頁籤選單縮合
| 題 名 | Bayesian Bootstraps for U-Processes, Hypothesis Tests and Convergence of Dirichlet U-Processes |
|---|---|
| 作 者 | Zhang,Dixin; | 書刊名 | Statistica Sinica |
| 卷 期 | 11:2 2001.04[民90.04] |
| 頁 次 | 頁463-478 |
| 分類號 | 319.5 |
| 關鍵詞 | Bayesian bootstrap approximation; Conditional central limit theorem; U-process; |
| 語 文 | 英文(English) |
| 英文摘要 | Suppose □ is a class of bounded or unbounded functions. We construct a Bayesian bootstrapped U-process over □ and study the limiting behavior of the process. We obtain conditional central limit theorems for Bayesian bootstrapped U-processes and Dirichlet U-processes over □, and discuss Bayesian bootstrap approximations for U-processes. Some problems concerning hypothesis testing in high-dimensional spaces are solved by combining the results in this paper with the Projection Pursuit method. |
本系統中英文摘要資訊取自各篇刊載內容。