16 citations · 67 across the 20 of their papers we have counts for
3 papers · 1 filter
Methods for Combining Probability and Nonprobability Samples Under Unknown Overlaps
Terrance D. Savitsky, Matthew R. Williams, Julie Gershunskaya +2
Nonprobability (convenience) samples are increasingly sought to reduce the estimation variance for one or more population variables of interest that are estimated using a randomize…
Mechanisms for Global Differential Privacy under Bayesian Data Synthesis
Jingchen Hu, Matthew R. Williams, Terrance D. Savitsky
This paper introduces a new method that embeds any Bayesian model used to generate synthetic data and converts it into a differentially private (DP) mechanism. We propose an altera…
Methods for Combining Probability and Nonprobability Samples Under Unknown Overlaps
Terrance D. Savitsky, Matthew R. Williams, Julie Gershunskaya +2
Nonprobability (convenience) samples are increasingly sought to stabilize estimations for one or more population variables of interest that are performed using a randomized survey…