頁籤選單縮合
題 名 | 估計無母數迴歸函數的特定區域位置及其面積=Estimation of the Location of a Specific Region and Its Area in Nonparametric Regression |
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作 者 | 黃瑞卿; | 書刊名 | 中國統計學報 |
卷 期 | 40:1 2002.03[民91.03] |
頁 次 | 頁97-113 |
分類號 | 319.51 |
關鍵詞 | 核密度函數估計量; 無母數迴歸分析; 網狀資料; Binned data; Kernel density; Estimatorv; Nonparametric regression; |
語 文 | 中文(Chinese) |
中文摘要 | 在等距離固定取樣的無母數迴歸模型中,我們介紹一個估計方法以估計迴歸函數具有特定函數值的區域位置及其面積。我們研究該估計量的強收斂速度與中央極限定理。摸擬研究顯示該估計量可成功地應用到一維與二雄的資料。 |
英文摘要 | In the case of the equally spaced fixed design nonparametric regression, we propose a method to estimate the location of the region on which the regression function has a specific value, and to estimate its area. The strong convergence rate and the central limit theorem of our proposed estimator are studied. Simulation studies demonstrate that our suggested estimator can be applied successfully to both the one-dimensional and the two-dimensional cases. |
本系統中英文摘要資訊取自各篇刊載內容。