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Contributed Papers

Record Linkage and Estimation using Alternative and Linked Data

Wed, Aug 6, 10:30 AM - 12:20 PM Room CC-104D Music City Center

Oksana BalabayChair

Government Statistics Section

5 Presentations

Objectivity and Reproducibility of Probabilistic Record Linkage.

10:35 AM - 10:50 AM

Co-authors: Moruf Disu, Bong-Jin Choi (North Dakota State University), Moruf Disu

Record Linkage, probabilistic record linkage, matching probabilities, optimal threshold, medical data, health data

Using Augmented Twin Neural Networks to Match Occupational Injury and Illness Data

10:50 AM - 11:05 AM

Co-authors: Elan Segarra (US Bureau of Labor Statistics), Elan Segarra (US Bureau of Labor Statistics)

record linkage entity resolution machine learning neural networks probabilistic matching

WITHDRAWN Optimizing Blocking Strategies for Record De-duplication at Scale

11:05 AM - 11:20 AM

Co-authors: Theodore Charm (U.S. Census Bureau)

Record linkage De-duplication Blocking Locality Sensitive Hashing

Overcoming Challenges in Infrastructure, Accessibility, Usability and Technical Adoption in Privacy-Preserving Record Linkage

11:20 AM - 11:35 AM

Co-authors: Kabirat Nasiru (Oakridge Institution for Science and Education Data Science Fellow - Research Ambassadors Program through National Center for Science and Engineering Statistics within the National Science Foundation), Kabirat Nasiru (Oakridge Institution for Science and Education Data Science Fellow - Research Ambassadors Program through National Center for Science and Engineering Statistics within the National Science Foundation)

PPRL tools Data Management IT infrastructure NSDS demonstration projects Cryptographic Linkage

WITHDRAWN Causal Inference with Linked Data Files

11:35 AM - 11:50 AM

Co-authors: Gauri Kamat (Brown University), Roee Gutman (Brown University)

record linkage causal inference missing data

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