KMS Of Academy of mathematics and systems sciences, CAS
functionalsingularcomponentanalysisbasedfunctionaladditivemodels | |
Zhang Tao1; Wang Qihua2 | |
2016 | |
发表期刊 | sciencechinamathematics |
ISSN | 1674-7283 |
卷号 | 59期号:12页码:2443 |
摘要 | We 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. |
语种 | 英语 |
文献类型 | 期刊论文 |
条目标识符 | http://ir.amss.ac.cn/handle/2S8OKBNM/40886 |
专题 | 应用数学研究所 |
作者单位 | 1.广西科技大学 2.中国科学院数学与系统科学研究院 |
推荐引用方式 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. |
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