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Regression analysis under probabilistic multi-linkage

Journal Article


Abstract


  • "Linkage errors can occur when probability-based methods are used to link records from two distinct data sets corresponding to the same target population. Current approaches to modifying standard methods of regression analysis to allow for these errors only deal with the case of two linked data sets and assume that the linkage process is complete, that is, all records on the two data sets are linked. This study extends these ideas to accommodate the situation when more than two data sets are probabilistically linked and the linkage is incomplete."

Publication Date


  • 2012

Citation


  • Kim, G. & Chambers, R. L. (2012). Regression analysis under probabilistic multi-linkage. Statistica Neerlandica, 66 (1), 64-79.

Ro Metadata Url


  • http://ro.uow.edu.au/infopapers/1913

Number Of Pages


  • 15

Start Page


  • 64

End Page


  • 79

Volume


  • 66

Issue


  • 1

Abstract


  • "Linkage errors can occur when probability-based methods are used to link records from two distinct data sets corresponding to the same target population. Current approaches to modifying standard methods of regression analysis to allow for these errors only deal with the case of two linked data sets and assume that the linkage process is complete, that is, all records on the two data sets are linked. This study extends these ideas to accommodate the situation when more than two data sets are probabilistically linked and the linkage is incomplete."

Publication Date


  • 2012

Citation


  • Kim, G. & Chambers, R. L. (2012). Regression analysis under probabilistic multi-linkage. Statistica Neerlandica, 66 (1), 64-79.

Ro Metadata Url


  • http://ro.uow.edu.au/infopapers/1913

Number Of Pages


  • 15

Start Page


  • 64

End Page


  • 79

Volume


  • 66

Issue


  • 1