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Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN, USA
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Unlock statistically valid inference from differentially private data by releasing only sufficient statistics, sidestepping the miscalibration issues of synthetic data and the uncertainty quantification limitations of point estimates.