This project is undertaking research that will improve Census capabilities for entity resolution and record linkage. We have brought together world-class researchers from multiple disciplinary backgrounds, including statistics, survey methodology, economics, history, computer science, and demography. Through this work, we will:
- build on ongoing projects linking Census data products to themselves, to external surveys, and to administrative data
- develop and evaluate approaches that show substantial improvements over current best practices in record linkage and entity resolution
- produce usable and useful diagnostics that can provide substantial improvements in record linkage assessment, with metrics of quality that capture bias and uncertainty
As part of a collaboration with the U.S. Census Bureau, the University of Michigan Institute for Social Research (ISR) has started a working group on record linkage. Join us as ISR researchers and others discuss their ongoing projects on record linkage and related topics.