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Efficiency comparison of unrelated question models based on same privacy protection degree

Sabrina Giordano () and Pier Perri

Statistical Papers, 2012, vol. 53, issue 4, 987-999

Abstract: In this study, the problem of estimating the proportion π A of people bearing a sensitive attribute A is considered. Three dichotomous unrelated question mechanisms which are alternative to the well-known Simmons’ model are discussed and their performance is evaluated taking into account both efficiency and respondent privacy protection. The variance of the estimators of π A is compared under equal levels of confidentiality measures introduced by Lanke ( 1976 ) and Leysieffer and Warner ( 1976 ). Copyright Springer-Verlag 2012

Keywords: Sensitive questions; Randomized response techniques; Simmons’ model; Jeopardy measures (search for similar items in EconPapers)
Date: 2012
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DOI: 10.1007/s00362-011-0403-4

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