| 非参数回归的罚样条算法 |
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| 引用本文： | 宋向东. 非参数回归的罚样条算法[J]. 燕山大学学报, 2007, 31(3): 263-265 |
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| 作者姓名： | 宋向东 |
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| 作者单位： | 燕山大学,理学院,河北,秦皇岛,066004 |
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| 摘 要： | 研究了一种非参数回归的罚样条方法，提出了一种具体的算法，给出相应定理及其证明，并利用MATLAB进行了随机模拟，验证了方法的可行性和稳健性。
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| 关 键 词： | 非参数回归 罚样条 算法 光滑样条 |
| 文章编号： | 1007-791X（2007）03-0263-03 |
| 修稿时间： | 2006-09-16 |
An algorithm for nonparametric regression with penalized splines |
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| SONG Xiang-dong. An algorithm for nonparametric regression with penalized splines[J]. Journal of Yanshan University, 2007, 31(3): 263-265 |
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| Authors: | SONG Xiang-dong |
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| Affiliation: | 1. College of Sciences, Yanshan University, Qinhuangdao, Hebei 066004, China |
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| Abstract: | A method for nonparametric regression with penalized splines is discussed in this paper. An algorithm is suggested and a theorem is given with proof. The simulation using MATLAB show that the algorithm is viable and robust. |
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| Keywords: | nonparametric regression penalized spline algorithm smoothing spline |
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