典型文献
Regression Analysis of Interval-Censored Data with Informative Observation Times Under the Accelerated Failure Time Model
文献摘要：
This paper discusses regression analysis of interval-censored failure time data arising from the accelerated failure time model in the presence of informative censoring.For the problem,a sieve maximum likelihood estimation approach is proposed and in the method,the copula model is employed to describe the relationship between the failure time of interest and the censoring or observation process.Also I-spline functions are used to approximate the unknown functions in the model,and a simulation study is carried out to assess the finite sample performance of the proposed approach and suggests that it works well in practical situations.In addition,an illustrative example is provided.
文献关键词：
中图分类号：
作者姓名：
ZHAO Shishun;DONG Lijian;SUN Jianguo
作者机构：
Center for Applied Statistical Research,School of Mathematics,Jilin University,Changchun 130012,China;Department of Statistics,University of Missouri,Columbia,MO 65211,USA
文献出处：
引用格式：
[1]ZHAO Shishun;DONG Lijian;SUN Jianguo-.Regression Analysis of Interval-Censored Data with Informative Observation Times Under the Accelerated Failure Time Model)[J].系统科学与复杂性学报（英文版）,2022(04):1520-1534
A类：
Censored,censoring
B类：
Regression,Analysis,Interval,Data,Informative,Observation,Times,Under,Accelerated,Failure,Model,This,paper,discusses,regression,analysis,interval,censored,failure,data,arising,from,accelerated,model,presence,informative,For,problem,sieve,maximum,likelihood,estimation,approach,proposed,method,copula,employed,describe,relationship,between,interest,observation,process,Also,spline,functions,are,used,approximate,unknown,simulation,study,carried,out,assess,finite,sample,performance,suggests,that,works,well,practical,situations,addition,illustrative,example,provided
AB值：
0.670896
相似文献
机标中图分类号，由域田数据科技根据网络公开资料自动分析生成，仅供学习研究参考。
