Rebecca Steorts

Rebecca Steorts

Duke University

H-index: 16

North America-United States

About Rebecca Steorts

Rebecca Steorts, With an exceptional h-index of 16 and a recent h-index of 13 (since 2020), a distinguished researcher at Duke University, specializes in the field of Bayesian methods, record linkage, machine learning, clustering, human rights.

His recent articles reflect a diverse array of research interests and contributions to the field:

Convergence Diagnostics for Entity Resolution

Efficient and Scalable Bipartite Matching with Fast Beta Linkage (fabl)

Transformed Fay-Herriot model with measurement error in covariates

Novel Blocking Techniques and Distance Metrics for Record Linkage

On Computing the Jaro Similarity Between Two Strings

A Primer on the Data Cleaning Pipeline

Recent Advances in Data Integration

Bayesian Graphical Entity Resolution using Exchangeable Random Partition Priors

Rebecca Steorts Information

University

Position

___

Citations(all)

1575

Citations(since 2020)

847

Cited By

1537

hIndex(all)

16

hIndex(since 2020)

13

i10Index(all)

22

i10Index(since 2020)

20

Email

University Profile Page

Duke University

Google Scholar

View Google Scholar Profile

Rebecca Steorts Skills & Research Interests

Bayesian methods

record linkage

machine learning

clustering

human rights

Top articles of Rebecca Steorts

Title

Journal

Author(s)

Publication Date

Convergence Diagnostics for Entity Resolution

Serge Aleshin-Guendel

Rebecca C Steorts

2024/4/22

Efficient and Scalable Bipartite Matching with Fast Beta Linkage (fabl)

Bayesian Analysis

Brian Kundinger

Jerome P Reiter

Rebecca C Steorts

2024/1

Transformed Fay-Herriot model with measurement error in covariates

Communications in Statistics-Simulation and Computation

Sepideh Mosaferi

Malay Ghosh

Rebecca C Steorts

2023/5/4

Novel Blocking Techniques and Distance Metrics for Record Linkage

Nachiket Deo

Joyanta Basak

Ahmed Soliman

Daniel Weinberg

Rebecca Steorts

...

2023/11/22

On Computing the Jaro Similarity Between Two Strings

Joyanta Basak

Ahmed Soliman

Nachiket Deo

Kenneth Haase

Anup Mathur

...

2023/10/8

A Primer on the Data Cleaning Pipeline

Journal of Survey Statistics and Methodology

Rebecca C Steorts

2023/6/1

Recent Advances in Data Integration

Joseph W Sakshaug

Rebecca C Steorts

2023/6/1

Bayesian Graphical Entity Resolution using Exchangeable Random Partition Priors

Journal of Survey Statistics and Methodology

Neil G Marchant

Benjamin IP Rubinstein

Rebecca C Steorts

2023/6/1

A Practical Approach to Proper Inference with Linked Data

The American Statistician

Andee Kaplan

Brenda Betancourt

Rebecca C Steorts

2022/10/2

Random partition models for microclustering tasks

Journal of the American Statistical Association

Brenda Betancourt

Giacomo Zanella

Rebecca C Steorts

2022/9/14

On the reliability of multiple systems estimation for the quantification of modern slavery

Journal of the Royal Statistical Society Series A: Statistics in Society

Olivier Binette

Rebecca C Steorts

2022/4

(Almost) All of Entity Resolution

Science Advances

Olivier Binette

Rebecca C Steorts

2022

d-blink: Distributed End-to-End Bayesian Entity Resolution

Journal of Computational and Graphical Statistics

Neil G Marchant

Andee Kaplan

Daniel N Elazar

Benjamin IP Rubinstein

Rebecca C Steorts

2021/2/16

Development, implementation, and evaluation of an in-hospital optimized early warning score for patient deterioration

MDM policy & practice

Cara O’Brien

Benjamin A Goldstein

Yueqi Shen

Matthew Phelan

Curtis Lambert

...

2020/1

Probabilistic Blocking and Distributed Bayesian Entity Resolution

Ted Enamorado

Rebecca C Steorts

2020

A unified framework for de-duplication and population size estimation (with discussion)

Bayesian Analysis

N Ju

N Biswas

PE Jacob

G Mena

J O'Leary

...

2020/6/1

Prediction of appointment no-shows using electronic health records

Journal of Applied Statistics

Qiaohui Lin

Brenda Betancourt

Benjamin A Goldstein

Rebecca C Steorts

2020/5/18

Smoothing and Benchmarking for Small Area Estimation with Application to Rental Prices in Berlin

International Statistical Review

Rebecca Steorts

Timo Schmid

Nikos Tzavidis

2020

See List of Professors in Rebecca Steorts University(Duke University)

Co-Authors

H-index: 46
Benjamin A. Goldstein

Benjamin A. Goldstein

Duke University

H-index: 17
Daniele Durante

Daniele Durante

Università Commerciale Luigi Bocconi

H-index: 16
Jeffrey W Miller

Jeffrey W Miller

Harvard University

H-index: 16
Beidi Chen

Beidi Chen

Stanford University

H-index: 13
Armando Bedoya

Armando Bedoya

Duke University

H-index: 12
Mauricio Sadinle

Mauricio Sadinle

University of Washington

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