Author: United States. Federal Committee on Statistical Methodology. Subcommittee on Disclosure-Avoidance TechniquesPublisher:
ISBN:
Category : Government information
Languages : en
Pages : 84
Book Description
Report on Statistical Disclosure and Disclosure-avoidance Techniques
Author: United States. Federal Committee on Statistical Methodology. Subcommittee on Disclosure-Avoidance TechniquesPublisher:
ISBN:
Category : Government information
Languages : en
Pages : 84
Book Description
Report on Statistical Disclosure and Disclosure-avoidance Techniques
Author: United States. Office of Federal Statistical Policy and StandardsPublisher:
ISBN:
Category :
Languages : en
Pages : 50
Book Description
Report on Statistical Disclosure and Disclosure-avoidance Techniques
Author: Etats-Unis. Federal Committee on Statistical Methodology. Subcommittee on Disclosure-Avoidance TechniquesPublisher:
ISBN:
Category : Privacy, Right of
Languages : en
Pages : 69
Book Description
Report on Statistical Disclosure and Disclosure-avoidance Techniques
Author: Report on Statistical Disclosure and Disclosure-avoidance Techniques
Author: Statistical Policy Working Paper 2
Author: A Roadmap for Disclosure Avoidance in the Survey of Income and Program Participation
Author: National Academies Of Sciences EngineeriPublisher: National Academies Press
ISBN: 9780309707107
Category : Social Science
Languages : en
Pages : 0
Book Description
The Survey of Income and Program Participation (SIPP) is one of the U.S. Census Bureau's major surveys with features making it a uniquely valuable resource for researchers and policy analysts. However, the Census Bureau faces the challenge of protecting the confidentiality of survey respondents which has become increasingly difficult because numerous databases exist with personal identifying information that collectively contain data on household finances, home values, purchasing behavior, and other SIPP-relevant characteristics. A Roadmap for Disclosure Avoidance in the Survey of Income and Program Participation addresses these issues and how to make data from SIPP available to researchers and policymakers while protecting the confidentiality of survey respondents. The report considers factors such as evolving privacy risks, development of new methods for protecting privacy, the nature of the data collected through SIPP, the practice of linking SIPP data with administrative data, the types of data products produced, and the desire to provide timely access to SIPP data. The report seeks to balance minimizing the risk of disclosure against allowing researchers and policymakers to have timely access to data that support valid inferences.
Statistical Disclosure Control
Author: Anco HundepoolPublisher: John Wiley & Sons
ISBN: 1118348214
Category : Mathematics
Languages : en
Pages : 308
Book Description
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.
Confidentiality, Disclosure, and Data Access
Author: Pat DoylePublisher: Elsevier Science & Technology
ISBN:
Category : Business & Economics
Languages : en
Pages : 474
Book Description
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: