Checking the adequacy of a partial linear model
文献类型：期刊论文
| 作者 | Zhu, LX; Ng, KW |
| 刊名 | STATISTICA SINICA
 |
| 出版日期 | 2003-07-01 |
| 卷号 | 13期号:3页码:763-781 |
| 关键词 | conditional distribution empirical process partially linear model re-sampling |
| ISSN号 | 1017-0405 |
| 英文摘要 | 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. |
| WOS研究方向 | Mathematics |
| 语种 | 英语 |
| WOS记录号 | WOS:000184448400012 |
| 出版者 | STATISTICA SINICA |
| 源URL | [http://ir.amss.ac.cn/handle/2S8OKBNM/18800]  |
| 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. |
入库方式： OAI收割
来源：数学与系统科学研究院
浏览0
下载0
收藏0
其他版本
除非特别说明，本系统中所有内容都受版权保护，并保留所有权利。