23 citations · 34 across the 4 of their papers we have counts for
4 papers · 1 filter
Transformed Fay-Herriot Model with Measurement Error in Covariates
Sepideh Mosaferi, Malay Ghosh, Rebecca C. Steorts
Statistical agencies are often asked to produce small area estimates (SAEs) for positively skewed variables. When domain sample sizes are too small to support direct estimators, ef…
Random Partition Models for Microclustering Tasks
Brenda Betancourt, Giacomo Zanella, Rebecca C. Steorts
Traditional Bayesian random partition models assume that the size of each cluster grows linearly with the number of data points. While this is appealing for some applications, this…
Generalized Bayesian Record Linkage and Regression with Exact Error Propagation
Rebecca C. Steorts, Andrea Tancredi, Brunero Liseo
Record linkage (de-duplication or entity resolution) is the process of merging noisy databases to remove duplicate entities. While record linkage removes duplicate entities from su…
On estimation of mean squared errors of benchmarked empirical Bayes estimators
Rebecca C. Steorts, Malay Ghosh
We consider benchmarked empirical Bayes (EB) estimators under the basic area-level model of Fay and Herriot while requiring the standard benchmarking constraint. In this paper we d…