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Analysis of Differentially Private Synthetic Data: A Measurement Error Approach.

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How Can We Analyze Differentially-Private Synthetic Datasets?. J. Priv. Confidentiality, (2011)Bootstrap Differential Privacy., and . Trans. Data Priv., 12 (1): 1-28 (2019)Bootstrap variance estimation with survey data when estimating model parameters., and . Comput. Stat. Data Anal., 56 (12): 4450-4461 (2012)On the Meaning and Limits of Empirical Differential Privacy., and . J. Priv. Confidentiality, 7 (3): 53-66 (2016)Empirical Evaluation of Statistical Inference from Differentially-Private Contingency Tables.. Privacy in Statistical Databases, volume 7556 of Lecture Notes in Computer Science, page 257-272. Springer, (2012)Analysis of Differentially-Private Microdata Using SIMEX., and . PSD, volume 12276 of Lecture Notes in Computer Science, page 109-120. Springer, (2020)Analysis of Differentially Private Synthetic Data: A Measurement Error Approach., , , , , and . AAAI, page 21206-21213. AAAI Press, (2024)