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math.ST2017★ 17 cited
Local Private Hypothesis Testing: Chi-Square Tests
Marco Gaboardi, Ryan Rogers
The local model for differential privacy is emerging as the reference model for practical applications collecting and sharing sensitive information while satisfying strong privacy…
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…