Rebecca Carter Steorts

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Assistant Professor of Statistical Science

CAREER: Scalable Record Linkage through the Microclustering Property awarded by National Science Foundation (Principal Investigator). 2017 to 2022

Collaborative Research: Record Linkage and Privacy-Preserving Methods for Big Data awarded by National Science Foundation (Principal Investigator). 2015 to 2018

Metaknowledge Network: Knowledge about Knowledge to Answer the Big Questions awarded by University of Chicago (Principal Investigator). 2015 to 2016

Metaknowledge Network: Knowledge about Knowledge to Answer the Big Questions awarded by University of Chicago (Principal Investigator). 2015 to 2016

Steorts, RC, Hall, R, and Fienberg, SE. "A Bayesian Approach to Graphical Record Linkage and Deduplication." Journal of the American Statistical Association 111.516 (October 2016): 1660-1672. Full Text Open Access Copy

Steorts, RC. "Entity Resolution with Empirically Motivated Priors." Bayesian Analysis 10.4 (December 2015): 849-875. Full Text

Wehbe, L, Ramdas, A, Steorts, RC, and Shalizi, CR. "Regularized brain reading with shrinkage and smoothing." The Annals of Applied Statistics 9.4 (December 2015): 1997-2022. Full Text

Fienberg, SE, and Steorts, RC. "Discussion of “Estimating the Distribution of Dietary Consumption Patterns”." Statistical Science 29.1 (February 2014): 95-96. Full Text

Steorts, RC, Ventura, SL, Sadinle, M, and Fienberg, SE. "A comparison of blocking methods for record linkage." Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 8744 (January 1, 2014): 253-268.

Steorts, RC, Hall, R, and Fienberg, SE. "SMERED: A Bayesian approach to graphical record linkage and de-duplication." Journal of Machine Learning Research 33 (January 1, 2014): 922-930. Open Access Copy

Ghosh, M, and Steorts, RC. "Two-stage benchmarking as applied to small area estimation." TEST 22.4 (November 2013): 670-687. Full Text

Datta, GS, Ghosh, M, Steorts, R, and Maples, J. "Bayesian benchmarking with applications to small area estimation." TEST 20.3 (November 2011): 574-588. Full Text

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