Application of Bayesian probabilistic linkage model in birth and death data linking

Application of Bayesian probabilistic linkage model in birth and death data linking

ObjectiveTo elucidate the principles and methods of the Bayesian probabilistic linkage model， and to demonstrate the effect of applying the model in linking birth and death data.MethodsThrough the Shanghai birth and death registration system， data of 199 025 infants born in 2017 and 1 512 infants wh...

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Bibliographic Details
Main Authors: YU Huiting, CAI Renzhi, LIN Weixiao, NI Jingyi, QIAN Naisi, XIA Tian, WU Fan
Format: Article
Language:zho
Published: Shanghai Preventive Medicine Association 2024-01-01
Series:Shanghai yufang yixue
Subjects:
multi-source data
bayesian probabilistic linkage model
jaro-winkler algorithm
confusion matrix
Online Access:http://www.sjpm.org.cn/cn/article/doi/10.19428/j.cnki.sjpm.2024.23137

Internet

http://www.sjpm.org.cn/cn/article/doi/10.19428/j.cnki.sjpm.2024.23137

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