Cox Regression Model
Cox Regression Model
复制标题
考克斯回归模型
DOI:
10.1002/0470011815.b2a11013
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发表时间:
2005
影响因子:
1.3
通讯作者:
P. Sasieni
中科院分区:
文献类型:
--
作者:
P. Sasieni
In 1972, D.R. Cox proposed the semiparametric model
for the hazard at time t for an individual with covariates z. Here, the hazard is the instantaneous conditional probability of failure at t given that failure has not happened before t.
The Cox model has had enormous influence in the theory and practice of biostatistics, and this article surveys its definition, history, basic use, estimators and algorithms, asymptotic properties, use of time-dependent covariates, model checking, and alternatives and extensions.
Keywords:
survival analysis;
hazard;
proportional hazards model;
time-dependent covariate;
partial likelihood;
semiparametric model;
profile likelihood;
goodness of fit;
accelerated failure time;
censoring;
truncation
影响因子:
1.9
作者:
LAGAKOS, SW;SCHOENFELD, DA
通讯作者:
SCHOENFELD, DA
影响因子:
1.9
作者:
Grambsch, PM;Therneau, TM;Fleming, TR
通讯作者:
Fleming, TR