Statistical inference of partially linear regression models with heteroscedastic errors
文献类型：期刊论文
| 作者 | You, Jinhong; Chen, Gemai; Zhou, Yong
|
| 刊名 | JOURNAL OF MULTIVARIATE ANALYSIS
 |
| 出版日期 | 2007-09-01 |
| 卷号 | 98期号:8页码:1539-1557 |
| 关键词 | semiparametric regression model heteroscedasticity local polynomial asymptotic normality model selection |
| ISSN号 | 0047-259X |
| DOI | 10.1016/j.jmva.2007.06.011 |
| 英文摘要 | The authors study a heteroscedastic partially linear regression model and develop an inferential procedure for it. This includes a test of heteroscedasticity, a two-step estimator of the heteroscedastic variance function, semiparametric generalized least-squares estimators of the parametric and nonparametric components of the model, and a bootstrap goodness of fit test to see whether the nonparametric component can be parametrized. (c) 2007 Elsevier Inc. All rights reserved. |
| WOS研究方向 | Mathematics |
| 语种 | 英语 |
| WOS记录号 | WOS:000250311300002 |
| 出版者 | ELSEVIER INC |
| 源URL | [http://ir.amss.ac.cn/handle/2S8OKBNM/4188]  |
| 专题 | 应用数学研究所 |
| 通讯作者 | You, Jinhong |
| 作者单位 | 1.Univ N Carolina, Dept Biostat, Chapel Hill, NC 27599 USA 2.Univ Calgary, Dept Math & Stat, Calgary, AB T2N 1N4, Canada 3.Chinese Acad Sci, Acad Math & Syst Sci, Inst Appl Math, Beijing 100080, Peoples R China |
| 推荐引用方式 GB/T 7714 | You, Jinhong,Chen, Gemai,Zhou, Yong. Statistical inference of partially linear regression models with heteroscedastic errors[J]. JOURNAL OF MULTIVARIATE ANALYSIS,2007,98(8):1539-1557. |
| APA | You, Jinhong,Chen, Gemai,&Zhou, Yong.(2007).Statistical inference of partially linear regression models with heteroscedastic errors.JOURNAL OF MULTIVARIATE ANALYSIS,98(8),1539-1557. |
| MLA | You, Jinhong,et al."Statistical inference of partially linear regression models with heteroscedastic errors".JOURNAL OF MULTIVARIATE ANALYSIS 98.8(2007):1539-1557. |
入库方式： OAI收割
来源：数学与系统科学研究院
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