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Author : Wayne W. Daniel
Publisher :
ISBN 13 :
Total Pages : 286 pages
Book Rating : 4.3/5 (91 download)
Download or read book Collecting Sensitive Data by Randomized Response written by Wayne W. Daniel and published by . This book was released on 1993 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : James Alan Fox
Publisher : SAGE Publications
ISBN 13 : 1483381056
Total Pages : 93 pages
Book Rating : 4.4/5 (833 download)
Download or read book Randomized Response and Related Methods written by James Alan Fox and published by SAGE Publications. This book was released on 2015-07-29 with total page 93 pages. Available in PDF, EPUB and Kindle. Book excerpt: Randomized response is a data collection strategy specifically designed for surveys of a sensitive nature. By establishing a probabilistic connection between question and answer, randomized response and related methods protect respondents who are asked to disclose personal information. Covering a half century of theoretical and applied research, the Second Edition significantly updates and expands what was, at the time, the first comprehensive and practical guide to randomized response.
Author : Guo-Liang Tian
Publisher : CRC Press
ISBN 13 : 143985534X
Total Pages : 316 pages
Book Rating : 4.4/5 (398 download)
Download or read book Incomplete Categorical Data Design written by Guo-Liang Tian and published by CRC Press. This book was released on 2016-04-19 with total page 316 pages. Available in PDF, EPUB and Kindle. Book excerpt: Respondents to survey questions involving sensitive information, such as sexual behavior, illegal drug usage, tax evasion, and income, may refuse to answer the questions or provide untruthful answers to protect their privacy. This creates a challenge in drawing valid inferences from potentially inaccurate data. Addressing this difficulty, non-rando
Author : James Alan Fox
Publisher : SAGE Publications, Incorporated
ISBN 13 :
Total Pages : 86 pages
Book Rating : 4.F/5 ( download)
Download or read book Randomized Response written by James Alan Fox and published by SAGE Publications, Incorporated. This book was released on 1986-04 with total page 86 pages. Available in PDF, EPUB and Kindle. Book excerpt: Randomized Response describes an innovative survey technique designed to overcome the difficulties associated with sensitive or embarrassing questions. It shows how the randomized response method can protect survey respondents and minimize bias. It also shows how the technique can estimate parameters of both qualitative and quantitative measures, test subgroup differences, and perform bivariate and multivariate analyses.
Author : Michael Lewis-Beck
Publisher : SAGE
ISBN 13 : 9780761923633
Total Pages : 460 pages
Book Rating : 4.9/5 (236 download)
Download or read book The SAGE Encyclopedia of Social Science Research Methods written by Michael Lewis-Beck and published by SAGE. This book was released on 2004 with total page 460 pages. Available in PDF, EPUB and Kindle. Book excerpt: Featuring over 900 entries, this resource covers all disciplines within the social sciences with both concise definitions & in-depth essays.
Author :
Publisher : Elsevier
ISBN 13 : 0444635718
Total Pages : 544 pages
Book Rating : 4.4/5 (446 download)
Download or read book Data Gathering, Analysis and Protection of Privacy through Randomized Response Techniques: Qualitative and Quantitative Human Traits written by and published by Elsevier. This book was released on 2016-04-20 with total page 544 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data Gathering, Analysis and Protection of Privacy through Randomized Response Techniques: Qualitative and Quantitative Human Traits tackles how to gather and analyze data relating to stigmatizing human traits. S.L. Warner invented RRT and published it in JASA, 1965. In the 50 years since, the subject has grown tremendously, with continued growth. This book comprehensively consolidates the literature to commemorate the inception of RR. Brings together all relevant aspects of randomized response and indirect questioning Tackles how to gather and analyze data relating to stigmatizing human traits Gives an encyclopedic coverage of the topic Covers recent developments and extrapolates to future trends
Author : James Alan Fox
Publisher : SAGE Publications
ISBN 13 : 1483381021
Total Pages : 145 pages
Book Rating : 4.4/5 (833 download)
Download or read book Randomized Response and Related Methods written by James Alan Fox and published by SAGE Publications. This book was released on 2015-07-29 with total page 145 pages. Available in PDF, EPUB and Kindle. Book excerpt: Randomized response is a data collection strategy specifically designed for surveys of a sensitive nature. By establishing a probabilistic connection between question and answer, randomized response and related methods protect respondents who are asked to disclose personal information. Covering a half century of theoretical and applied research, the Second Edition of James Alan Fox’s Randomized Response and Related Methods significantly updates and expands what was, at the time, the first comprehensive and practical guide to randomized response.
