學術產出-NSC Projects

Article View/Open

Publication Export

Google ScholarTM

政大圖書館

Citation Infomation

  • No doi shows Citation Infomation
題名 隨機場迴歸問題的適應性估計
作者 黃子銘
貢獻者 統計學系
關鍵詞 隨機場迴歸; 適應性估計
random field regression; adaptive estimation
日期 2015
上傳時間 26-Dec-2017 17:46:09 (UTC+8)
摘要 本研究針對隨機場迴歸問題提出具適應性的估計量. 估計量是使用penalized least squares 方法及B-spline基底所得到. 若迴歸函數屬於Sobolev space, 則在適當條件下, 估計量可達到近似 minimax 收斂速度
In this study, an adaptive estimator in random field regression is proposed. The estimator is based on penalized least squares and B-spline approximation. If the regression function to be estimated is in a Sobolev space, then the rate of convergence for the proposed estimator is nearly the minimax convergence rate.
關聯 執行起迄:2015/08/01~2016/07/31
104-2118-M-004-003
資料類型 report
dc.contributor 統計學系zh_Tw
dc.creator (作者) 黃子銘zh_TW
dc.date (日期) 2015en_US
dc.date.accessioned 26-Dec-2017 17:46:09 (UTC+8)-
dc.date.available 26-Dec-2017 17:46:09 (UTC+8)-
dc.date.issued (上傳時間) 26-Dec-2017 17:46:09 (UTC+8)-
dc.identifier.uri (URI) http://nccur.lib.nccu.edu.tw/handle/140.119/115433-
dc.description.abstract (摘要) 本研究針對隨機場迴歸問題提出具適應性的估計量. 估計量是使用penalized least squares 方法及B-spline基底所得到. 若迴歸函數屬於Sobolev space, 則在適當條件下, 估計量可達到近似 minimax 收斂速度zh_TW
dc.description.abstract (摘要) In this study, an adaptive estimator in random field regression is proposed. The estimator is based on penalized least squares and B-spline approximation. If the regression function to be estimated is in a Sobolev space, then the rate of convergence for the proposed estimator is nearly the minimax convergence rate.en_US
dc.format.extent 312116 bytes-
dc.format.mimetype application/pdf-
dc.relation (關聯) 執行起迄:2015/08/01~2016/07/31zh_TW
dc.relation (關聯) 104-2118-M-004-003zh_TW
dc.subject (關鍵詞) 隨機場迴歸; 適應性估計zh_TW
dc.subject (關鍵詞) random field regression; adaptive estimationen_US
dc.title (題名) 隨機場迴歸問題的適應性估計_TW
dc.type (資料類型) report