Audra McMillan

Nonparametric Differentially Private Confidence Intervals for the Median

2022 · Journal of Survey Statistics and Methodology

Abstract Differential privacy is a restriction on data processing algorithms that provides strong confidentiality guarantees for individual records in the data. However, research on proper statistical inference, that is, research on properly quantifying the uncertainty …