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截尾数据半参数回归模型的估计理论
Estimation Theory of Semiparametric Regression Model with Censored Data
【摘要】 本文研究了截尾情形下半参数回归模型中未知参数及函数的估计问题,得到了它们的大样本性质,这些结果与非截尾情形的结果基本一致.
【Abstract】 In this paper,the estimators of the unknown parameters and function in semiparametric regression model with censored data are studied.The properties of the large sample are established.These results are almost the same as those of the complete data.
【关键词】 半参数回归模型;
截尾数据;
渐近正态性;
最近邻估计;
弱收敛速度;
【Key words】 semiparametric regression model; censored data; asymptotic normality; the nearest neighbor estimate; weak convergence rate;
【Key words】 semiparametric regression model; censored data; asymptotic normality; the nearest neighbor estimate; weak convergence rate;
【基金】 国家与浙江省自然科学基金
- 【文献出处】 杭州大学学报(自然科学版) ,JOURNAL OF HANGZHOU UNIVERSITY(NATURE SCIENCE) , 编辑部邮箱 ,1996年02期
- 【分类号】O212.1
- 【被引频次】6
- 【下载频次】80