The Data-Adaptive Fellegi-Sunter Model for Probabilistic Record Linkage: Algorithm Development and Validation for Incorporating Missing Data and Field Selection
The Data-Adaptive Fellegi-Sunter Model for Probabilistic Record Linkage: Algorithm Development and Validation for Incorporating Missing Data and Field Selection
Xiaochun Li
1
* , PhD ;
Huiping Xu
1
* , PhD ;
Shaun Grannis
2
, MD
1
Department of Biostatistics and Health Data Science, Indiana University School of Medicine, The Richard M. Fairbanks School of Public Health, Indianapolis, IN, United States
2
Data and Analytics, Regenstrief Institute Inc., Indiana University School of Medicine, Indianapolis, IN, United States
*these authors contributed equally
Corresponding Author:
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Xiaochun Li, PhD
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Department of Biostatistics and Health Data Science
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Indiana University School of Medicine
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The Richard M. Fairbanks School of Public Health
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HITS, Suite 3000
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410 W 10th St.
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Indianapolis, IN, 46202
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United States
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Phone:
1 317 274 2696
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Email: xiaochun@iu.edu