Generalized estimating equations: A hybrid approach for mean parameters in multivariate regression models

Statistical Modeling

Volumn 2, Issue 3, 2002, Pages 163-181

  Lange, Christoph ^a   Whittaker, John C ^b   Macgregor, Alex J ^c  

^a HARVARD SCHOOL OF PUBLIC HEALTH   (United States)

^b IMPERIAL COLLEGE SCHOOL OF MEDICINE   (United Kingdom)

^c ST THOMAS HOSPITAL   (United Kingdom)

Author keywords

association mapping; GEE; GEE2

Indexed keywords

EID: 84993708252     PISSN: 1471082X     EISSN: None     Source Type: Journal    
DOI: 10.1191/1471082x02st031oa     Document Type: Article

References (21)

1. Andrew T., Reed P., Mak Y.T., McGregor A.J., Spector T.D. (2002) Association of heel ultrasound measurements, bone mineral density and bone turnover markers with the osteocalcin gene in female dizygotic twins. Osteoporosis International, 13, 745-754.
2. Balding D., Bishop M., Cannings C. (2001) Hand book of Statistical Genetics. New York: Wiley.
3. Brockwell P.J., Davis R.A. (1991) Time series: Theory and Methods. Springer Verlag: New York.
4. Chaganty N.R., Shults J. (1999) On the eliminating of the asymptotic bias in the quasi-least squares estimate of the correlation parameter. Journal of Statistical Planning and Inference, 76, 145-161.
5. Clayton D. (2001) Population association. In Balding et al., eds. Handbook of Statistical Genetics. New York: John Wiley, 519-540.
6. Deuflhard P., Hohmann A. (1993) Numerische Mathematik I, Eine algorithmisch orientierte Einfuehrung. Walter de Gruyter: Berlin.
7. Hämmerlin G., Hoffmann K.H. (1994) Numerische Mathematik, Springer Verlag: Berlin.
8. Jansen R.C. (1994) High resolution of quantitative traits into multiple loci via interval mapping. Genetics, 136, 1447-1455.
9. Knott S.A., Haley C.S. (2000) Multitrait least squares for quantitative trait loci detection. Genetics, 158, 899-911.
10. Lange C., Silverman E., Xu X., Weiss S., Laird N.M. (2002) A multivariate transmission disequilibrium test. Biostatistics, in press.
11. Lange C., Whittaker J.C. (2001) A generalized estimating equation approach to mapping of quantitative trait loci (qtl). Genetics, 159, 1325-1337.
12. Liang K-Y, Zeger S.L. (1986) Longitudinal data analysis using generalized linear models. Biometrika, 73(1), 13-22.
13. Lipsitz S.R., Laird N.M., Harrington D.P. (1991) Generalized estimating equations for correlated binary data using the odds ratio as a measure of association. Biometrika, 78(1), 153-160.
14. McCullagh P. (1992) Discussion. Journal of the Royal Statistical Society, B, 54(1), 3-40.
15. Prentice R., Zhao L. (1991) Estimating equations for parameters in means and covariance of multivariate discrete and continuous response. Biometrics, 47, 825-839.
16. Press, W.H., Flannery B.P., Teukolsky S.A., Vetterling W.T. (1991) Numerical Recipes in C. Cambridge University Press: Cambridge, UK.
17. Schulze T.G., McMahon F.J. (2002) Genetic association mapping at the crossroads: Which test and why? Overview and practical guidelines. American Journal of Medical Genetics, 114, 1-11.
18. Shults J., Chaganty N.R. (1999) Analysis of serially correlated data using quasi-least squares. Biometrics, 54.
19. Zeger S.L. (1988) A regression model for time series of counts. Biometrika, 75(4), 621-629.
20. Zeng Z-B (1994) Precision mapping of quantitative trait loci. Genetics, 136, 1457-1468.
21. Zhao H. (2000) Family-based association studies. Statistical Methods in Medical Research, 9, 563-587.