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A universal procedure for parametric frailty models
Gu, MG; Sun, LQ; Huang, CQ
2004
发表期刊JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION
ISSN0094-9655
卷号74期号:1页码:1-13
摘要A profile likelihood approach is used to derive a universal procedure for survival models with general parametric frailty distributions. An efficient algorithm based on Markov chain Monte Carlo stochastic approximation is proposed to solve the resulting estimating equations. Simulation studies show that the proposed procedure works well and gives accurate estimates. We also illustrate the method with applications to two data sets that have been analyzed in many recent works on frailty models.
关键词censored survival data frailty models general parameter families Markov chain Monte Carlo methods stochastic approximation
DOI10.1080/0094965031000097304
语种英语
WOS研究方向Computer Science ; Mathematics
WOS类目Computer Science, Interdisciplinary Applications ; Statistics & Probability
WOS记录号WOS:000186682400001
出版者TAYLOR & FRANCIS LTD
引用统计
文献类型期刊论文
条目标识符http://ir.amss.ac.cn/handle/2S8OKBNM/921
专题应用数学研究所
通讯作者Gu, MG
作者单位1.Chinese Univ Hong Kong, Dept Stat, Hong Kong, Hong Kong, Peoples R China
2.Chinese Acad Sci, Acad Math & Syst Sci, Inst Appl Math, Beijing, Peoples R China
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Gu, MG,Sun, LQ,Huang, CQ. A universal procedure for parametric frailty models[J]. JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION,2004,74(1):1-13.
APA Gu, MG,Sun, LQ,&Huang, CQ.(2004).A universal procedure for parametric frailty models.JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION,74(1),1-13.
MLA Gu, MG,et al."A universal procedure for parametric frailty models".JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION 74.1(2004):1-13.
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