Randomized Response And Indirect Questioning Techniques In Surveys

Author : Arijit Chaudhuri
Publisher : CRC Press
Page : 228 pages
File Size : 49,5 Mb
Release : 2016-04-19
Category : Mathematics
ISBN : 9781439836583

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Randomized Response and Indirect Questioning Techniques in Surveys by Arijit Chaudhuri Pdf

For surveys involving sensitive questions, randomized response techniques (RRTs) and other indirect questions are helpful in obtaining survey responses while maintaining the privacy of the respondents. Written by one of the leading experts in the world on RR, Randomized Response and Indirect Questioning Techniques in Surveys describes the current state of RR as well as emerging developments in the field. The author also explains how to extend RR to situations employing unequal probability sampling. While the theory of RR has grown phenomenally, the area has not kept pace in practice. Covering both theory and practice, the book first discusses replacing a direct response (DR) with an RR in a simple random sample with replacement (SRSWR). It then emphasizes how the application of RRTs in the estimation of attribute or quantitative features is valid for selecting respondents in a general manner. The author examines different ways to treat maximum likelihood estimation; covers optional RR devices, which provide alternatives to compulsory randomized response theory; and presents RR techniques that encompass quantitative variables, including those related to stigmatizing characteristics. He also gives his viewpoint on alternative RR techniques, including the item count technique, nominative technique, and three-card method.

Author : Arijit Chaudhuri,Tasos C. Christofides
Publisher : Springer Science & Business Media
Page : 177 pages
File Size : 51,8 Mb
Release : 2013-08-31
Category : Social Science
ISBN : 9783642362767

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Indirect Questioning in Sample Surveys by Arijit Chaudhuri,Tasos C. Christofides Pdf

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 : James Alan Fox
Publisher : SAGE Publications
Page : 145 pages
File Size : 48,8 Mb
Release : 2015-07-29
Category : Social Science
ISBN : 9781483381022

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Randomized Response and Related Methods by James Alan Fox Pdf

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 : Springer Nature
Page : 199 pages
File Size : 54,9 Mb
Release : 2024-06-10
Category : Electronic
ISBN : 9789819996698

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Randomized Response Techniques by Arijit Chaudhuri Pdf

Author : Anonim
Publisher : Elsevier
Page : 544 pages
File Size : 54,7 Mb
Release : 2016-04-20
Category : Mathematics
ISBN : 9780444635716

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Data Gathering, Analysis and Protection of Privacy through Randomized Response Techniques: Qualitative and Quantitative Human Traits by Anonim Pdf

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
Page : 93 pages
File Size : 40,9 Mb
Release : 2015-07-29
Category : Social Science
ISBN : 9781483381053

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Randomized Response and Related Methods by James Alan Fox Pdf

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 : Uwe Engel,Ben Jann,Peter Lynn,Annette Scherpenzeel,Patrick Sturgis
Publisher : Routledge
Page : 452 pages
File Size : 54,8 Mb
Release : 2014-09-18
Category : Psychology
ISBN : 9781317629719

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Improving Survey Methods by Uwe Engel,Ben Jann,Peter Lynn,Annette Scherpenzeel,Patrick Sturgis Pdf

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 : Jan Peter Hessling
Publisher : BoD – Books on Demand
Page : 160 pages
File Size : 41,8 Mb
Release : 2020-02-26
Category : Mathematics
ISBN : 9781789239973

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Statistical Methodologies by Jan Peter Hessling Pdf

Statistical practices have recently been questioned by numerous independent authors, to the extent that a significant fraction of accepted research findings can be questioned. This suggests that statistical methodologies may have gone too far into an engineering practice, with minimal concern for their foundation, interpretation, assumptions, and limitations, which may be jeopardized in the current context. Disguised by overwhelming data sets, advanced processing, and stunning presentations, the basic approach is often intractable to anyone but the analyst. The hierarchical nature of statistical inference, exemplified by Bayesian aggregation of prior and derived knowledge, may also be challenging. Conceptual simplified studies of the kind presented in this book could therefore provide valuable guidance when developing statistical methodologies, but also applying state of the art with greater confidence.

Author : Arijit Chaudhuri,Sanghamitra Pal
Publisher : Springer Nature
Page : 273 pages
File Size : 47,5 Mb
Release : 2022-05-08
Category : Mathematics
ISBN : 9789811914188

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A Comprehensive Textbook on Sample Surveys by Arijit Chaudhuri,Sanghamitra Pal Pdf

As a comprehensive textbook in survey sampling, this book discusses the inadequacies of classic, designed-based inferential procedures and provides alternative approaches in the form of model formulations, model-design-based procedures of analysis, inference and interpretation. The book focuses on a wide range of topics which included Bayesian and Empirical Bayesian approaches, complex procedures of stratification, clustering, sampling in multi stages and phases, linear and non-linear estimation of parameters, small area estimation by spatial and chronological modelling, network and adaptive sampling methods and more. The book includes detailed case studies and exercises, making it valuable for students of statistics, specifically survey sampling.

