Jerome P. Reiter

NISS Research Projects

• Digital Government II: Data Confidentiality, Data Quality and Data Integration For Federal Databases: Foundations to Software Prototypes
• Dissemination of High-Quality Data while Protecting Data Confidentiality
• NSF-Census Research Network
• Postdoctoral Research in Support of the National Center for Science and Engineering Statistics
• Synthetic Longitudinal Business Database

Technical Reports

• Statistical Disclosure Limitation in the Presence of Edit Rules (2013) -
• Simultaneous Edit-Imputation for Continuous Microdata (2014) -
• Secure, Privacy-Preserving Analysis of Distributed Databases (2005) -
• Secure Statistical Analysis of Distributed Databases (2005) -
• Secure Regression on Distributed Databases (2004) -
• Secure Regression for Vertically Partitioned, Partially Overlapping Data (2004) -
• Secure computation with horizontally partitioned data using adaptive regressive splines (2006) -
• Secure Analysis of Distributed Chemical Databases without Data Integration (2005) -
• Privacy Preserving Regression Modelling via Distributed Computation (2004) -
• Privacy Preserving Analysis of Vertically Partitioned Data Using Secure Matrix Products (2004) -
• Multiple Imputation of Missing or Faulty Values Under Linear Constraints (2013) -
• Estimation of Propensity Scores Using Generalized Additive Model (2007) -
• Data Dissemination and Disclosure Limitation in a World Without Microdata: A Risk-Utility Framework for Remote Access Analysis Servers (2004) -
• A Framework for Evaluating the Utility of Data Altered to Protect Confidentiality (2006) -

News Articles

• Academic Career Paths Explored During NISS Career Fair

Publications

• Verification servers: enabling analysts to assess the quality of inferences from public use data
• Toward Unrestricted Public Use Business Microdata: The Synthetic Longitudinal Business Database
• SynLBD 2.0: Improving the Synthetic Longitudinal Business Database
• Statistical disclosure limitation in the presence of edit rules
• Simultaneous Edit-Imputation for Continuous Microdata
• Simultaneous Edit-Imputation for Continuous Microdata
• Secure, privacy-preserving analysis of distributed databases
• Secure regression for vertically partitioned, partially overlapping data
• Secure computation with horizontally partitioned data using adaptive regression splines
• Secure analysis of distributed chemical databases without data integration
• Regression on distributed databases via secure multi-party computation
• Privacy-preserving analysis of vertically partitioned data using secure matrix products
• Privacy preserving regression modelling via distributed computation
• Inferentially Valid, Partially Synthetic Datasets: Generating from Predictive Distributions Not Necessary
• Improving the Synthetic Longitudinal Business Database
• Global measures of data utility for microdata masked for disclosure limitation
• Estimation of propensity scores using generalized additive models
• Data dissemination and disclosure limitation in a world without microdata: A risk-utility framework for remote access analysis servers
• Confidentiality and Data Access in the Use of Big Data: Theory and Practical Approaches
• Analytical frameworks for data release: A statistical view
• Analysis of integrated data without data integration
• A framework for evaluating the utility of data altered to protect confidentiality