By Arijit Chaudhuri, Tasos C. Christofides, C.R. Rao
Data accumulating, research and security of privateness via Randomized reaction strategies: Qualitative and Quantitative Human features tackles tips to assemble and learn facts in relation to stigmatizing human qualities. S.L. Warner invented RRT and released it in JASA, 1965. within the 50 years given that, the topic has grown greatly, with endured development. This publication comprehensively consolidates the literature to commemorate the inception of RR.
- Brings jointly all suitable elements of randomized reaction and oblique questioning
- Tackles tips on how to assemble and study info on the subject of stigmatizing human traits
- Gives an encyclopedic insurance of the topic
- Covers fresh advancements and extrapolates to destiny trends
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Extra resources for Data Gathering, Analysis and Protection of Privacy Through Randomized Response Techniques: Qualitative and Quantitative Human Traits
2010. Essentials of Survey Sampling. Prentice Hall of India, Delhi. , 2011. Randomized Response and Indirect Questioning Techniques in Surveys. CRC Press, Taylor and Francis, Boca Raton, FL. , 2014. Modern Survey Sampling. CRC Press Taylor and Francis, Boca Raton, FL. , Christofides, 2013. Indirect Questioning in Sample Surveys. Springer Verlag, Berlin, Germany. , 2009. Estimating means of stigmatizing qualitative and quantitative variables from discretionary responses randomized or direct. Sankhya B 71, 123–136.
We will avoid unnecessary mathematical complications and details and we will attempt to read Warner (1965) and Greenberg et al. (1969) behind the lines. In Section 2, we present in (reasonable) detail Warner’s technique, initially for simple random sampling with replacement (SRSWR) and then under a general sampling design. In Section 3 we give the details of the unrelated question model of Greenberg et al. (1969), again for SRSWR and under a general sampling design. In Sections 4 and 5 we offer some comments by reading again, 50 years later the two original papers, Warner (1965) and Greenberg et al.
Estimating means of stigmatizing qualitative and quantitative variables from discretionary responses randomized or direct. Sankhya B 71, 123–136. , 1985. Optionally randomized responses techniques. CSAB 34, 225–229. , 1988. Randomized Response Theory and Techniques. Marcel Dekker, New York. , 2002. Estimating proportions from unequal probability samples using randomized responses by Warner’s and other devices. J. Ind. Soc. Agri. Stat. 55 (2), 174–183. , 2004. Utilizing covariates by logistic regression modelling in improved estimation of population proportions bearing stigmatizing features through randomized responses in complex surveys.