KMS Of Academy of mathematics and systems sciences, CAS
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. |
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