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U-Statistics, Mm-Estimators and Resampling / by Arup Bose, Snigdhansu Chatterjee

By: Contributor(s): Resource type: Ressourcentyp: Buch (Online)Book (Online)Language: English Series: Texts and Readings in Mathematics | Springer eBook Collection | SpringerLink BücherPublisher: Singapore : Springer Singapore, 2018Description: Online-Ressource (XV, 174 p, online resource)ISBN:
  • 9789811322488
Subject(s): Additional physical formats: 9789811322471 | 9789811322495 | Erscheint auch als: U-Statistics, Mm-estimators and resampling. Druck-Ausgabe Singapore : Springer, 2018. xv, 171 SeitenDDC classification:
  • 519.5
MSC: MSC: *62-02 | 62G30 | 62G09 | 62H10 | 62F40LOC classification:
  • QA276-280
DOI: DOI: 10.1007/978-981-13-2248-8Online resources: Summary: 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 RSummary: 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 RPPN: PPN: 1030105804Package identifier: Produktsigel: ZDB-2-SEB | ZDB-2-SMA | ZDB-2-SXMS
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Reproduktion. (Springer eBook Collection. Mathematics and Statistics)

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