Regression Analysis of Data Files that Are Computer Matched

Fritz J. Scheuren

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Data Quality and Management Statistical Methods and Applications Statistical Methods and Bayesian Inference

Abstract

This paper focuses on how to deal with record linkage errors when engaged in regression analysis Recent work by Rubin and Belin 1991 and by Winkler and Thibaudeau 1991 provides the theory computational algorithms and software necessary for estimating matching probabilities These advances allow us to update the work of Neter My1esandRamanathan-i965 Adjustment-procedures-are-outlined-and-some-successful-simulationsaredescribed Our results are preliminary and intended largely to stimulate further work

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2014Evaluating bias due to data linkage error in electronic healthcare records 2012A Bayesian Procedure for File Linking to Analyze End-of-Life Medical Costs 2012The analysis of record‐linked data using multiple imputation with data value priors 2012Regression analysis under incomplete linkage 2009Regression Analysis of Probability-Linked Data 2013Privacy preserving interactive record linkage (PPIRL)2001Record Linkage 2011Regression Analysis under Probabilistic Multi‐Linkage

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