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Generalized Bayesian Record Linkage and Regression with Exact Error Propagation [PDF]
Steorts, R.C., Tancredi, A., Liseo, B. Generalized Bayesian Record
Linkage and Regression with Exact Error Propagation, PSD (2018), 2018 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 such databases, the downstream task is any inferential, predictive, or post-linkage task on the linked data.
A Tancredi +17 more
arxiv +4 more sources
A blinded evaluation of privacy preserving record linkage with Bloom filters
BMC Medical Research Methodology, 2022 Background Privacy preserving record linkage (PPRL) methods using Bloom filters have shown promise for use in operational linkage settings. However real-world evaluations are required to confirm their suitability in practice.
Sean Randall +6 more
doaj +2 more sources
RLT-S: A Web System for Record Linkage. [PDF]
PLoS ONE, 2015 Record linkage integrates records across multiple related data sources identifying duplicates and accounting for possible errors. Real life applications require efficient algorithms to merge these voluminous data sources to find out all records belonging
Abdullah-Al Mamun +2 more
doaj +10 more sources
Undiagnosed dementia in primary care: A record linkage study [PDF]
, 2020 BackgroundThe number of people living with dementia is greater than the number with a diagnosis of dementia recorded in primary care. This suggests that a significant number are living with dementia that is undiagnosed.
Aldus, Clare +11 more
core +3 more sources
Bayesian Record Linkage with Variables in One File [PDF]
Statistics in Medicine, 2023, 2023 In many healthcare and social science applications, information about units is dispersed across multiple data files. Linking records across files is necessary to estimate the associations of interest. Common record linkage algorithms only rely on similarities between linking variables that appear in all the files.
Gutman, Roee +2 more
arxiv +3 more sources
Historical Census Record Linkage. [PDF]
Annual Review of Sociology, 2018 For the past 80 years, social scientists have been linking historical censuses across time to study economic and geographic mobility. In recent decades, the quantity of historical census record linkage has exploded, owing largely to the advent of new ...
S. Ruggles +2 more
semanticscholar +4 more sources
Interactive Record Linkage [PDF]
Demographic Research, 2000 In order to carry out demographic analyses at individual and group levels, a manual method of linking individual event records from parish registers was developed in the late 1950s. In order to save time and to work with larger areas than small parishes,
Eli Fure
doaj +2 more sources
Bayesian Propagation of Record Linkage Uncertainty into Population Size Estimation of Human Rights Violations [PDF]
Annals of Applied Statistics 2018, Volume 12, Number 2, 1013-1038, 2018 Multiple-systems or capture-recapture estimation are common techniques for population size estimation, particularly in the quantitative study of human rights violations. These methods rely on multiple samples from the population, along with the information of which individuals appear in which samples.
Mauricio Sadinle
arxiv +3 more sources
A Comparison of Blocking Methods for Record Linkage [PDF]
arXiv, 2014 Record linkage seeks to merge databases and to remove duplicates when unique identifiers are not available. Most approaches use blocking techniques to reduce the computational complexity associated with record linkage. We review traditional blocking techniques, which typically partition the records according to a set of field attributes, and consider ...
A. Goldenberg +10 more
arxiv +3 more sources
An open-source probabilistic record linkage process for records with family-level information: Simulation study and applied analysis. [PDF]
PLoS One, 2023 Research with administrative records involves the challenge of limited information in any single data source to answer policy-related questions. Record linkage provides researchers with a tool to supplement administrative datasets with other information ...
Prindle J, Suthar H, Putnam-Hornstein E.
europepmc +2 more sources