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Indirect questioning in sample surveys / / by Arijit Chaudhuri, Tasos C. Christofides
Indirect questioning in sample surveys / / by Arijit Chaudhuri, Tasos C. Christofides
Autore Chaudhuri Arijit
Edizione [1st ed. 2013.]
Pubbl/distr/stampa Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2013
Descrizione fisica 1 online resource (186 p.)
Disciplina 001.433
Soggetto topico Statistics 
Social sciences
Mathematics
Statistics for Social Sciences, Humanities, Law
Statistics for Life Sciences, Medicine, Health Sciences
Statistical Theory and Methods
Methodology of the Social Sciences
Mathematics in the Humanities and Social Sciences
ISBN 3-642-36276-1
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Preface -- A Plea for Indirect Questioning: Stigmatizing Issues of Social Relevance -- Specification of Qualitative and Quantitative Parameters Demanding Estimation -- Various Indirect Questioning Techniques -- Randomized Response Techniques to Capture Qualitative Features -- Quantitative Issues Bearing Stigma: Parameter Estimation -- Indirect Techniques as Alternatives to Randomized Response -- Protection of Privacy -- Index.
Record Nr. UNINA-9910734098603321
Chaudhuri Arijit  
Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2013
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Randomized Response Techniques : Certain Thought-Provoking Aspects
Randomized Response Techniques : Certain Thought-Provoking Aspects
Autore Chaudhuri Arijit
Edizione [1st ed.]
Pubbl/distr/stampa Singapore : , : Springer Singapore Pte. Limited, , 2024
Descrizione fisica 1 online resource (199 pages)
Disciplina 001.433
Altri autori (Persone) PalSanghamitra
PatraDipika
ISBN 981-9996-69-4
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Intro -- Preface -- References -- Acknowledgements -- Contents -- About the Authors -- 1 Genesis, Background and the Need for Randomized Response Techniques (RRT) -- 1.1 Introduction -- 1.2 Warner's (1965) Device -- 1.3 Unrelated Response Model -- References -- 2 Reviews of Background Material on RRT -- 2.1 Introduction -- 2.2 Motivation -- 2.3 Qualitative and Quantitative Characteristics -- 2.4 Parameters to Estimate -- 2.5 Devices to Generate RR Data -- 2.6 Sample-Selection Procedures-Equal and Varying Probabilities -- 2.7 Estimation Procedures -- 2.7.1 Hansen-Hurwitz (1943) Estimator -- 2.7.2 Rao et al. (1962) Estimator -- 2.7.3 Des Raj (1956) Estimator from a PPSWOR Sample -- 2.7.4 Murthy's (1957) Estimator -- 2.7.5 Horvitz-Thompson (1952) Estimator -- References -- 3 How to Use Randomized Response Survey Data Obtained by a Specific Procedure to Judge Its Efficiency Relative to a Possible Rival -- 3.1 Introduction -- 3.2 Estimators Under RRT Sampling Procedures -- 3.2.1 PPSWR Sampling with Hansen-Hurwitz Estimator Versus SRSWR with Expansion Estimator -- 3.2.2 PPSWOR Sampling with Des Raj Estimator Versus SRSWOR with Expansion Estimator -- 3.2.3 RHC Sampling and Estimation Versus SRSWOR Expansion Estimator -- 3.2.4 Lahiri-Midzuno-Sen (LMS) Horvitz-Thompson Estimator Versus SRSWOR Expansion Estimator -- 3.2.5 Lahiri-Midzuno-Sen (LMS) Ratio Estimator Versus SRSWOR Expansion Estimator -- 3.3 Numerical Computations and Simulation -- 3.4 Conclusion -- References -- 4 Fixing the Size of a Varying Probability Sample in a Direct and a Randomized Response Survey -- 4.1 Introduction -- 4.2 A Few Illustrative RR Devices -- 4.2.1 Warner's RR Device -- 4.2.2 URL RRT -- 4.2.3 Kuk's RRT -- 4.2.4 Forced Response RRT -- 4.2.5 Device I -- 4.2.6 Eriksson's RRT -- 4.3 A Few Illustrative Varying Probability Sampling Schemes.
