FIMA builds differentially private confidence intervals and hypothesis tests for categorical data by matching the released statistic to simulated noisy versions via a fiducial solution.
Differential privacy for clinical trial data: Preliminary evaluations
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Fiducial Matching: Differentially Private Inference for Categorical Data
FIMA builds differentially private confidence intervals and hypothesis tests for categorical data by matching the released statistic to simulated noisy versions via a fiducial solution.