LBD Synthesis Procedures February 4 , 2011 Appendix to “ Towards Unrestricted Public Use Business Microdata : The Synthetic Longitudinal Business Database

By S. Kinney, J. Reiter, P. A., Reznek, J. Miranda, Ron S. Jarmin, M. J. 2011

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Synthesizing Tabular Data using Generative Adversarial Networks (2018, background): “At the same time, some researchers in the statistical sciences community have begun been using randomization-based methods to generate synthetic data [40, 37, 39, 25].”
Plausible Deniability for Privacy-Preserving Data Synthesis (2017, methodology): “Despite all these obstacles, releasing full data records is ﬁrmly pursued by large-scale data holders such as the U.S. Census Bureau [21, 28, 27].”
Multiple Imputation of Multilevel Missing Data—Rigor Versus Simplicity (2015, background): “…the values for all records are replaced by synthetic values at least for some of the variables (Abowd, Stinson, & Benedetto, 2006; Drechsler, 2011b; Drechsler, Bender, & Rässler, 2008; Drechsler, Dundler, Bender, Rässler, & Zwick, 2008; Drechsler and Reiter, 2010, 2011; Kinney et al., 2011).”