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" Data gathering, analysis and protection of privacy through randomized response techniques : "
edited by Arijit Chaudhuri, Tasos C. Christofides, C.R Rao
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BL
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| Record Number
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629001
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| Doc. No
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dltt
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| Title & Author
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Data gathering, analysis and protection of privacy through randomized response techniques : : qualitative and quantitative human traits /\ edited by Arijit Chaudhuri, Tasos C. Christofides, C.R Rao
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| Series Statement
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Handbook of statistics ;; v. 34
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| Page. NO
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xviii, 525 pages :: illustrations ;; 24 cm
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| ISBN
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044463570X
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: 9780444635709
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| Bibliographies/Indexes
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Includes bibliographical references and index
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| Contents
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Contributors -- Preface. Review of certain recent advances in randomized response techniques / T.J. Rao and C.R. Rao -- The background and genesis of randomized response techniques / A. Chaudhuri -- How randomized response techniques need not be confined to simple random sampling but liberally applicable to general sampling schemes / A. Chaudhuri -- The classical randomized response techniques: reading Warner (1965) and Greenberg et al. (1969) 50 years later / T.C. Christofides -- On the estimation of correlation coefficient using scrambled responses / S. Singh -- Admissible and optimal estimation in finite population sampling under randomized response models / S. Sengupta -- A mixture of true and randomized responses in the estimation of the number of people having a certain attribute / A. Quatember -- Estimation of complex population parameters under the randomized response theory / L. Barabesi, G. Diana, and P.F. Perri -- An efficient randomized response model using two decks of cards under simple and stratified random sampling / S. Abdelfatah and R. Mazloum -- Software for randomized response techniques / M. Rueda, B. Cobo, A. Arcos, and R. Arnab -- Poststratification based on the choice of use of a quantitative randomization device / O. Odumade, R. Arnab, and S. Singh -- Variance estimation in randomized response surveys / A.K. Adhikary -- Behavior of some scrambled randomized response models under simple random sampling, ranked set sampling and Rao-Hartley-Cochran designs / C.N. Bouzza-Herrera -- Estimation of a finite population variance under linear models for randomized response designs / P. Mukhopadhyay -- Randomized response and new thoughts on Politz-Simmons technique / R.J. Rao, J. Sarkar, and B.K. Sinha -- Optional randomized response: a critical review / R. Arnab and M. Rueda -- A concise theory of randomized response techniques for privacy and confidentiality protection / T.K. Nayak, S.A. Adeshiyan, and C. Zhang -- A review of regression procedures for randomized response data, including invariate and multivariate logistic regression, the proportional odds model and item response model, and self-protective responses / M.J.L.F. Cruyff, U. Böckenholt, P.G.M. van der Heijden, and L.E. Frank -- Eliciting information on sensitive features: block total response technique and related inference / K. Nandy, M. Marcovitz, and B.K. Sinha -- Optional randomized response revisited / R. Mukerjee -- Measures of respondent privacy in randomized response surveys / M. Bose -- Cramer-Rao lower bounds of variance for estimating two proportions and their overlap by using two decks of cards / C.-S. Lee, S.A. Sedory, and S. Singh -- Estimating a finite population proportion bearing a sensitive attribute from a single probability sample by item count technique / P. Shaw -- Surveying a varying probability adaptive sample to estimate cost of hospital treatments of sensitive diseases by RR data gathering / S. Pal and S. Roy -- Estimation of means of two rare sensitive characteristics: Cramer-Rao lower bound of variances / S.-C. Su, C.-S. Lee, S.A. Sedory, and S. Singh -- Estimating sensitive population proportion by generating randomized response following direct and inverse hypergeometric distribution / K. Dihidar -- Incredibly efficient use of a negative hypergeometric distribution in randomized response techniques / M.L. Johnson, S.A. Sedory, and S. Singh -- Comparison of different imputing methods for scrambled responses / C. Mohamed, S.A. Sedory, and S. Singh -- On an indirect response model / V.R. Padmawar. Index
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| Abstract
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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
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Social surveys
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Sampling (Statistics)
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| Added Entry
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Chaudhuri, Arijit,1940-
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Christofides, Tasos C
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Rao, C. Radhakrishna, (Calyampudi Radhakrishna),1920-
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