Asymptotics of the goodness-of-fit test for a partial linear model with randomly censored data

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	Asymptotics of the goodness-of-fit test for a partial linear model with randomly censored data
	Chen, M; Yuen, KC ; Zhu, LX
	2003-03-01
发表期刊	SCIENCE IN CHINA SERIES A-MATHEMATICS
ISSN	1006-9283
卷号	46 期号:2 页码:145-158
摘要	In this paper, we discuss the problem of testing the hypothesis that the underlying regression is a partial linear model. A test statistic, which is based on the quadratic form of a cusum process of residuals, is proposed. The asymptotic distributions of the test statistic under null hypothesis and the local alternative hypothesis are given. The number simulation shows that the test is available.
关键词	partial linear regression random censoring empirical process model checking
语种	英语
WOS研究方向	Mathematics
WOS类目	Mathematics, Applied ; Mathematics
WOS记录号	WOS:000181672500001
出版者	SCIENCE CHINA PRESS
引用统计
文献类型	期刊论文
条目标识符	http://ir.amss.ac.cn/handle/2S8OKBNM/18756
专题	应用数学研究所
通讯作者	Chen, M
作者单位	1.Chinese Acad Sci, Acad Math & Syst Sci, Beijing 100080, Peoples R China 2.Univ Hong Kong, Dept Stat & Actuarial Sci, Hong Kong, Peoples R China
推荐引用方式 GB/T 7714	Chen, M,Yuen, KC,Zhu, LX. Asymptotics of the goodness-of-fit test for a partial linear model with randomly censored data[J]. SCIENCE IN CHINA SERIES A-MATHEMATICS,2003,46(2):145-158.
APA	Chen, M,Yuen, KC,&Zhu, LX.(2003).Asymptotics of the goodness-of-fit test for a partial linear model with randomly censored data.SCIENCE IN CHINA SERIES A-MATHEMATICS,46(2),145-158.
MLA	Chen, M,et al."Asymptotics of the goodness-of-fit test for a partial linear model with randomly censored data".SCIENCE IN CHINA SERIES A-MATHEMATICS 46.2(2003):145-158.