CSpace  > 应用数学研究所
functionalsingularcomponentanalysisbasedfunctionaladditivemodels
Zhang Tao1; Wang Qihua2
2016
Source Publicationsciencechinamathematics
ISSN1674-7283
Volume59Issue:12Pages:2443
AbstractWe propose a method which uses functional singular component to establish functional additive models. The proposed methodology reduces the curve regression problem to ordinary (i.e., scalar) additive regression problems of the singular components of the predictor process and response process. Consistency of estimators for the nonparametric function and prediction are proved, respectively. A simulation study is conducted to investigate the finite sample performances of the proposed estimators.
Language英语
Document Type期刊论文
Identifierhttp://ir.amss.ac.cn/handle/2S8OKBNM/40886
Collection应用数学研究所
Affiliation1.广西科技大学
2.中国科学院数学与系统科学研究院
Recommended Citation
GB/T 7714
Zhang Tao,Wang Qihua. functionalsingularcomponentanalysisbasedfunctionaladditivemodels[J]. sciencechinamathematics,2016,59(12):2443.
APA Zhang Tao,&Wang Qihua.(2016).functionalsingularcomponentanalysisbasedfunctionaladditivemodels.sciencechinamathematics,59(12),2443.
MLA Zhang Tao,et al."functionalsingularcomponentanalysisbasedfunctionaladditivemodels".sciencechinamathematics 59.12(2016):2443.
Files in This Item:
There are no files associated with this item.
Related Services
Recommend this item
Bookmark
Usage statistics
Export to Endnote
Google Scholar
Similar articles in Google Scholar
[Zhang Tao]'s Articles
[Wang Qihua]'s Articles
Baidu academic
Similar articles in Baidu academic
[Zhang Tao]'s Articles
[Wang Qihua]'s Articles
Bing Scholar
Similar articles in Bing Scholar
[Zhang Tao]'s Articles
[Wang Qihua]'s Articles
Terms of Use
No data!
Social Bookmark/Share
All comments (0)
No comment.
 

Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.