Modeling partly conditional means with longitudinal data

Journal of the American Statistical Association

Volumn 92, Issue 439, 1997, Pages 991-998

  Pepe, Margaret Sullivan ^a   Couper, David ^b  

^a Fred Hutchinson Cancer Research Center   (United States)

^b UNIVERSITY OF TASMANIA   (Australia)

Author keywords

Generalized estimating equations; Marginal regression; Repeated measures; Survival analysis; Time series

Indexed keywords

EID: 21744435146     PISSN: 01621459     EISSN: 1537274X     Source Type: Journal    
DOI: 10.1080/01621459.1997.10474054     Document Type: Article

References (17)

1. Diggle, P. J., Liang, K Y, and Zeger, S. L.(1994), Analysis of Longitudinal Data, New York: Oxford University Press.
2. Foutz, R V.(1977), "On the Unique Consistent Solution to the Likelihood Equations,"Journal of the American Statistical Association, 72, 147-148.
3. Kalbfleisch, J. D., and Prentice, R L.(1980), The Statistical Analysis of Failure Time Data, New York: Wiley.
4. Kerem, E., Corey, M., Gold, R, and Levison, H.(1990), "Pulmonary Function and Clinical Course in Patients With Cystic Fibrosis After Pulmonary Colonization With Pseudomonas Aeruginosa,"Journal of Pediatrics,116,714-719.
5. Knudson, R J., Lebowitz, M. D., Holberg, C. J., and Burrows, B.(1983), "Changes in the Normal Maximal Expiratory Flow-Volume Curve With Growth and Aging,"American Review of Respiratory Diseases, 127,725-734.
6. Liang, K. Y., and Zeger, S. L.(1986), "Longitudinal Data Analysis Using Generalized Linear Models,"Biometrika, 73, I, 13-22.
7. Oakes, D.(1989), "Bivariate Survival Models Induced by Frailties,"Journal of the American Statistical Association, 84, 487-493.
8. Pepe, M. S., and Anderson, G. L. (1994), "A Cautionary Note on Inference for Marginal Regression Models With Longitudinal Data and General Correlated Response Data," Communications in Statistics, Part B-Simulation and Computation, 23, 939-951.
9. Pepe, M. S., and Cai, J. (1993), "Some Graphical Displays and Marginal Regression Analyses for Recurrent Failure Times and Time-Dependent Covariates,' Journal of the American Statistical Association, 88, 811-820.
10. Pepe, M. S., Longton, G., and Thomquist, M. (1991), "A Qualifier Q for the Survival Function to Describe the Prevalence of a Transient Condition" Statistics in Medicine, 10, 413-421.
11. Prentice, R L., Williams, B. J., and Peterson, A. V.(1981), "On the Regression Analysis of Multivariate Failure Time Data,"Biometrika, 68,373-379.
12. Sayer, H., Bowden, R, Pepe, M. S., and Longton, G.(1994), "Increased Risk of Infection in Marrow Transplant Patients Given Methylprednisolone for Graft-Versus-Host Disease Prevention,"Blood, 84, 1328-1332.
13. Storb, R., Pepe, M., Appelbaum, F. R., Beatty, P., Doney, K., Martin, P., Stewart, P., Sullivan, K M., Witherspoon, R., Bensinger, W., Buckner, C. D., Clift, R, Hansen, J., Longton, G., Loughran, T., Petersen, F. B., Singer, J., Sanders, J., and Thomas, E. D.(1990), "What Role for Prednisone in Prevention of Acute Graft-Versus-Host Disease in Patients Undergoing Marrow Transplants?"Blood, 76, 1037-1045.
14. Ware, J. H., Lipsitz, S., and Speizer, F. E. (1988), "Issues in the Analysis of Repeated Categorical Outcomes," Statistics in Medicine, 7, 95-107.
15. Wei, L. J., Lin, D. Y., and Weissfeld, L.(1989), "Regression Analysis of Multivariate Incomplete Failure Time Data by Modeling Marginal Dis. tributions,'Journal of the American Statistical Association, 84, 1065-1073.
16. Zeger, S. L., and Liang, K Y.(1992), "An Overview of Methods for the Analysis of Longitudinal Data,"Statistics in Medicine, 11, 1825-1839.
17. Zeger, S. L., and Liang, K Y. (1986), "Longitudinal Data Analysis for Discrete and Continuous Outcomes,"Biometrics, 42, 121-130.