Measuring Identification Risk in Microdata Release and Its Control by Post‐randomisation

DOI10.1111/insr.12252OpenAlexW2801589596WikidataQ129966364 ScholiaQ129966364MaRDI QIDQ6064787

Tapan K. Nayak, Cheng Zhang, Unnamed Author

Publication date: 10 November 2023

Published in: International Statistical Review (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1111/insr.12252

zbMATH Keywords

transition probability matrixdata partitioningdata utilitycorrect match probabilityunbiased post-randomisation

Mathematics Subject Classification ID

Statistics (62-XX)

Related Items (3)

A criterion for privacy protection in data collection and its attainment via randomized response procedures ⋮ A post-randomization method for rigorous identification risk control in releasing microdata ⋮ Post-randomization for controlling identification risk in releasing microdata from general surveys

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• A Concise Theory of Randomized Response Techniques for Privacy and Confidentiality ProtectionaaThe views expressed in this chapter are those of the authors and not necessarily those of the US Census Bureau. The analysis and conclusions contained in this chapter are those of the authors and do not represent the official position of the US Energy Information Administration (EIA) or the US Department of Energy (DOE).
• Estimating Risks of Identification Disclosure in Microdata
• On Invariant Post‐randomization for Statistical Disclosure Control

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