251 citations · 506 across the 7 of their papers we have counts for
3 papers · 1 filter
Improved Differentially Private Analysis of Variance
Marika Swanberg, Ira Globus-Harris, Iris Griffith +3
Hypothesis testing is one of the most common types of data analysis and forms the backbone of scientific research in many disciplines. Analysis of variance (ANOVA) in particular is…
A Differentially Private Wilcoxon Signed-Rank Test
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 present a differentially private analogue of th…
Differentially Private ANOVA Testing
Zachary Campbell, Andrew Bray, Anna Ritz +1
Modern society generates an incredible amount of data about individuals, and releasing summary statistics about this data in a manner that provably protects individual privacy woul…