matthias Templ. This book was released on 2017-05-05. Statistical Disclosure Control for Microdata available in PDF, EPUB and Kindle. 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 Confidentiality
Statistical Confidentiality - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Statistical Confidentiality write by George T. Duncan. This book was released on 2011-03-22. Statistical Confidentiality available in PDF, EPUB and Kindle. Because statistical confidentiality embraces the responsibility for both protecting data and ensuring its beneficial use for statistical purposes, those working with personal and proprietary data can benefit from the principles and practices this book presents. Researchers can understand why an agency holding statistical data does not respond well to the demand, “Just give me the data; I’m only going to do good things with it.” Statisticians can incorporate the requirements of statistical confidentiality into their methodologies for data collection and analysis. Data stewards, caught between those eager for data and those who worry about confidentiality, can use the tools of statistical confidentiality toward satisfying both groups. The eight chapters lay out the dilemma of data stewardship organizations (such as statistical agencies) in resolving the tension between protecting data from snoopers while providing data to legitimate users, explain disclosure risk and explore the types of attack that a data snooper might mount, present the methods of disclosure risk assessment, give techniques for statistical disclosure limitation of both tabular data and microdata, identify measures of the impact of disclosure limitation on data utility, provide restricted access methods as administrative procedures for disclosure control, and finally explore the future of statistical confidentiality.
Statistical Disclosure Control
Statistical Disclosure Control - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Statistical Disclosure Control write by Anco Hundepool. This book was released on 2012-07-05. Statistical Disclosure Control available in PDF, EPUB and Kindle. A reference to answer all your statistical confidentiality questions. This handbook provides technical guidance on statistical disclosure control and on how to approach the problem of balancing the need to provide users with statistical outputs and the need to protect the confidentiality of respondents. Statistical disclosure control is combined with other tools such as administrative, legal and IT in order to define a proper data dissemination strategy based on a risk management approach. The key concepts of statistical disclosure control are presented, along with the methodology and software that can be used to apply various methods of statistical disclosure control. Numerous examples and guidelines are also featured to illustrate the topics covered. Statistical Disclosure Control: Presents a combination of both theoretical and practical solutions Introduces all the key concepts and definitions involved with statistical disclosure control. Provides a high level overview of how to approach problems associated with confidentiality. Provides a broad-ranging review of the methods available to control disclosure. Explains the subtleties of group disclosure control. Features examples throughout the book along with case studies demonstrating how particular methods are used. Discusses microdata, magnitude and frequency tabular data, and remote access issues. Written by experts within leading National Statistical Institutes. Official statisticians, academics and market researchers who need to be informed and make decisions on disclosure limitation will benefit from this book.
