Anne-Sophie Charest

Analysis of Differentially Private Synthetic Data: A Measurement Error Approach

Differentially private (DP) synthetic datasets have been receiving significant attention from academia, industry, and government. However, little is known about how to perform statistical inference using DP synthetic datasets. Naive approaches that do not take into account the induced uncertainty du…