Bias in progression‐free survival analysis due to intermittent assessment of progression

作者: Leilei Zeng , Richard J. Cook , Lan Wen , Audrey Boruvka

DOI: 10.1002/SIM.6529

关键词:

摘要: Cancer clinical trials are routinely designed to assess the effect of treatment on disease progression and death, often in terms a composite endpoint called progression‐free survival. When status is known only at periodic assessment times, time interval censored, complications arise analysis Despite advances methods for dealing with interval‐censored data, naive such as right‐endpoint imputation widely adopted this setting. We examine asymptotic empirical properties estimators marginal survival functions associated effects under scheme. Specifically, we explore determinants bias point out that there typically loss power tests effects. Copyright © 2015 John Wiley & Sons, Ltd.

参考文章(28)
Christopher H. Jackson, Multi-State Models for Panel Data: The msm Package for R Journal of Statistical Software. ,vol. 38, pp. 1- 28 ,(2011) , 10.18637/JSS.V038.I08
David Dejardin, Emmanuel Lesaffre, Geert Verbeke, Joint modeling of progression-free survival and death in advanced cancer clinical trials Statistics in Medicine. ,vol. 29, pp. 1724- 1734 ,(2010) , 10.1002/SIM.3918
Longyang Wu, Richard J. Cook, Misspecification of Cox regression models with composite endpoints Statistics in Medicine. ,vol. 31, pp. 3545- 3562 ,(2012) , 10.1002/SIM.5436
D. Y. Lin, L. J. Wei, The Robust Inference for the Cox Proportional Hazards Model Journal of the American Statistical Association. ,vol. 84, pp. 1074- 1078 ,(1989) , 10.1080/01621459.1989.10478874
Halbert White, Maximum likelihood estimation of misspecified models Econometrica. ,vol. 50, pp. 1- 25 ,(1982) , 10.2307/1912004
Nadine Binder, Martin Schumacher, Missing information caused by death leads to bias in relative risk estimates. Journal of Clinical Epidemiology. ,vol. 67, pp. 1111- 1120 ,(2014) , 10.1016/J.JCLINEPI.2014.05.010
C. A. STRUTHERS, J. D. KALBFLEISCH, Misspecified proportional hazard models Biometrika. ,vol. 73, pp. 363- 369 ,(1986) , 10.1093/BIOMET/73.2.363
Everardo D. Saad, Artur Katz, Marc Buyse, Overall Survival and Post-Progression Survival in Advanced Breast Cancer: A Review of Recent Randomized Clinical Trials Journal of Clinical Oncology. ,vol. 28, pp. 1958- 1962 ,(2010) , 10.1200/JCO.2009.25.5414