Author : Arijit Chaudhuri
Publisher : Routledge
ISBN 13 : 1351419838
Total Pages : 190 pages
Book Rating : 4.3/5 (514 download)
Download or read book Randomized Response written by Arijit Chaudhuri and published by Routledge. This book was released on 2020-10-28 with total page 190 pages. Available in PDF, EPUB and Kindle. Book excerpt: Offering a concise account of the most appropriate and efficient procedures for analyzing data from queries dealing with sensitive and confidential issues- including the first book-length treatment of infinite and finite population set-ups - this volume begins with the simplest problems, complete with their properties and solutions, and proceeds to incrementally more difficult topics. Randomized Response is mandatory reading for statisticians and biostatisticians, market researchers, operations researchers, pollsters, sociologists, political scientists, economists and advanced undergraduate and graduate students in these areas.
Author : Guo-Liang Tian
Publisher : Chapman & Hall/CRC
ISBN 13 : 9780367379629
Total Pages : 0 pages
Book Rating : 4.3/5 (796 download)
Download or read book Incomplete Categorical Data Design written by Guo-Liang Tian and published by Chapman & Hall/CRC. This book was released on 2019-09-27 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: A self-contained, systematic introduction, this book shows you how to draw valid statistical inferences from survey data with sensitive characteristics. It guides you in applying the non-randomized response approach in surveys and new non-randomized response designs. The techniques covered integrate the strengths of existing approaches, including randomized response models, incomplete categorical data design, the EM algorithm, the bootstrap method, and the data augmentation algorithm. All R codes for the examples are available online.
Author : Joaquin Garcia-Alfaro
Publisher : Springer Nature
ISBN 13 : 3031257340
Total Pages : 333 pages
Book Rating : 4.0/5 (312 download)
Download or read book Data Privacy Management, Cryptocurrencies and Blockchain Technology written by Joaquin Garcia-Alfaro and published by Springer Nature. This book was released on 2023-02-23 with total page 333 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings and revised selected papers from the ESORICS 2022 International Workshops on Data Privacy Management, Cryptocurrencies and Blockchain Technology, DPM 2022 and CBT 2022, which took place in Copenhagen, Denmark, during September 26–30, 2022. For DPM 2022, 10 full papers out of 21 submissions have been accepted for inclusion in this book. They were organized in topical sections as follows: differential privacy and data analysis; regulation, artificial intelligence, and formal verification; and leakage quantification and applications. The CBT 2022 workshop accepted 7 full papers and 3 short papers from 18 submissions. The papers were organized in the following topical sections: Bitcoin, lightning network and scalability; and anonymity, fault tolerance and governance; and short papers.
Author : Cynthia Dwork
Publisher :
ISBN 13 : 9781601988188
Total Pages : 286 pages
Book Rating : 4.9/5 (881 download)
Download or read book The Algorithmic Foundations of Differential Privacy written by Cynthia Dwork and published by . This book was released on 2014 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt: The problem of privacy-preserving data analysis has a long history spanning multiple disciplines. As electronic data about individuals becomes increasingly detailed, and as technology enables ever more powerful collection and curation of these data, the need increases for a robust, meaningful, and mathematically rigorous definition of privacy, together with a computationally rich class of algorithms that satisfy this definition. Differential Privacy is such a definition. The Algorithmic Foundations of Differential Privacy starts out by motivating and discussing the meaning of differential privacy, and proceeds to explore the fundamental techniques for achieving differential privacy, and the application of these techniques in creative combinations, using the query-release problem as an ongoing example. A key point is that, by rethinking the computational goal, one can often obtain far better results than would be achieved by methodically replacing each step of a non-private computation with a differentially private implementation. Despite some powerful computational results, there are still fundamental limitations. Virtually all the algorithms discussed herein maintain differential privacy against adversaries of arbitrary computational power -- certain algorithms are computationally intensive, others are efficient. Computational complexity for the adversary and the algorithm are both discussed. The monograph then turns from fundamentals to applications other than query-release, discussing differentially private methods for mechanism design and machine learning. The vast majority of the literature on differentially private algorithms considers a single, static, database that is subject to many analyses. Differential privacy in other models, including distributed databases and computations on data streams, is discussed. The Algorithmic Foundations of Differential Privacy is meant as a thorough introduction to the problems and techniques of differential privacy, and is an invaluable reference for anyone with an interest in the topic.
