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Change-point estimation for censored regression model 被引量:9

Change-point estimation for censored regression model
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摘要 In this paper, we consider the change-point estimation in the censored regression model assuming that there exists one change point. A nonparametric estimate of the change-point is proposed and is shown to be strongly consistent. Furthermore, its convergence rate is also obtained. In this paper, we consider the change-point estimation in the censored regression model assuming that there exists one change point. A nonparametric estimate of the change-point is proposed and is shown to be strongly consistent. Furthermore, its convergence rate is also obtained.
出处 《Science China Mathematics》 SCIE 2007年第1期63-72,共10页 中国科学:数学(英文版)
基金 This work was partially supported by the National Natural Science Foundation of China (Grant No. 10471136) Ph.D. Program Foundation of the Ministry of Education of China Special Foundations of the Chinese Academy of Science and USTC.
关键词 censored regression least absolute deviance (LAD) CHANGE-POINT strong consistence convergence rate 62F10 62F12 censored regression least absolute deviance (LAD) change-point strong consistence convergence rate.
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  • 1Yixin Fang,Man Jin,Lincheng Zhao.Strong convergence of LAD estimates in a censored regression model[J].Science in China Series A: Mathematics.2005(2)

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