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Differential Privacy Guarantees in Small Area Estimation

Das, Soumojit et al.
arXiv (All) · Papers
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applicationsmethodology
Statistical agencies increasingly rely on small area estimation to produce reliable estimates for subpopulations with limited sample sizes. These estimates are built from individual survey responses, so agencies must ensure that releasing them does not reveal information about any single respondent.
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