“Using Partially Synthetic Data to Replace Suppression in the Business Dynamics Statistics: Early Results“. Javier Miranda (U.S. Census Bureau) and Lars Vilhuber (NCRN, Cornell University)
Abstract: “The Business Dynamics Statistics is a product of the U.S. Census Bureau that provides measures of business openings and closings, and job creation and destruction, by a variety of cross-classifications (firm and establishment age and size, industrial sector, and geography). Sensitive data are currently protected through suppression. However, as additional tabulations are being developed, at ever more detailed geographic levels, the number of suppressions increases dramatically. This paper explores the option of providing public-use data that are analytically valid and without suppressions, by leveraging synthetic data to replace observations in sensitive cells.”
Proceedings are available at Springer. Working paper in our eCommons repository.