Ryan Hornby

activity

20202023

most citedcsSampling: An R Package for Bayesian Models for Complex Survey Data

2 citations · 2 across the 2 of their papers we have counts for

collaborators

Showing stat.MEShow all

2 papers · 1 filter

stat.ME2021

Bayesian Estimation of Attribute Disclosure Risks in Synthetic Data with the $AttributeRiskCalculation$ R Package

Ryan Hornby, Jingchen Hu

Synthetic data is a promising approach to privacy protection in many contexts. A Bayesian synthesis model, also known as a synthesizer, simulates synthetic values of sensitive vari…

stat.ME2020

Identification Risks Evaluation of Partially Synthetic Data with the $IdentificationRiskCalculation$ R Package

Ryan Hornby, Jingchen Hu

We extend a general approach to evaluating identification risk of synthesized variables in partially synthetic data. For multiple continuous synthesized variables, we introduce the…

Bayesian Estimation of Attribute Disclosure Risks in Synthetic Data with the AttributeRiskCalculation R Package

Identification Risks Evaluation of Partially Synthetic Data with the IdentificationRiskCalculation R Package

Bayesian Estimation of Attribute Disclosure Risks in Synthetic Data with the $AttributeRiskCalculation$ R Package

Identification Risks Evaluation of Partially Synthetic Data with the $IdentificationRiskCalculation$ R Package