Confidence bands for cumulative incidence curves under the additive risk model

Biometrics
Y Shen, S C Cheng

Abstract

In the context of competing risks, the cumulative incidence function is often used to summarize the cause-specific failure-time data. As an alternative to the proportional hazards model, the additive risk model is used to investigate covariate effects by specifying that the subject-specific hazard function is the sum of a baseline hazard function and a regression function of covariates. Based on such a formulation, we present an approach to constructing simultaneous confidence intervals for the cause-specific cumulative incidence function of patients with given risk factors. A melanoma data set is used for the purpose of illustration.

References

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Citations

Aug 30, 2008·Lifetime Data Analysis·Thomas H Scheike, Mei-Jie Zhang
Sep 16, 2008·Lifetime Data Analysis·Per Kragh Andersen, Maja Pohar Perme
Dec 17, 2009·Lifetime Data Analysis·Donglin Zeng, Jianwen Cai
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Apr 2, 2016·Scandinavian Journal of Statistics, Theory and Applications·Peng HeMei-Jie Zhang
May 1, 2008·Expert Review of Clinical Pharmacology·Mei-Jie ZhangThomas H Scheike
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Apr 3, 2012·Journal of Statistical Planning and Inference·Seunggeun HyunYanqing Sun
Aug 21, 2010·Computer Methods and Programs in Biomedicine·Xu Zhang, Mei-Jie Zhang
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