Regression with Censored Data
比较了四种不依赖特定生存分布假设的删失数据回归方法,并用斯坦福心脏移植数据评估其表现,帮助研究者选择合适方法。
There are four regression techniques currently available for use with censored data which do not assume particular parametric families of survival distributions. They are due to (i) Cox (1972), (ii) Miller (1976), (iii) Buckley & James (1979), and (iv) Koul, Susarla & Van Ryzin (1981). These four methods are described, and their performances compared on the updated Stanford heart transplant data. Conclusions on the usefulness of the four procedures are drawn.