Bayesian Pseudo Posterior Synthesis for Data Privacy Protection

Jingchen Hu, Terrance D. Savitsky

Statistical agencies utilize models to synthesize respondent-level data for release to the general public as an alternative to the actual data records. A Bayesian model synthesizer…