Author : Dr. Carolyn F. Waltz, PhD, RN, FAAN
Publisher : Springer Publishing Company
ISBN 13 : 9780826105080
Total Pages : 504 pages
Book Rating : 4.1/5 (5 download)
Download or read book Measurement in Nursing and Health Research written by Dr. Carolyn F. Waltz, PhD, RN, FAAN and published by Springer Publishing Company. This book was released on 2010-04-17 with total page 504 pages. Available in PDF, EPUB and Kindle. Book excerpt: Designated a Doody's Core Title! "This is a valuable resource for readers seeking basic to advanced information on measurement. It should be on the bookshelf of all researchers, and a requirement for graduate nursing students."Score: 100, 5 stars--Doody's Medical Reviews "...this book is a wonderful shelf reference for nurse researcher mentors and investigators who may need to explore content or use content to design, test, select, and evaluate instruments and methods used in measuring nurse concepts and outcomes."--Clinical Nurse Specialist This fourth edition presents everything nurses and health researchers need to know about designing, testing, selecting, and evaluating instruments and methods for measuring in nursing. Thoroughly updated, this fourth edition now contains only the latest, most cutting-edge measurement instruments that have direct applicability for nurses and health researchers in a variety of roles, including students, clinicians, educators, researchers, administrators, and consultants. Using clear and accessible language, the authors explain in detail, and illustrate by example, how to conduct sound measurement practices that have been adequately tested for reliability and validity. This edition is enriched with topics on the leading edge of nursing and health care research, such as measurement in the digital world, biomedical instrumentation, new clinical data collection methods, and methods for measuring quality of care. Key features: Provides new and emerging strategies for testing the validity of specific measures Discusses computer-based testing: the use of Internet research and data collection Investigates methods for measuring physiological variables using biomedical instrumentation Includes information on measurement practices in clinical research, focusing on clinical data collection methods, such as clinimetrics Identifies the challenges of measuring quality of care and how to address them
Author : Uwe Engel
Publisher : Routledge
ISBN 13 : 131762971X
Total Pages : 452 pages
Book Rating : 4.3/5 (176 download)
Download or read book Improving Survey Methods written by Uwe Engel and published by Routledge. This book was released on 2014-09-18 with total page 452 pages. Available in PDF, EPUB and Kindle. Book excerpt: This state-of-the-art volume provides insight into the recent developments in survey research. It covers topics like: survey modes and response effects, bio indicators and paradata, interviewer and survey error, mixed-mode panels, sensitive questions, conducting web surveys and access panels, coping with non-response, and handling missing data. The authors are leading scientists in the field, and discuss the latest methods and challenges with respect to these topics. Each of the book’s eight parts starts with a brief chapter that provides an historical context along with an overview of today’s most critical survey methods. Chapters in the sections focus on research applications in practice and discuss results from field studies. As such, the book will help researchers design surveys according to today’s best practices. The book’s website www.survey-methodology.de provides additional information, statistical analyses, tables and figures. An indispensable reference for practicing researchers and methodologists or any professional who uses surveys in their work, this book also serves as a supplement for graduate or upper level-undergraduate courses on survey methods taught in psychology, sociology, education, economics, and business. Although the book focuses on European findings, all of the research is discussed with reference to the entire survey-methodology area, including the US. As such, the insights in this book will apply to surveys conducted around the world.
