Regression modeling of competing risk using R: an in depth guide for clinicians

被引：396
作者：
Scrucca, L. [1 ]
Santucci, A. [2 ]
Aversa, F. [2 ]
机构：
[1] Univ Perugia, Stat Sect, Dept Econ Finance & Stat, I-06156 Perugia, Italy
[2] Univ Perugia, Dept Clin & Expt Med, Hematol & Clin Immunol Sect, I-06156 Perugia, Italy
来源：
BONE MARROW TRANSPLANTATION | 2010年 / 45卷 / 09期
关键词：
regression model for competing risk analysis; model selection; R statistical software; instructions for use; sample data base; HSCT recipients; BONE-MARROW TRANSPLANTS; CUMULATIVE INCIDENCE; STATISTICAL-METHODS;
D O I：
10.1038/bmt.2009.359
中图分类号：
Q6 [生物物理学];
学科分类号：
071011 ;
摘要：
We describe how to conduct a regression analysis for competing risks data. The use of an add-on package for the R statistical software is described, which allows for the estimation of the semiparametric proportional hazards model for the subdistribution of a competing risk analysis as proposed by Fine and Gray. J Am Stat Assoc 1999; 94: 496-509. Bone Marrow Transplantation (2010) 45, 1388-1395; doi: 10.1038/bmt.2009.359; published online 11 January 2010
引用
收藏
页码：1388 / 1395
页数：8
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