Generalised linear models for correlated pseudo‐observations, with applications to multi‐state models

作者: P. K. Andersen

DOI: 10.1093/BIOMET/90.1.15

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摘要: will be in a given state at some time, is complex nonlinear function of the intensity regression coefficients. We present technique which models probabilities directly. This method based on pseudo-values from jackknife statistic constructed simple summary estimates probabilities. These are then used generalised estimating equation to obtain model parameters. illustrate how this works by studying examples common problems. apply acute graft-versus-host disease bone marrow transplants.

参考文章(17)
P. J. Cheek, P. McCullagh, J. A. Nelder, Generalized Linear Models, 2nd Edn. Applied Statistics. ,vol. 39, pp. 385- 386 ,(1990) , 10.2307/2347392
Scott L. Zeger, Kung-Yee Liang, Longitudinal data analysis for discrete and continuous outcomes. Biometrics. ,vol. 42, pp. 121- 130 ,(1986) , 10.2307/2531248
Margaret Sullivan Pepe, Gary Longton, Mark Thornquist, A qualifier Q for the survival function to describe the prevalence of a transient condition Statistics in Medicine. ,vol. 10, pp. 413- 421 ,(1991) , 10.1002/SIM.4780100313
RUPERT G. MILLER, The jackknife-a review Biometrika. ,vol. 61, pp. 1- 15 ,(1974) , 10.1093/BIOMET/61.1.1
Margaret Sullivan Pepe, Inference for Events with Dependent Risks in Multiple Endpoint Studies Journal of the American Statistical Association. ,vol. 86, pp. 770- 778 ,(1991) , 10.1080/01621459.1991.10475108
Robert J Tibshirani, Bradley Efron, An introduction to the bootstrap ,(1993)
Per Kragh Andersen, Lars Sommer Hansen, Niels Keiding, Assessing the influence of reversible disease indicators on survival. Statistics in Medicine. ,vol. 10, pp. 1061- 1067 ,(1991) , 10.1002/SIM.4780100706
Terry M. Therneau, P. McCullagh, J. A. Nelder, Generalized linear models. 2nd ed. Journal of the American Statistical Association. ,vol. 88, pp. 698- ,(1993) , 10.2307/2290358
John P. Klein, Niels Keiding, Youyi Shu, Richard M. Szydlo, John M. Goldman, Summary curves for patients transplanted for chronic myeloid leukaemia salvaged by a donor lymphocyte infusion: the current leukaemia-free survival curve British Journal of Haematology. ,vol. 109, pp. 148- 152 ,(2000) , 10.1046/J.1365-2141.2000.01982.X