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Filtering by: Advisor Nayak, Tapan K Committee Member Ben-David, Emanuel GW Unit Statistics

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1. Privacy Protection in Data Collection via Randomized Response Procedures

Description:: Randomized response (RR) methods have long been suggested for protecting respondents' privacy in statistical surveys. However, how to set and achieve privacy protection goals have received little attention. We give a full development and analysis of the view that a privacy mechanism should ensure...
Author:: CHAI, JICHONG
Keyword:: sufficiency of experiments, privacy breach, transition probability matrix, linear unbiased estimation, Bayes factor, and minimax criterion
GW Unit:: Statistics
Degree:: Ph.D.
Advisor:: Nayak, Tapan K
Committee Member(s):: Modarres, Reza, Bose, Sudip, Ben-David, Emanuel, Barut, Emre, and Lai, Yinglei
Resource Type:: Thesis or Dissertation