Bayesian Estimation of Bipartite Matchings for Record Linkage

The bipartite record linkage task consists of merging two disparate datafiles containing information on two overlapping sets of entities. This is nontrivial in the absence of unique identifiers and it is important for a wide variety of applications given that it needs to be solved whenever we have t...

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Veröffentlicht in:	Journal of the American Statistical Association 2017-06, Vol.112 (518), p.600-612
1. Verfasser:	Sadinle, Mauricio
Format:	Artikel
Sprache:	eng
Schlagworte:	Assignment problem Bayes estimate Bayesian analysis Casualties Data matching Estimators Fellegi-Sunter decision rule Matching Mixture model Reject option Statistics Theory and Methods Uncertainty
Online-Zugang:	Volltext
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