Author : Andreas Quatember
Publisher : Springer
Page : 145 pages
File Size : 42,6 Mb
Release : 2015-09-16
Category : Mathematics
ISBN : 9783319117850

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Pseudo-Populations by Andreas Quatember Pdf

This book emphasizes that artificial or pseudo-populations play an important role in statistical surveys from finite universes in two manners: firstly, the concept of pseudo-populations may substantially improve users’ understanding of various aspects in the sampling theory and survey methodology; an example of this scenario is the Horvitz-Thompson estimator. Secondly, statistical procedures exist in which pseudo-populations actually have to be generated. An example of such a scenario can be found in simulation studies in the field of survey sampling, where close-to-reality pseudo-populations are generated from known sample and population data to form the basis for the simulation process. The chapters focus on estimation methods, sampling techniques, nonresponse, questioning designs and statistical disclosure control. This book is a valuable reference in understanding the importance of the pseudo-population concept and applying it in teaching and research.

Author : James Alan Fox,Paul E. Tracy
Publisher : SAGE Publications, Incorporated
Page : 86 pages
File Size : 49,8 Mb
Release : 1986-04
Category : Social Science
ISBN : STANFORD:36105038386459

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Randomized Response by James Alan Fox,Paul E. Tracy Pdf

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 : Paul P. Biemer,Robert M. Groves,Lars E. Lyberg,Nancy A. Mathiowetz,Seymour Sudman
Publisher : John Wiley & Sons
Page : 802 pages
File Size : 47,9 Mb
Release : 2013-08-12
Category : Mathematics
ISBN : 0471692808

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Measurement Errors in Surveys by Paul P. Biemer,Robert M. Groves,Lars E. Lyberg,Nancy A. Mathiowetz,Seymour Sudman Pdf

WILEY-INTERSCIENCE PAPERBACK SERIES The Wiley-Interscience Paperback Series consists of selected books that have been made more accessible to consumers in an effort to increase global appeal and general circulation. With these new unabridged softcover volumes, Wiley hopes to extend the lives of these works by making them available to future generations of statisticians, mathematicians, and scientists. "This book will be an aid to survey statisticians and to research workers who must work with survey data." –Short Book Reviews, International Statistical Institute Measurement Errors in Surveys documents the current state of the field, reports new research findings, and promotes interdisciplinary exchanges in modeling, assessing, and reducing measurement errors in surveys. Providing a fundamental approach to measurement errors, the book features sections on the questionnaire, respondents and responses, interviewers and other means of data collection, the respondent-interviewer relationship, and the effects of measurement errors on estimation and data analysis.

Author : Fulvia Mecatti,Pier Luigi Conti,Maria Giovanna Ranalli
Publisher : Springer
Page : 233 pages
File Size : 51,6 Mb
Release : 2014-06-02
Category : Business & Economics
ISBN : 9783319053202

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Contributions to Sampling Statistics by Fulvia Mecatti,Pier Luigi Conti,Maria Giovanna Ranalli Pdf

This book contains a selection of the papers presented at the ITACOSM 2013 Conference, held in Milan in June 2013. It is intended as an international forum of scientific discussion on the developments of theory and application of survey sampling methodologies and applications in human and natural sciences. The book gathers research papers carefully selected from both invited and contributed sessions of the conference. The whole book appears to be a relevant contribution to various key aspects of sampling methodology and techniques; it deals with some hot topics in sampling theory, such as calibration, quantile-regression and multiple frame surveys and with innovative methodologies in important topics of both sampling theory and applications. Contributions cut across current sampling methodologies such as interval estimation for complex samples, randomized responses, bootstrap, weighting, modeling, imputation, small area estimation and effective use of auxiliary information; applications cover a wide and enlarging range of subjects in official household surveys, Bayesian networks, auditing, business and economic surveys, geostatistics and agricultural statistics. The book is an updated, high level reference survey addressed to researchers, professionals and practitioners in many fields.

Author : Arijit Chaudhuri
Publisher : CRC Press
Page : 189 pages
File Size : 44,8 Mb
Release : 2018-09-28
Category : Mathematics
ISBN : 9781351650724

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Survey Sampling by Arijit Chaudhuri Pdf

This venture aspires to be a mix of a textbook at the undergraduate and postgraduate levels and a monograph to catch the attention of researchers in theoretical and practical aspects of survey sampling at diverse levels demanding a comprehensive review of what useful materials have preceded, with an eye to what beacons to the depth of the imminent future.

Author : S P Mukherjee,Bikas K Sinha,Asis Kumar Chattopadhyay
Publisher : Springer
Page : 152 pages
File Size : 47,7 Mb
Release : 2018-10-05
Category : Social Science
ISBN : 9789811321467

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Statistical Methods in Social Science Research by S P Mukherjee,Bikas K Sinha,Asis Kumar Chattopadhyay Pdf

This book presents various recently developed and traditional statistical techniques, which are increasingly being applied in social science research. The social sciences cover diverse phenomena arising in society, the economy and the environment, some of which are too complex to allow concrete statements; some cannot be defined by direct observations or measurements; some are culture- (or region-) specific, while others are generic and common. Statistics, being a scientific method – as distinct from a ‘science’ related to any one type of phenomena – is used to make inductive inferences regarding various phenomena. The book addresses both qualitative and quantitative research (a combination of which is essential in social science research) and offers valuable supplementary reading at an advanced level for researchers.