2022
Hypothesis Testing for Differentially Private Linear Regression
NeurIPS 2022accept
In this work, we design differentially private hypothesis tests for the following problems in the general linear model: testing a linear relationship and testing for the presence of mixtures. The majority of our hypothesis tests are based on differentially private versions of the $F$-statistic for t…