Regression analysis under probabilistic multi-linkage

Authors

Gunky Kim, University of WollongongFollow
Raymond Chambers, University of WollongongFollow

RIS ID

47931

Publication Details

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

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."

Grant Number

ARC/DP0879520

Additional Grant Number

http://purl.org/au-research/grants/ARC/DP0879520