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1 paper

stat.ME2026

Optimal Debiased Inference on Privatized Data via Indirect Estimation and Parametric Bootstrap

Zhanyu Wang, Arin Chang, Jordan Awan

We design a debiased parametric bootstrap framework for statistical inference from differentially private data. Existing usage of the parametric bootstrap on privatized data ignore…