Data gathering, analysis and protection of privacy through randomized response techniques : qualitative and quantitative human traits

Publication Data

• Title Data gathering, analysis and protection of privacy through randomized response techniques : qualitative and quantitative human traits
• Contributors Arijit Chaudhuri, Tasos C. Christofides, C. R. Rao
• Publisher Elsevier
• Publication date 2016
• Publication location Amsterdam
• Language English

Contents

Preface

1. Review of Certain Recent Advances in Randomized Response Techniques

2. The background and genesis of Randomized Response Techniques

3. How Randomized Response Techniques Need Not be Confined to Simple Random Sampling but Liberally Applicable to General Sampling Schemes

4. The Classical Randomized Response Techniques

5. On the estimation of correlation coefficient using scrambled responses

6. Admissible and Optimal Estimation in Finite Population Sampling under Randomized Response Models

7. A mixture of true and randomized responses in the estimation of the number of people having a certain attribute

8. Estimation of complex population parameters under the randomized response theory

9. An Efficient Randomized Response Model Using Two Decks of Cards Under Simple and Stratified Random Sampling

10. Software for Randomized Response Techniques

11. Post-Stratification based on the Choice of Use of a Quantitative Randomization Device

12. Variance Estimation in Randomized Response Surveys

13. Behavior of some scrambled randomized response models under simple random sampling, ranked set sampling and Rao-Hartley-Cochran designs

14. Estimation of a Finite Population Variance under Linear Models for Randomized Response Designs

15. Randomized Response and New Thoughts on Politz-Simmons Technique

16. Optional Randomized Response: A Critical Review

17. A Concise Theory of Randomized Response Techniques for Privacy and Confidentiality Protection

18. A review of regression procedures for randomized response data, including univariate and multivariate logistic regression, the proportional odds model and item response models

19. Eliciting Information on Sensitive Features: Block Total Response Technique and Related Inference

20. Optional Randomized Response Revisited 

21. Measures of respondent privacy in randomized response surveys

22. Cramer-Rao lower bounds of variance for estimating two proportions and their overlap by using two-decks of cards

23. Estimating a finite population proportion bearing a sensitive attribute from a single probability sample by Item Count Technique

24. Surveying a varying probability Adaptive Sample to Estimate Cost of Hospital Treatments of sensitive diseases by RR Data Gathering

25. Estimation of means of two rare sensitive characteristics: Cramer-Rao lower bound of variances

26. Estimating sensitive population proportion by generating randomized response following direct and inverse hypergeometric distribution

27. Incredibly efficient use of a Negative Hypergeometric distribution in randomized response Techniques

28. Comparison of Different Imputing Methods for Scrambled Responses

29. On an indirect response model

Topics

• Social surveys :: Methodology
• Social surveys :: Statistical methods
• Sampling (Statistics)

Data gathering, analysis and protection of privacy through randomized response techniques : qualitative and quantitative human traits. ISBN 9780444635716. Published by Elsevier in 2016. Publication and catalogue information, links to buy online and reader comments.