Regression analysis under probabilistic multi-linkage

Statistica Neerlandica

Volumn 66, Issue 1, 2012, Pages 64-79

  Kim, Gunky ^a   Chambers, Raymond ^a  

^a UNIVERSITY OF WOLLONGONG   (Australia)

Author keywords

Estimating equations; Linear regression; Linkage errors; Probabilistic record linkage

Indexed keywords

EID: 84855826258     PISSN: 00390402     EISSN: 14679574     Source Type: Journal    
DOI: 10.1111/j.1467-9574.2011.00509.x     Document Type: Article

References (18)

1. Adams, M. M., H. G. Wilson, D. L. Casto, C. J. Berg, J. M. McDermott and J. A. Gaudino (1997), Constructing reproductive histories by linking vital records. American Journal of Epidemiology 145, 339-348.
2. Bishop, G. and J. Khoo (2007), Methodology of evaluating the quality of probabilistic linking. 1351.0.55.018, Australian Bureau of Statistics.
3. Brook, E. L., D. L. Rosman and C. D. Holman (2008), Public good through data linkage: measuring research output from the Western Australian data linkage system. Australian and New Zealand Journal of Public Health 32, 19-23.
4. Chambers, R. (2009), Regression analysis of probability-linked data. Statisphere, 4, Official Statistics Research Series, Statistics New Zealand.
5. Fellegi, I. P. and A. B. Sunter (1969). A theory for record linkage. Journal of the American Statistical Association 64, 1183-1210.
6. Godambe, V. (1960), An optimum property of regular maximum likelihood estimation. The Annals of Mathematical Statistics 41, 1208-1211.
7. Holman, C. D., A. J. Bass, I. L. Rouse and M. S. Hobbs (1998), Population-based linkage of health records in Western Australia: development of a health services research linked database. Australian and New Zealand Journal of Public Health 23, 453-459.
8. Kelman, C. W., A. J. Bass and C. D. Holman (2002), Research use of linked health data - a best practice protocol. Australian and New Zealand Journal of Public Health 26, 251-255.
9. Kim, G. and R. Chambers (2009), Regression analysis under incomplete linkage. Working Paper Series 17-09, Centre for Statistical and Survey Methodology, University of Wollongong.
10. Kim, G. and R. Chambers (2010), Regression analysis for longitudinally linked data. Working Paper Series 22-10, Centre for Statistical and Survey Methodology, University of Wollongong.
11. Lahiri, P. and M. D. Larsen (2005), Regression analysis with linked data. Journal of the American Statistical Association 100, 222-230.
12. Moorin, R. E. and C. D. Holman (2008), The cost of in-patient case in Western Australia in the last years of life: a population-based data linkage study. Health Policy 85, 380-390.
13. Neter, J., E. S. Maynes and R. Ramanathan (1965), The effect of mismatching on the measurement of response error. Journal of the American Statistical Association 60, 1005-1027.
14. Rotermann, M. (2009), Evaluation of the coverage of linked Canadian Community Health Survey and hospital inpatient records. Health Reports 20, 45-51.
15. Scheuren, F. and W. E. Winkler (1993), Regression analysis of data files that are computer matched. Survey Methodology 19, 39-58.
16. Scheuren, F. and W. E. Winkler (1997), Regression analysis of data files that are computer matched - Part II. Survey Methodology 23, 157-165.
17. Wilkins, K., M. Shields and M. Rothermann (2009), Smoker's use of acute care hospitals - a prospective study. Health Reports 20, 75-83.
18. Zhao, Y., C. Connors, J. Wright and S. Guthridge (2008), Estimating chronic disease prevalence among the remote aboriginal population of the northern territory using multiple data sources. Australian and New Zealand Journal of Public Health 32, 307-313.