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U-statistics, Mm-estimators and resampling
- 作者： Bose, Arup, author.
- 其他作者：
- 其他題名：
- Texts and readings in mathematics ;
- 出版： Singapore : Springer Singapore :Imprint: Springer
- 叢書名： Texts and readings in mathematics,volume 75
- 主題： Estimation theory. , Resampling (Statistics) , Statistical Theory and Methods. , Statistics and Computing/Statistics Programs.
- ISBN： 9789811322488 (electronic bk.) 、 9789811322471 (paper)
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FIND@SFXID:
CGU
- 資料類型: 電子書
- 內容註: Chapter 1. Introduction to U-statistics -- Chapter 2. M-estimators and U-statistics -- Chapter 3. Introduction to resampling -- Chapter 4. Resampling U-statistics and M-estimators -- Chapter 5. An Introduction to R.
- 摘要註: This is an introductory text on a broad class of statistical estimators that are minimizers of convex functions. It covers the basics of U-statistics and Mm-estimators and develops their asymptotic properties. It also provides an elementary introduction to resampling, particularly in the context of these estimators. The last chapter is on practical implementation of the methods presented in other chapters, using the free software R.
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讀者標籤：
- 系統號： 005437216 | 機讀編目格式
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