典型文献
The Proportional Mean Residual Life Regression Model with Cure Fraction and Auxiliary Covariate
文献摘要：
As biological studies become more expensive to conduct,it is a frequently encountered question that how to take advantage of the available auxiliary covariate information when the exposure variable is not measured.In this paper,we propose an induced cure rate mean residual life time regression model to accommodate the survival data with cure fraction and auxiliary covariate,in which the exposure variable is only assessed in a validation set,but a corresponding continuous auxiliary covariate is ascertained for all subjects in the study cohort.Simulation studies elucidate the practical performance of the proposed method under finite samples.As an illustration,we apply the proposed method to a heart disease data from the Study of Left Ventricular Dysfunction.
文献关键词：
中图分类号：
作者姓名：
Shao-jia JIN;Yan-yan LIU;Guang-cai MAO;Ming-yu SHAN
作者机构：
School of Mathematics and Statistics,Wuhan University,Wuhan 430072,China;School of Mathematics and Statistics,Central China Normal University,Wuhan 430079,China
文献出处：
引用格式：
[1]Shao-jia JIN;Yan-yan LIU;Guang-cai MAO;Ming-yu SHAN-.The Proportional Mean Residual Life Regression Model with Cure Fraction and Auxiliary Covariate)[J].应用数学学报（英文版）,2022(02):312-323
A类：
Covariate
B类：
Proportional,Mean,Residual,Life,Regression,Model,Cure,Fraction,Auxiliary,biological,studies,become,more,expensive,conduct,frequently,encountered,question,that,how,take,advantage,available,auxiliary,covariate,information,when,exposure,variable,not,measured,In,this,paper,we,induced,cure,rate,mean,residual,life,regression,model,accommodate,survival,data,fraction,which,only,assessed,validation,set,but,corresponding,continuous,ascertained,all,subjects,study,cohort,Simulation,elucidate,practical,performance,proposed,method,under,finite,samples,illustration,apply,heart,disease,from,Study,Left,Ventricular,Dysfunction
AB值：
0.689565
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