4.3.1 Probability Proportional to Size with Replacement (PPSWR) Sampling -- 4.3.2 Inclusion Probability Proportional to Size (IPPS) Sampling -- 4.3.3 Rao, Hartley and Cochran (RHC) Sampling -- 4.4 Sample-Sizes: DR, RR Surveys -- 4.4.1 Sample-Size in Direct Surveys with SRSWR and SRSWOR -- 4.4.2 Sample-Size in RR Surveys with SRSWR and SRSWOR -- 4.4.3 Sample-Size in DR Surveys with Varying Probability Sampling -- 4.4.4 Sample-Size in RR Surveys with Varying Probability Sampling -- 4.5 Recommendation and Conclusion -- References -- 5 Likelihood Approach and Its Ramifications -- 5.1 Introduction -- 5.2 Maximum Likelihood Estimation (MLE) -- 5.2.1 MLE in Warner's Model -- 5.2.2 Revised MLE -- 5.2.3 MLE in RR Surveys with Varying Probability Sampling: Chaudhuri's Approach -- 5.3 Bayes Estimation -- 5.3.1 Bayes Linear Estimators for RR Models -- 5.3.2 Warner's RR Model: A Bayesian Approach -- 5.4 Empirical Bayes (EB) Estimation -- 5.4.1 EB Estimation for Qualitative Data -- 5.4.2 EB Estimation for Quantitative Data -- References -- 6 Optional Randomized Response Technique (ORRT) -- 6.1 Introduction -- 6.2 Different Approaches-Equal and Varying Probabilities -- 6.2.1 Chaudhuri and Mukerjee (1985) -- 6.2.2 Chaudhuri and Mukerjee (1988) -- 6.2.3 Gupta et al. (2002) -- 6.2.4 Arnab (2004) -- 6.2.5 Chaudhuri and Saha (2005) -- 6.2.6 Pal (2008) -- 6.2.7 Chaudhuri and Dihidar (2009) -- 6.3 Qualitative Characteristics -- 6.3.1 ORRT Using Warner's RRT -- 6.3.2 ORRT Using Greenberg et al.'s RRT -- 6.3.3 ORRT Using Boruch's RRT -- 6.3.4 ORRT Using Kuk's RRT -- 6.4 Quantitative Characteristics -- 6.4.1 ORR Using Eichhorn and Hayre's RR Device -- 6.4.2 ORR Using Chaudhuri's RR Device I -- 6.4.3 ORR Using Chaudhuri's RR Device II -- References -- 7 Protection of Privacy -- 7.1 Introduction -- 7.2 Protection of Privacy Measures for Qualitative RRTs.
7.2.1 Leysieffer and Warner (1976)'s Protection Measure -- 7.2.2 Lanke (1976)'s Protection Measure -- 7.2.3 Anderson (1975a)'s Privacy Measure -- 7.2.4 Nayak (1994)'s Privacy Measure (Qualitative) -- 7.2.5 Chaudhuri et al. (2009)'s Privacy Measure (Qualitative) -- 7.3 Protection of Privacy Measures for Quantitative RRTs -- 7.3.1 Anderson (1977)'s Privacy Measure -- 7.3.2 Eichhorn and Hayre (1983)'s Privacy Measure -- 7.3.3 Yan et al. (2008)'s Privacy Measure -- 7.3.4 Diana et al. (2013)'s Privacy Measure -- 7.3.5 Chaudhuri and Christofides (2013)'s Privacy Measure -- 7.3.6 Bose (2015)'s Privacy Measure (Discrete Sensitive Variable) -- 7.3.7 Bose and Dihidar (2018)'s Privacy Measure (Continuous Sensitive Variable) -- 7.4 Protection of Privacy Measures for Qualitative ORRT -- 7.4.1 Pal et al. (2020)'s Privacy Measure -- 7.5 Protection of Privacy Measures for Quantitative ORRT -- 7.5.1 Patra and Pal (2019)'s Privacy Measure (Quantitative) -- References -- 8 Variation from Classical Data Generating Procedures by Repeated Drawing -- 8.1 Introduction -- 8.2 Repeated Draws with or Without Replacement -- 8.2.1 Singh and Grewal's (2013) Approach-Drawing Sample with Replacement -- 8.2.2 Chaudhuri and Dihidar's (2014) Approach-General Sampling Design -- 8.2.3 Singh and Sedory's (2013) Approach -- 8.2.4 Dihidar's (2016) Modification on Singh and Sedory's Work for General Sampling Design -- 8.2.5 Generating Randomized Response by Inverse Bernoulli Trials -- References -- 9 Other Topics Beyond Chaudhuri (2011) and Chaudhuri and Christofides (2013) -- 9.1 Introduction -- 9.2 Franklin's (1989) RRT Model -- 9.3 Practical Implementation of Franklin's (1989) RRT by Marcheselli and Barabesi (2006) -- 9.4 Barabesi's (2008) Simultaneous Estimation of θ, t -- 9.5 Scrambling RR -- 9.6 Arnab's (2004) Modification -- 9.7 Huang's (2010) Approach.
9.8 Diana and Perri's (2010) Approach -- References -- 10 Topics Covered in the Literature Subsequent to Chaudhuri (2011) -- 10.1 Introduction -- 10.2 Quatember's (2016) Mixture of True and Randomized Responses -- 10.3 Inverse RRTs -- 10.4 Three Ensuing Messages -- References -- 11 Alternatives to RRT in Studying Sensitive and Stigmatizing Issues -- 11.1 Introduction -- 11.2 Non-randomized Techniques -- 11.2.1 Triangular Model -- 11.2.2 Crosswise Models -- 11.2.3 Parallel Model -- 11.2.4 General Sampling by Three Non-randomized Response (NRR) Schemes -- 11.3 Item Count Techniques (ICT) -- 11.3.1 ICT for General Sampling Design -- 11.3.2 ICT for Quantitative Sensitive Characteristic -- 11.3.3 Option Between RR and ICT in Surveys -- 11.4 Nominative Technique -- 11.4.1 Miller's (1985) Nominative Technique -- 11.4.2 Chaudhuri and Christofides's (2008) Modification on Nominative Technique -- References -- 12 An Epilogue -- References.
Record Nr. UNINA-9910847073403321
Chaudhuri Arijit  
Singapore : , : Springer Singapore Pte. Limited, , 2024
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui