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Journal of the American Statistical Association Volume 112, 2017 - Issue 518
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Theory and Methods

Bayesian Estimation of Bipartite Matchings for Record Linkage

Mauricio SadinleDepartment of Statistical Science, Duke University, Durham, NC, and the National Institute of Statistical Sciences—NISS, Research Triangle Park, NCCorrespondence[email protected]
Pages 600-612 | Received 01 Jun 2015, Published online: 30 Mar 2017

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Ian Taylor, Andee Kaplan & Brenda Betancourt. (2023) Fast Bayesian Record Linkage for Streaming Data Contexts. Journal of Computational and Graphical Statistics 0:0, pages 1-12.
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Serge Aleshin-Guendel & Mauricio Sadinle. (2023) Multifile Partitioning for Record Linkage and Duplicate Detection. Journal of the American Statistical Association 118:543, pages 1786-1795.
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Thomas Stringham. (2022) Fast Bayesian Record Linkage With Record-Specific Disagreement Parameters. Journal of Business & Economic Statistics 40:4, pages 1509-1522.
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Andee Kaplan, Brenda Betancourt & Rebecca C. Steorts. (2022) A Practical Approach to Proper Inference with Linked Data. The American Statistician 76:4, pages 384-393.
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Huiping Xu, Xiaochun Li & Shaun Grannis. (2022) A simple two-step procedure using the Fellegi–Sunter model for frequency-based record linkage. Journal of Applied Statistics 49:11, pages 2789-2804.
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Neil G. Marchant, Andee Kaplan, Daniel N. Elazar, Benjamin I. P. Rubinstein & Rebecca C. Steorts. (2021) d-blink: Distributed End-to-End Bayesian Entity Resolution. Journal of Computational and Graphical Statistics 30:2, pages 406-421.
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Giacomo Zanella. (2020) Informed Proposals for Local MCMC in Discrete Spaces. Journal of the American Statistical Association 115:530, pages 852-865.
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Articles from other publishers (45)

Serge Aleshin-Guendel & Rebecca C. Steorts. (2024) Convergence Diagnostics for Entity Resolution. Annual Review of Statistics and Its Application 11:1, pages 419-435.
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Huiping Xu, Xiaochun Li, Zuoyi Zhang & Shaun Grannis. (2024) Variable selection for latent class analysis in the presence of missing data with application to record linkage. Statistical Methods in Medical Research.
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Sharmistha Guha & Jerome P. Reiter. (2024) Regression-assisted Bayesian record linkage for causal inference in observational studies with covariates spread over two files. Journal of Statistical Planning and Inference 229, pages 106090.
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Abel Dasylva & Arthur Goussanou. (2024) Making statistical inferences about linkage errors. Japanese Journal of Statistics and Data Science.
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Thanh Huan Vo, Valérie Garès, Li‐Chun Zhang, André Happe, Emmanuel Oger, Stéphane Paquelet & Guillaume Chauvet. (2023) Cox regression with linked data. Statistics in Medicine 43:2, pages 296-314.
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Brian Kundinger, Jerome P. Reiter & Rebecca C. Steorts. (2024) Efficient and Scalable Bipartite Matching with Fast Beta Linkage (fabl). Bayesian Analysis -1:-1.
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Kali S. Thomas, Jen Bunker, Emily Gadbois, Michelle Hilgeman, Ellen McCreedy, Whitney Mills, Katherine A. Ornstein, Jennifer Reckrey & Roee Gutman. (2023) Home-Delivered Meals and Nursing Home Placement Among People With Self-Reported Dementia. JAMA Network Open 6:12, pages e2347195.
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Gauri Kamat, Mingyang Shan & Roee Gutman. (2023) Bayesian record linkage with variables in one file. Statistics in Medicine 42:27, pages 4931-4951.
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Mingyang Shan, Kali S Thomas & Roee Gutman. (2023) A Bayesian MultiLayer Record Linkage Procedure to Analyze Post-Acute Care Recovery of Patients with Traumatic Brain Injury. Biostatistics 24:3, pages 743-759.
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Rebecca C Steorts. (2023) A Primer on the Data Cleaning Pipeline. Journal of Survey Statistics and Methodology 11:3, pages 553-568.
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Neil G Marchant, Benjamin I P Rubinstein & Rebecca C Steorts. (2023) Bayesian Graphical Entity Resolution using Exchangeable Random Partition Priors. Journal of Survey Statistics and Methodology 11:3, pages 569-596.
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Rudolf N. Cardinal, Anna Moore, Martin Burchell & Jonathan R. Lewis. (2023) De-identified Bayesian personal identity matching for privacy-preserving record linkage despite errors: development and validation. BMC Medical Informatics and Decision Making 23:1.
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Thanh Huan Vo, Guillaume Chauvet, André Happe, Emmanuel Oger, Stéphane Paquelet & Valérie Garès. (2023) Extending the Fellegi-Sunter record linkage model for mixed-type data with application to the French national health data system. Computational Statistics & Data Analysis 179, pages 107656.
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Duncan Smith, Mark Elliot & Joseph W. Sakshaug. (2023) To Link or Synthesize? An Approach to Data Quality Comparison. Journal of Data and Information Quality.
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Tianyu Zhan, Yixin Fang & Weili He. 2023. Real-World Evidence in Medical Product Development. Real-World Evidence in Medical Product Development 109 122 .
Sharmistha Guha, Jerome P. Reiter & Andrea Mercatanti. (2022) Bayesian Causal Inference with Bipartite Record Linkage. Bayesian Analysis 17:4.
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Brenda Betancourt, Juan Sosa & Abel Rodríguez. (2022) A prior for record linkage based on allelic partitions. Computational Statistics & Data Analysis 172, pages 107474.
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Abel Dasylva & Arthur Goussanou. (2022) On the consistent estimation of linkage errors without training data. Japanese Journal of Statistics and Data Science 5:1, pages 181-216.
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Shovanur HaqueKerrie Mengersen. (2022) Improved Assessment of the Accuracy of Record Linkage via an Extended MaCSim Approach. Journal of Official Statistics 38:2, pages 429-451.
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Olivier Binette & Rebecca C. Steorts. 2014. Wiley StatsRef: Statistics Reference Online. Wiley StatsRef: Statistics Reference Online 1 9 .
Daniel Ahfock, Saumyadipta Pyne & Geoffrey J. McLachlan. (2022) Statistical file-matching of non-Gaussian data: A game theoretic approach. Computational Statistics & Data Analysis 168, pages 107387.
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Olivier Binette & Rebecca C. Steorts. (2022) (Almost) all of entity resolution. Science Advances 8:12.
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Daniel Manrique-Vallier, Patrick Ball & Mauricio Sadinle. 2022. Statistics in the Public Interest. Statistics in the Public Interest 15 31 .
Shovanur Haque, Kerrie Mengersen & Steven Stern. (2021) Assessing the accuracy of record linkages with Markov chain based Monte Carlo simulation approach. Journal of Big Data 8:1.
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Jerome P. Reiter. 2021. Administrative Records for Survey Methodology. Administrative Records for Survey Methodology 139 153 .
Mingyang Shan, Kali S. Thomas & Roee Gutman. (2021) A multiple imputation procedure for record linkage and causal inference to estimate the effects of home-delivered meals. The Annals of Applied Statistics 15:1.
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Sabyasachi Bera & Snigdhansu Chatterjee. (2020) High dimensional, robust, unsupervised record linkage. Statistics in Transition New Series 21:4, pages 123-143.
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Duncan Smith. (2019) Re‐identification in the Absence of Common Variables for Matching. International Statistical Review 88:2, pages 354-379.
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Paulina Pankowska, Bart F M Bakker, Daniel L Oberski & Dimitris Pavlopoulos. (2020) How Linkage Error Affects Hidden Markov Model Estimates: A Sensitivity Analysis. Journal of Survey Statistics and Methodology 8:3, pages 483-512.
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SHARAD GOEL, MARC MEREDITH, MICHAEL MORSE, DAVID ROTHSCHILD & HOUSHMAND SHIRANI-MEHR. (2020) One Person, One Vote: Estimating the Prevalence of Double Voting in U.S. Presidential Elections. American Political Science Review 114:2, pages 456-469.
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Tigran Avoundjian, Julia C Dombrowski, Matthew R Golden, James P Hughes, Brandon L Guthrie, Janet Baseman & Mauricio Sadinle. (2020) Comparing Methods for Record Linkage for Public Health Action: Matching Algorithm Validation Study. JMIR Public Health and Surveillance 6:2, pages e15917.
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Ted Enamorado & Rebecca C. Steorts. 2020. Privacy in Statistical Databases. Privacy in Statistical Databases 224 239 .
Jiurui Tang, Jerome P. Reiter & Rebecca C. Steorts. 2020. Privacy in Statistical Databases. Privacy in Statistical Databases 209 223 .
Daniel H Weinberg, John M Abowd, Robert F Belli, Noel Cressie, David C Folch, Scott H Holan, Margaret C Levenstein, Kristen M Olson, Jerome P Reiter, Matthew D Shapiro, Jolene D Smyth, Leen-Kiat Soh, Bruce D Spencer, Seth E Spielman, Lars Vilhuber & Christopher K Wikle. (2019) Effects of a Government-Academic Partnership: Has the NSF-CENSUS Bureau Research Network Helped Improve the US Statistical System?. Journal of Survey Statistics and Methodology 7:4, pages 589-619.
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Huiping Xu, Xiaochun Li, Changyu Shen, Siu L. Hui & Shaun Grannis. (2019) Incorporating conditional dependence in latent class models for probabilistic record linkage: Does it matter?. The Annals of Applied Statistics 13:3.
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TED ENAMORADO, BENJAMIN FIFIELD & KOSUKE IMAI. (2019) Using a Probabilistic Model to Assist Merging of Large-Scale Administrative Records. American Political Science Review 113:2, pages 353-371.
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Patrick BallMegan Price. (2019) Using Statistics to Assess Lethal Violence in Civil and Inter-State War. Annual Review of Statistics and Its Application 6:1, pages 63-84.
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Natalie Shlomo. 2019. Data-Driven Policy Impact Evaluation. Data-Driven Policy Impact Evaluation 47 65 .
Ana Kostadinovska, Muhammad Asim, Daniel Pletea & Steffen Pauws. 2019. Data Science for Healthcare. Data Science for Healthcare 217 238 .
Kayla Frisoli & Rebecca Nugent. (2018) Exploring the Effect of Household Structure in Historical Record Linkage of Early 1900s Ireland Census Records. Exploring the Effect of Household Structure in Historical Record Linkage of Early 1900s Ireland Census Records.
Mauricio Sadinle. (2018) Bayesian propagation of record linkage uncertainty into population size estimation of human rights violations. The Annals of Applied Statistics 12:2.
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Dario Briscolini, Loredana Di Consiglio, Brunero Liseo, Andrea Tancredi & Tiziana Tuoto. (2018) New methods for small area estimation with linkage uncertainty. International Journal of Approximate Reasoning 94, pages 30-42.
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Harvey Goldstein, Katie HarronMario Cortina‐Borja. (2017) A scaling approach to record linkage. Statistics in Medicine 36:16, pages 2514-2521.
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Ted Enamorado. (2018) Active Learning for Probabilistic Record Linkage. SSRN Electronic Journal.
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Ted Enamorado, Benjamin Fifield & Kosuke Imai. (2018) Using a Probabilistic Model to Assist Merging of Large-Scale Administrative Records. SSRN Electronic Journal.
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