Checking the adequacy of a partial linear model

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	Checking the adequacy of a partial linear model
	Zhu, LX ; Ng, KW
	2003-07-01
发表期刊	STATISTICA SINICA
ISSN	1017-0405
卷号	13 期号:3 页码:763-781
摘要	A partial linear model is a model where the response variable depends on some covariates linearly and on others nonparametrically. In this article, we construct an empirical process-based test for examining the adequacy of partial linearity of model. A re-sampling approach, called random symmetrization (RS), is applied to obtain the approximation to the null distribution of the test. The procedure is easy to implement. A simulation study is carried out and application to an example is made.
关键词	conditional distribution empirical process partially linear model re-sampling
语种	英语
WOS研究方向	Mathematics
WOS类目	Statistics & Probability
WOS记录号	WOS:000184448400012
出版者	STATISTICA SINICA
引用统计
文献类型	期刊论文
条目标识符	http://ir.amss.ac.cn/handle/2S8OKBNM/18801
专题	中国科学院数学与系统科学研究院
通讯作者	Zhu, LX
作者单位	1.Chinese Acad Sci, Inst Appl Math, Beijing 100080, Peoples R China 2.Univ Hong Kong, Dept Stat & Actuarial Sci, Hong Kong, Hong Kong, Peoples R China
推荐引用方式 GB/T 7714	Zhu, LX,Ng, KW. Checking the adequacy of a partial linear model[J]. STATISTICA SINICA,2003,13(3):763-781.
APA	Zhu, LX,&Ng, KW.(2003).Checking the adequacy of a partial linear model.STATISTICA SINICA,13(3),763-781.
MLA	Zhu, LX,et al."Checking the adequacy of a partial linear model".STATISTICA SINICA 13.3(2003):763-781.