U-Statistics, Mm-Estimators and Resampling. 1st ed. 2018
- 種類:
- 電子ブック
- 責任表示:
- by Arup Bose, Snigdhansu Chatterjee
- 出版情報:
- Singapore : Springer Nature Singapore : Imprint: Springer, 2018
- 著者名:
- シリーズ名:
- Texts and Readings in Mathematics ;
- ISBN:
- 9789811322488 [9811322481]
- 注記:
- 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.
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. - ローカル注記:
- 学内専用E-BOOKS (local access only)
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