On the Connection Between the ABS Perturbation Methodology and Differential Privacy by Chien-Hung Chien, Parastoo Sadeghi

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Statistical Disclosure Control for Micro-Data Using the R Package sdcMicro by Matthias Templ, Alexander Kowarik, Bernhard Meindl

Subjects: “…confidentiality, micro-data, statistical disclosure control, R…”
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Population aggregates from administrative data samples–how good are they? by Philipp vom Berge

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synthpop: Bespoke Creation of Synthetic Data in R by Beata Nowok, Gillian M. Raab, Chris Dibben

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Privacy preserving data visualizations by Demetris Avraam, Rebecca Wilson, Oliver Butters, Thomas Burton, Christos Nicolaides, Elinor Jones, Andy Boyd, Paul Burton

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Statistical Disclosure Control for Tabular Data in R by Kazuhiro Minami, Yutaka Abe

Subjects: “…Statistical Disclosure Control…”
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Anony<i>mice</i>d Shareable Data: Using <i>mice</i> to Create and Analyze Multiply Imputed Synthetic Datasets by Thom Benjamin Volker, Gerko Vink

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Comparative Study of Differentially Private Synthetic Data Algorithms from the NIST PSCR Differential Privacy Synthetic Data Challenge by Claire McKay Bowen, Joshua Snoke

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Toward a Comparison of Classical and New Privacy Mechanism by Daniel Heredia-Ductram, Miguel Nunez-del-Prado, Hugo Alatrista-Salas

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An Intuitive Formulation and Solution of the Exact Cell-Bounding Problem for Contingency Tables of Conditional Frequencies by Stephen E. Wright, Byran J. Smucker

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Differentially Private Inference for Binomial Data by Jordan Alexander Awan, Aleksandra Slavkovic

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Likelihood Based Finite Sample Inference for Singly Imputed Synthetic Data Under the Multivariate Normal and Multiple Linear Regression Models by Martin Klein, Bimal Sinha

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Disclosure control of machine learning models from trusted research environments (TRE): New challenges and opportunities by Esma Mansouri-Benssassi, Simon Rogers, Smarti Reel, Maeve Malone, Jim Smith, Felix Ritchie, Emily Jefferson

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An overview on synthetic administrative data for research by Theodora Kokosi, Bianca De Stavola, Robin Mitra, Lora Frayling, Aiden Doherty, Iain Dove, Pam Sonnenberg, Katie Harron

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Population Census Microdata Availability by Jiří Novák

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Barriers and facilitators to generating synthetic administrative data for research. by Theodora Kokosi, Bianca De Stavola, Robin Mitra, Andrew Copas, Katie Harron

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GRAIMatter: Guidelines and Resources for AI Model Access from TrusTEd Research environments (GRAIMatter). by Emily Jefferson, Christian Cole, Alba Crespi Boixader, Simon Rogers, Maeve Malone, Felix Ritchie, Jim Smith, Francesco Tava, Angela Daly, Jillian Beggs, Antony Chuter

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Comprehensive Review of Privacy, Utility, and Fairness Offered by Synthetic Data by A. Kiran, P. Rubini, S. Saravana Kumar

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On Inference for Multivariate Regression Model Based on Synthetic Data Generated under Fixed-Posterior Predictive Sampling by Ricardo Moura, Martin Klein, Carlos A. Coelho, Bimal Sinha

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Statistical Disclosure Control Methods for Microdata from the Labour Force Survey by Michał Pietrzak

Subjects: “…statistical disclosure control…”
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