Assessing the protection provided by misclassification-based disclosure limitation methods for survey microdata

DOI10.1214/09-AOAS317zbMath1202.62011arXiv1011.2905OpenAlexW3103551508MaRDI QIDQ614142

Natalie Shlomo, C. J. Skinner

Publication date: 27 December 2010

Published in: The Annals of Applied Statistics (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1011.2905

zbMATH Keywords

measurement errordata swappingdisclosure riskidentification risklog linear modelpost randomization method

Mathematics Subject Classification ID

Related Items (9)

Data privacy using an evolutionary algorithm for invariant PRAM matrices ⋮ Small area estimation with covariates perturbed for disclosure limitation ⋮ On Invariant Post‐randomization for Statistical Disclosure Control ⋮ Measuring Identification Risk in Microdata Release and Its Control by Post‐randomisation ⋮ Unnamed Item ⋮ An information theoretic approach to post randomization methods under differential privacy ⋮ A post-randomization method for rigorous identification risk control in releasing microdata ⋮ Estimating Identification Disclosure Risk Using Mixed Membership Models ⋮ Post-randomization for controlling identification risk in releasing microdata from general surveys

Cites Work

• Assessing Identification Risk in Survey Microdata Using Log-Linear Models
• Admissibility of the natural estimator of the mean of a Gaussian process
• Data-swapping: A technique for disclosure control
• Elements of statistical disclosure control
• Privacy and confidentiality in an e-commerce world: data mining, data warehousing, matching and disclosure limitation
• On the Barcilon formula for the string equation with a piecewise continuous density function
• Estimating Risks of Identification Disclosure in Microdata
• Unnamed Item
• Unnamed Item
• Unnamed Item

This page was built for publication: Assessing the protection provided by misclassification-based disclosure limitation methods for survey microdata