Statistic Selection and MCMC for Differentially Private Bayesian Estimation

1 code implementation • 24 Mar 2022 • Baris Alparslan, Sinan Yildirim

This paper concerns differentially private Bayesian estimation of the parameters of a population distribution, when a statistic of a sample from that population is shared in noise to provide differential privacy.

Bayesian Inference