Invited Publications
Steorts and Ugarte (2014).
"Discussion of "Single and Two-Stage Cross-Sectional and Time Series Benchmarking Procedures for SAE," TEST, (23),4:680-685 .
arXiv | +BibTeX
@article{fienberg_2014,
title={{Discussion of Single and Two-Stage Cross-Sectional and Time Series Benchmarking Procedures for SAE }},
author={Steorts, R. and Ugarte, D.},
journal={TEST},
volume={23},
number= {4},
pages={680-685},
url = {http://arxiv.org/abs/1405.6416}
year={2014}
}
Steorts and Fienberg (2014).
"Discussion of Estimating the
Distribution of Dietary
Consumption Patterns," Statistical Science, (29), 1:95--96.
arXiv | +BibTeX
@article{fienberg_2014,
title={{Discussion of Estimating the
Distribution of Dietary
Consumption Patterns }},
author={Fienberg, S. and Steorts, R.},
journal={Statistical Science},
volume={29},
number={1},
pages={95-96},
url = {http://arxiv.org/abs/1403.0566}
year={2014}
}
Refereed Publications
Miller, Betancourt, Zaidi, Wallach, and Steorts (2015).
"The Small Clustering Problem: When Cluster Sizes Don’t Grow with the Number of Data Points,", (Submitted).
arXiv | +BibTeX
@article{steorts_2015_syria,
title={{The Small Clustering Problem: When Cluster Sizes Don’t Grow with the Number of Data Points}},
author={ Miller, Jeffrey and Betancourt, Brenda and Zaidi, Abbas and Wallach, Hanna and Steorts, Rebecca},
journal={Submitted},
year={2015}
}
Sadosky, Shrivastava, Price, and Steorts (2015).
"Blocking Methods Applied to Casualty Records from the Syrian Conflict,", (Submitted).
arXiv | +BibTeX
@article{steorts_2015_syria,
title={{Blocking Methods Applied to Casualty Records from the Syrian Conflict}},
author={ Sadosky, Peter and Shrivastava, Anshumali and Price, Megan and Steorts, Rebecca},
journal={Submitted},
url = {http://arxiv.org/abs/1510.07714}
year={2015}
}
Steorts (2015).
"Smoothing, Clustering, and Benchmarking for Small Area Estimation,", (Submitted).
arXiv | +BibTeX
@article{steorts_2014_bench,
title={{Smoothing, Clustering, and Benchmarking for Small Area Estimation}},
author={Steorts, R.},
journal={Submitted},
url = {http://arxiv.org/abs/1410.7056}
year={2014}
}
Steorts (2015).
" Entity Resolution with Empirically Motivated Priors,", Bayesian Analysis , (10),4:849-875.
arXiv | +BibTeX
@article{steorts_2014_bench,
title={{Entity Resolution with Empirically Motivated Priors}},
author={Steorts, R.},
journal={Bayesian Analysis},
volumme = {10},
number = {4},
pages = {849-875},
url = {http://arxiv.org/abs/1409.0643},
year={2014}
}
Wehbe , Ramdas , Steorts, and Shalizi (2015).
"Regularized Brain Reading with
Shrinkage and Smoothing", Annals of Applied Statistics
(To Appear).
arXiv | +BibTeX
@article{wehbe_2014,
title={{Regularized Brain Reading with
Shrinkage and Smoothing}},
author={Wehbe, L. and Ramdas, A. Steorts, R., and Shalizi, C.},
journal={Annals of Applied Statistics (In Press)},
url = {http://arxiv.org/abs/1401.6595},
year={2015}
}
Steorts,
Hall, and
Fienberg (2015). "
A Bayesian Approach to Graphical Record Linkage and De-duplication ,"
Journal of the American Statistical Association, (In Press)
arXiv:1312.4645.
arXiv | +BibTeX
@article{steorts_2013,
title={{A Bayesian Approach to Graphical Record Linkage and De-duplication }},
author={Steorts, R., Hall, R. and Fienberg, S.},
journal={In Revision},
year={2014}
}
Broderick and Steorts (2014).
