Statistical Confidentiality

Author : George T. Duncan,Mark Elliot,Gonzalez Juan Jose Salazar
Publisher : Springer Science & Business Media
Page : 205 pages
File Size : 54,8 Mb
Release : 2011-03-22
Category : Social Science
ISBN : 9781441978028

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Statistical Confidentiality by George T. Duncan,Mark Elliot,Gonzalez Juan Jose Salazar Pdf

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.

Author : Anco Hundepool,Josep Domingo-Ferrer,Luisa Franconi,Sarah Giessing,Eric Schulte Nordholt,Keith Spicer,Peter-Paul de Wolf
Publisher : John Wiley & Sons
Page : 308 pages
File Size : 46,5 Mb
Release : 2012-07-05
Category : Mathematics
ISBN : 9781118348215

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Statistical Disclosure Control by Anco Hundepool,Josep Domingo-Ferrer,Luisa Franconi,Sarah Giessing,Eric Schulte Nordholt,Keith Spicer,Peter-Paul de Wolf Pdf

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.

Author : Pat Doyle
Publisher : Elsevier Science & Technology
Page : 474 pages
File Size : 47,7 Mb
Release : 2001
Category : Business & Economics
ISBN : STANFORD:36105110284986

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Confidentiality, Disclosure, and Data Access by Pat Doyle Pdf

There is a fundamental tension at the heart of every statistical agency mission. Each is charged with collecting high quality data to inform the national policy and enable statistical research. This necessitates dissemination of both summary and micro data. Each is also charged with protecting the confidentiality of survey respondents. This often necessitates the blurring of the data to reduce the probability of the re-identification of individuals. The tradeoff dilemma, which could well be stated as protecting confidentiality (avoiding disclosure) but optimizing access, has become more complex as both technological advances and public perceptions have altered in an information age. Fortunately, statistical disclosure techniques have kept pace with these changes. This volume is intended to provide a review of new state of the art techniques that directly address these issues from both a theoretical and practical perspective. It provides a review of new research in the area of confidentiality and statistical disclosure techniques. A major section of the book provides an overview of new advances in the field of both economic and demographic data in measuring disclosure risk and information loss. It also presents new information on the different approaches taken by statistical agencies in disseminating data - ranging from licensing agreements , to secure access and provides a new survey of what statistical disclosure techniques are used by statistical agencies around the world. This is complimented by a series of chapters on public perceptions of statistical agency actions, including the results of a new survey on business perceptions. The book concludes with a chapter on the challenges of technology to data protection. National Statistical Agencies, statistical practitioners, thinktanks, research organisations and universities will find this a useful tool.

Author : Leon Willenborg,Ton de Waal
Publisher : Springer Science & Business Media
Page : 164 pages
File Size : 40,5 Mb
Release : 2012-12-06
Category : Mathematics
ISBN : 9781461240280

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Statistical Disclosure Control in Practice by Leon Willenborg,Ton de Waal Pdf

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.

Author : United States. National Criminal Justice Information and Statistics Service,Charles Knerr
Publisher : Unknown
Page : 160 pages
File Size : 55,5 Mb
Release : 1978
Category : Computers
ISBN : HARVARD:32044032188682

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Confidentiality of Research and Statistical Data by United States. National Criminal Justice Information and Statistics Service,Charles Knerr Pdf

Author : National Research Council,Division of Behavioral and Social Sciences and Education,Commission on Behavioral and Social Sciences and Education,Panel on Confidentiality and Data Access
Publisher : National Academies Press
Page : 289 pages
File Size : 44,6 Mb
Release : 1993-01-01
Category : Computers
ISBN : 9780309047432

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Private Lives and Public Policies by National Research Council,Division of Behavioral and Social Sciences and Education,Commission on Behavioral and Social Sciences and Education,Panel on Confidentiality and Data Access Pdf

