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An Approximation to the Partial Likelihood for Cox's Regression Model of the Analysis of Survival Data

机译：生存数据分析的Cox回归模型部分似然的逼近

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摘要

An approximation applicable to the case of tied observations with large multiplicities of failures is considered in association with the general regression model for the hazard function. The approximation is shown to be good when the number of actual failures at the longest time is small relative to the number at risk. Results show that can safely be used for tests of significance and estimation of the hazard function. Results are compared for two small sets of data, the second extracted from larger set of socio-legal data.

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作者
Vlachonikolis, I. G.;
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年度 1980
页码 p.1-14
总页数 14
原文格式 PDF
正文语种 eng
中图分类工业技术;
关键词
Injuries; Maximum likelihood estimates; Mortality; Regression analysis; Employment; Failure analysis; Hazards; Health; Life span; Mathematical models; Probability density functions; Probability theory; Risk; Statistical distributions;

机译：伤害;最大可能性估计;死亡率;回归分析;就业;失败分析;危害;健康;寿命;数学模型;概率密度函数;概率论;风险;统计分布;

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1. Integration of pathway structure information into a reweighted partial Cox regression approach for survival analysis on high-dimensional gene expression data [J] . Wei Liu, Qiuyu Wang, Jianmei Zhao, Molecular BioSystems . 2015,第7期

机译：将通路结构信息整合到重加权的部分Cox回归方法中，以对高维基因表达数据进行生存分析
2. Information criteria for Firth's penalized partial likelihood approach in Cox regression models [J] . Nagashima Kengo, Sato Yasunori Statistics in medicine . 2017,第21期

机译：COX回归模型中Firth罚款部分似然方法的信息标准
3. Cox regression with missing covariate data using a modified partial likelihood method [J] . Martinussen Torben, Holst Klaus K., Scheike Thomas H. Lifetime Data Analysis . 2016,第4期

机译：使用改进的偏似然法对缺少协变量数据的Cox回归
4. A Comparison between the Use of Cox Regression and the Use of Partial Least Squares-Cox Regression to Predict the Survival of Kidney-Transplant Patients [C] . Solimun International Conference on Global Resource Conservation . 2017

机译：Cox回归的使用与使用局部最小二乘考克斯回归的比较预测肾移植患者的存活
5. Local likelihood in regression analysis of proportional mean residual life model with censored survival data. [D] . Ni, Yang. 2011

机译：具有审查的生存数据的比例平均剩余寿命模型的回归分析中的局部可能性。
6. Information criteria for Firths penalized partial likelihood approach in Cox regression models [O] . Kengo Nagashima, Yasunori Sato -1

机译：Cox回归模型中Firth的惩罚部分似然法的信息标准
7. Maximum likelihood estimation for tied survival data under Cox regression model via EM-algorithm [O] . 2015

机译：基于Em算法的Cox回归模型下绑定生存数据的最大似然估计
8. Efficiencies of Partial-Likelihood-Based Inferences Concerning Survival Regression Models [R] . Slud, E. V. 1986

机译：关于生存回归模型的基于部分似然的推论的效率

An Approximation to the Partial Likelihood for Cox's Regression Model of the Analysis of Survival Data

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