27 citations · 173 across the 24 of their papers we have counts for
Showing 2014 · stat.MEShow all
3 papers · 2 filters
stat.ME2014★ 1 cited
Smoothing, Clustering, and Benchmarking for Small Area Estimation
Rebecca C. Steorts
We develop constrained Bayesian estimation methods for small area problems: those requiring smoothness with respect to similarity across areas, such as geographic proximity or clus…
stat.ME2014★ 5 cited
Variational Bayes for Merging Noisy Databases
Tamara Broderick, Rebecca C. Steorts
Bayesian entity resolution merges together multiple, noisy databases and returns the minimal collection of unique individuals represented, together with their true, latent record v…
stat.ME2014
Entity Resolution with Empirically Motivated Priors
Rebecca C. Steorts
Databases often contain corrupted, degraded, and noisy data with duplicate entries across and within each database. Such problems arise in citations, medical databases, genetics, h…