"Variational Bayes for Merging Noisy Databases," Advances in Variational Inferences Workshops , NIPS.
arXiv | +BibTeX
@article{broderick_2014_vb,
title={{Variational Bayes for Merging Noisy Databases }},
author={Fienberg, S. and Steorts, R.},
journal={Submitted},
url = {http://arxiv.org/abs/1410.4792},
year={2014}
}
Steorts, Ventura, Sadinle, and
Fienberg (2014). "
A Comparison of Blocking
Methods for Record Linkage. "
Privacy in Statistical Databases (Lecture Notes in Computer Science 8744), ed. J. Domingo-Ferrer, Springer, 253-268.
arXiv | +BibTeX
@inproceedings{steorts_2014_hash,
title={{A Comparison of Blocking
Methods for Record Linkage }},
author={Steorts, R., Ventura, S., Sadinle, M., and Fienberg, S.},
booktitle={Privacy in Statistical Databases},
pages={253--268},
year={2014},
organization={Springer},
year={2014}
}
Steorts, Hall, and Fienberg (2014). "SMERED: A Bayesian Approach to Graphical Record Linkage and De-duplication. " JMLR W&CP, 29(1), 922-930.
arXiv | +BibTeX
@INPROCEEDINGS{hall_2011,
author={Steorts, R., Hall, R. and Fienberg, S.},
title={{SMERED: A Bayesian Approach to Graphical Record Linkage and De-duplication. }},
booktitle = {"AISTATS"},
year = {2014},
url = {http://arxiv.org/abs/1403.0211}
month = {April}
}
Ghosh and Steorts
(2013). "Two-stage Bayesian benchmarking as applied to small area estimation ," TEST, 22(4), 670-687.
arXiv | +BibTeX
@article{ghosh_2013,
title={{Two-stage Bayesian benchmarking as applied to small area estimation},
author={Ghosh, M. and Steorts, R.},
journal={TEST},
volume={22},
number={4},
pages={670-687},
year={2013},
}
Steorts and Ghosh
(2013). "On estimation of mean squared errors of benchmarked
empirical Bayes estimators ," Statistica Sinica, 23 (2).
PDF | +BibTeX
@article{Steorts_2013,
title={{On estimation of mean squared errors of benchmarked
empirical Bayes estimators }},
author={Steorts, R. and Ghosh, M.},
journal={Statistica Sinica},
volume={23},
number={2},
year={2013},
}
Hall, Steorts, and Fienberg (2012).
"Bayesian parametric and nonparametric inference for multiple record linkage ," Modern Nonparametric Methods in Machine Learning Workshop , NIPS.
PDF | +BibTeX
@INPROCEEDINGS{hall_2011,
author={Hall, R., Steorts, R., and Fienberg, S.},
title={{Bayesian parametric and nonparametric inference for multiple record linkage }},
booktitle = {"Modern Nonparametric Methods in Machine Learning Workshop"},
year = {2012},
month = {December}
}
Datta, Ghosh, Steorts, and Maples
(2011). "Bayesian benchmarking with applications to small area estimation," TEST, 20(3), 574-588.
PDF | +BibTeX
@article{datta_2011,
title={{Bayesian benchmarking with applications to small area estimation }},
author={Datta G., Ghosh, M. Steorts, R., and Maples M.},
journal={TEST},
volume={20},
number={3},
pages = {574-588}
year={2011},
}
Theses
Rebecca C. Steorts, "Bayes and Empirical Bayes Benchmarking for Small Area Estimation," Doctoral Thesis, University of Florida, April 2012.
PDF | +BibTeX
@PHDTHESIS{Steorts:12,
AUTHOR = "Steorts, Rebecca C..",
TITLE = "Bayes and Empirical Bayes Benchmarking for Small Area Estimation",
SCHOOL = "UF",
YEAR = "2012",
type = "PhD Thesis",
address = "Gainesville, FL",
}