257 citations · 537 across the 28 of their papers we have counts for
Showing 2016 · math.STShow all
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math.ST2016★ 9 cited
A New Class of Private Chi-Square Tests
Daniel Kifer, Ryan Rogers
In this paper, we develop new test statistics for private hypothesis testing. These statistics are designed specifically so that their asymptotic distributions, after accounting fo…
math.ST2016★ 39 cited
Differentially Private Chi-Squared Hypothesis Testing: Goodness of Fit and Independence Testing
Marco Gaboardi, Hyun woo Lim, Ryan Rogers +1
Hypothesis testing is a useful statistical tool in determining whether a given model should be rejected based on a sample from the population. Sample data may contain sensitive inf…