Americans are increasingly concerned about the privacy of personal dataâ€"yet we demand more and more information for public decision making. This volume explores the seeming conflicts between privacy and data access, an issue of concern to federal statistical agencies collecting the data, research organizations using the data, and individuals providing the data. A panel of experts offers principles and specific recommendations for managing data and improving the balance between needed government use of data and the privacy of respondents. The volume examines factors such as the growth of computer technology, that are making confidentiality an increasingly critical problem. The volume explores how data collectors communicate with data providers, with a focus on informed consent to use data, and describes the legal and ethical obligations data users have toward individual subjects as well as toward the agencies providing the data. In the context of historical practices in the United States, Canada, and Sweden, statistical techniques for protecting individuals' identities are evaluated in detail. Legislative and regulatory restraints on access to data are examined, including a discussion about their effects on research. This volume will be an important and thought-provoking guide for policymakers and agencies working with statistics as well as researchers and concerned individuals.

Author : Conference of European Statisticians
Publisher : Unknown
Page : 114 pages
File Size : 54,8 Mb
Release : 2007
Category : Computers
ISBN : UOM:39015073591813

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Managing Statistical Confidentiality & Microdata Access by Conference of European Statisticians Pdf

These guidelines have been prepared a Task Force set up by the Conference of European Statisticians, with two main objectives.- The first is to foster greater uniformity of approach by countries to allow better access to microdata for the research community. The second is to produce guidelines and supporting case studies, which will help countries improve their arrangements for providing access to microdata.

Author : United States. Federal Committee on Statistical Methodology. Subcommittee on Disclosure-Avoidance Techniques
Publisher : Unknown
Page : 84 pages
File Size : 45,5 Mb
Release : 1978
Category : Government information
ISBN : MINN:31951D006696153

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Report on Statistical Disclosure and Disclosure-avoidance Techniques by United States. Federal Committee on Statistical Methodology. Subcommittee on Disclosure-Avoidance Techniques Pdf

Author : United States. Congress. House. Committee on Government Reform
Publisher : Unknown
Page : 24 pages
File Size : 40,9 Mb
Release : 2002
Category : Administrative agencies
ISBN : PURD:32754077267353

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Confidential Information Protection and Statistical Efficiency Act of 2002 by United States. Congress. House. Committee on Government Reform Pdf

Author : Walt R. Simmons
Publisher : Unknown
Page : 58 pages
File Size : 52,6 Mb
Release : 1980
Category : Law
ISBN : IND:32000009509458

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Issues Regarding Confidentiality of Data in the Cooperative Health Statistics System by Walt R. Simmons Pdf

Report on data protection and confidentiality issues concerning the CHSS health statistical service of the USA - outlines the environment that conditions privacy and access to information, discusses legislation regarding data bases and file linking, etc., and includes recommendations. Bibliography pp. 49 and 50.

Author : United States. Law Enforcement Assistance Administration
Publisher : Unknown
Page : 44 pages
File Size : 48,9 Mb
Release : 1978
Category : Confidential communications
ISBN : IND:30000068260474

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Confidentiality of Research and Statistical Data by United States. Law Enforcement Assistance Administration Pdf

Author : Panel on Confidentiality and Data Access,Commission on Behavioral and Social Sciences and Education,Division of Behavioral and Social Sciences and Education,National Research Council
Publisher : National Academies Press
Page : 261 pages
File Size : 55,7 Mb
Release : 1993-01-15
Category : Computers
ISBN : 0309086515

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Private Lives and Public Policies by Panel on Confidentiality and Data Access,Commission on Behavioral and Social Sciences and Education,Division of Behavioral and Social Sciences and Education,National Research Council Pdf

Americans are increasingly concerned about the privacy of personal data--yet we demand more and more information for public decision making. This volume explores the seeming conflicts between privacy and data access, an issue of concern to federal statistical agencies collecting the data, research organizations using the data, and individuals providing the data. A panel of experts offers principles and specific recommendations for managing data and improving the balance between needed government use of data and the privacy of respondents. The volume examines factors such as the growth of computer technology, that are making confidentiality an increasingly critical problem. The volume explores how data collectors communicate with data providers, with a focus on informed consent to use data, and describes the legal and ethical obligations data users have toward individual subjects as well as toward the agencies providing the data. In the context of historical practices in the United States, Canada, and Sweden, statistical techniques for protecting individuals' identities are evaluated in detail. Legislative and regulatory restraints on access to data are examined, including a discussion about their effects on research. This volume will be an important and thought-provoking guide for policymakers and agencies working with statistics as well as researchers and concerned individuals.

