Differentially Private Finite Population Estimation via Survey Weight Regularization

Jeremy Seeman, Yajuan Si, Jerome P Reiter

In general, it is challenging to release differentially private versions of survey-weighted statistics with low error for acceptable privacy loss. This is because weighted statisti…