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stat.ME2020★ 27 cited
Differentially Private Confidence Intervals
Wenxin Du, Canyon Foot, Monica Moniot +2
Confidence intervals for the population mean of normally distributed data are some of the most standard statistical outputs one might want from a database. In this work we give pra…
stat.ME2019
Differentially Private Nonparametric Hypothesis Testing
Simon Couch, Zeki Kazan, Kaiyan Shi +2
Hypothesis tests are a crucial statistical tool for data mining and are the workhorse of scientific research in many fields. Here we study differentially private tests of independe…