Author : Graham R. Walden
Publisher : Bloomsbury Publishing USA
ISBN 13 : 0313077371
Total Pages : 454 pages
Book Rating : 4.3/5 (13 download)
Download or read book Survey Research Methodology, 1990-1999 written by Graham R. Walden and published by Bloomsbury Publishing USA. This book was released on 2002-09-30 with total page 454 pages. Available in PDF, EPUB and Kindle. Book excerpt: Survey research is one of the most widely used research methodologies across the social and behavioral sciences. Two trends that have had a major impact on the development of survey methods over the last decade are (1) the application of techniques and theories from cognitive psychology to the understanding and reduction of survey measurement error, and (2) the application of new computer and telephony technologies to data collection and analysis. These trends and other emerging issues from the 1990's literature on survey research methods are captured here in 617 detailed annotations to monographs, journals, government documents, dissertations, and ERIC documents. Annotations include examples from business, criminology, education, health and medicine, law, library science, mass media, military science, political science, psychology, sociology, social work, religion, and women's studies. The bibliographic entries provide every useful element, including series names, complete subtitles, and overall text page numbers as well as chapter page numbers. The extensive annotations are more complete, and more detailed than is typical for annotated bibliographies. The descriptions include highlights of the study data and sufficient detail to enable the reader to make an informed choice as to whether to seek the full text. Appendices include journals cited and the major survey research organizations. The annotations are easily accessed through author and subject indexes.
Author : Arijit Chaudhuri
Publisher : Springer Science & Business Media
ISBN 13 : 3642362761
Total Pages : 186 pages
Book Rating : 4.6/5 (423 download)
Download or read book Indirect Questioning in Sample Surveys written by Arijit Chaudhuri and published by Springer Science & Business Media. This book was released on 2013-08-31 with total page 186 pages. Available in PDF, EPUB and Kindle. Book excerpt: Indirect questioning is a crucial topic in surveys of human populations. When the issue is about a stigmatizing characteristic (for example about illegal drug use), standard survey methodologies are destined to fail because, as expected, people are not willing to reveal incriminating information or information violating their privacy. Indirect questioning techniques have been devised so that the privacy of participants in a sample survey is protected and at the same time good estimates of certain parameters (e.g. the percentage of people in a certain community who use illegal drugs) can be delivered. The topic is modern and still under development. Indirect Questioning in Sample Surveys represents a collection of the most important and recent techniques of indirect questioning, including various versions of randomized response, the item count technique, the nominative technique, the three-card method, non-randomized response models and negative surveys, while also exploring the key aspect of protecting privacy.
Author : Barry C. Arnold
Publisher : Springer Nature
ISBN 13 : 3030836703
Total Pages : 447 pages
Book Rating : 4.0/5 (38 download)
Download or read book Methodology and Applications of Statistics written by Barry C. Arnold and published by Springer Nature. This book was released on 2022-01-04 with total page 447 pages. Available in PDF, EPUB and Kindle. Book excerpt: Dedicated to one of the most outstanding researchers in the field of statistics, this volume in honor of C.R. Rao, on the occasion of his 100th birthday, provides a bird’s-eye view of a broad spectrum of research topics, paralleling C.R. Rao’s wide-ranging research interests. The book’s contributors comprise a representative sample of the countless number of researchers whose careers have been influenced by C.R. Rao, through his work or his personal aid and advice. As such, written by experts from more than 15 countries, the book’s original and review contributions address topics including statistical inference, distribution theory, estimation theory, multivariate analysis, hypothesis testing, statistical modeling, design and sampling, shape and circular analysis, and applications. The book will appeal to statistics researchers, theoretical and applied alike, and PhD students. Happy Birthday, C.R. Rao!
Author : National Academies of Sciences, Engineering, and Medicine
Publisher : National Academies Press
ISBN 13 : 030945428X
Total Pages : 151 pages
Book Rating : 4.3/5 (94 download)
Download or read book Innovations in Federal Statistics written by National Academies of Sciences, Engineering, and Medicine and published by National Academies Press. This book was released on 2017-04-21 with total page 151 pages. Available in PDF, EPUB and Kindle. Book excerpt: Federal government statistics provide critical information to the country and serve a key role in a democracy. For decades, sample surveys with instruments carefully designed for particular data needs have been one of the primary methods for collecting data for federal statistics. However, the costs of conducting such surveys have been increasing while response rates have been declining, and many surveys are not able to fulfill growing demands for more timely information and for more detailed information at state and local levels. Innovations in Federal Statistics examines the opportunities and risks of using government administrative and private sector data sources to foster a paradigm shift in federal statistical programs that would combine diverse data sources in a secure manner to enhance federal statistics. This first publication of a two-part series discusses the challenges faced by the federal statistical system and the foundational elements needed for a new paradigm.