Author : Amanda L. Golbeck,Ingram Olkin,Yulia R. Gel
Publisher : CRC Press
Page : 305 pages
File Size : 54,5 Mb
Release : 2015-07-13
Category : Mathematics
ISBN : 9781040073872

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Leadership and Women in Statistics by Amanda L. Golbeck,Ingram Olkin,Yulia R. Gel Pdf

Learn How to Infuse Leadership into Your Passion for Scientific Research Leadership and Women in Statistics explores the role of statisticians as leaders, with particular attention to women statisticians as leaders. By paying special attention to women's issues, this book provides a clear vision for the future of women as leaders in scientific and

Author : National Academies of Sciences, Engineering, and Medicine,Division of Behavioral and Social Sciences and Education,Committee on National Statistics,Panel on Improving Federal Statistics for Policy and Social Science Research Using Multiple Data Sources and State-of-the-Art Estimation Methods
Publisher : National Academies Press
Page : 195 pages
File Size : 48,7 Mb
Release : 2018-01-27
Category : Social Science
ISBN : 9780309465373

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Federal Statistics, Multiple Data Sources, and Privacy Protection by National Academies of Sciences, Engineering, and Medicine,Division of Behavioral and Social Sciences and Education,Committee on National Statistics,Panel on Improving Federal Statistics for Policy and Social Science Research Using Multiple Data Sources and State-of-the-Art Estimation Methods Pdf

The environment for obtaining information and providing statistical data for policy makers and the public has changed significantly in the past decade, raising questions about the fundamental survey paradigm that underlies federal statistics. New data sources provide opportunities to develop a new paradigm that can improve timeliness, geographic or subpopulation detail, and statistical efficiency. It also has the potential to reduce the costs of producing federal statistics. The panel's first report described federal statistical agencies' current paradigm, which relies heavily on sample surveys for producing national statistics, and challenges agencies are facing; the legal frameworks and mechanisms for protecting the privacy and confidentiality of statistical data and for providing researchers access to data, and challenges to those frameworks and mechanisms; and statistical agencies access to alternative sources of data. The panel recommended a new approach for federal statistical programs that would combine diverse data sources from government and private sector sources and the creation of a new entity that would provide the foundational elements needed for this new approach, including legal authority to access data and protect privacy. This second of the panel's two reports builds on the analysis, conclusions, and recommendations in the first one. This report assesses alternative methods for implementing a new approach that would combine diverse data sources from government and private sector sources, including describing statistical models for combining data from multiple sources; examining statistical and computer science approaches that foster privacy protections; evaluating frameworks for assessing the quality and utility of alternative data sources; and various models for implementing the recommended new entity. Together, the two reports offer ideas and recommendations to help federal statistical agencies examine and evaluate data from alternative sources and then combine them as appropriate to provide the country with more timely, actionable, and useful information for policy makers, businesses, and individuals.

Author : Anonim
Publisher : Unknown
Page : 434 pages
File Size : 42,6 Mb
Release : 2006
Category : Data protection
ISBN : MINN:31951P01039024U

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Monographs of Official Statistics by Anonim Pdf

This publication contains the proceedings of the work session, jointly organized by Eurostat and UN Economic Commission for Europe, on statistical data confidentiality held in Geneva, 9-11 November 2005. Different aspects of statistical confidentiality are covered, namely: web/on-line remote access, statistical disclosure risks, disclosure control methods and software, access to microdata, general statistical confidentiality issues. Papers submitted for the work session constitute a very important contribution to the development of applied procedures in the domain of statistical confidentiality.