66 citations · 189 across the 22 of their papers we have counts for
4 papers · 1 filter
Providing Access to Confidential Research Data Through Synthesis and Verification: An Application to Data on Employees of the U.S. Federal Government
Andrés F. Barrientos, Alexander Bolton, Tom Balmat +6
Data stewards seeking to provide access to large-scale social science data face a difficult challenge. They have to share data in ways that protect privacy and confidentiality, are…
Regression Modeling and File Matching Using Possibly Erroneous Matching Variables
Nicole M. Dalzell, Jerome P. Reiter
Many analyses require linking records from two databases comprising overlapping sets of individuals. In the absence of unique identifiers, the linkage procedure often involves matc…
Multiple Imputation of Missing Categorical and Continuous Values via Bayesian Mixture Models with Local Dependence
Jared S. Murray, Jerome P. Reiter
We present a nonparametric Bayesian joint model for multivariate continuous and categorical variables, with the intention of developing a flexible engine for multiple imputation of…
Multiple imputation for sharing precise geographies in public use data
Hao Wang, Jerome P. Reiter
When releasing data to the public, data stewards are ethically and often legally obligated to protect the confidentiality of data subjects' identities and sensitive attributes. The…