U-Statistics, Mm-Estimators and Resampling
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...
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| Hlavní autor: | |
|---|---|
| Médium: | Elektronický zdroj E-kniha |
| Jazyk: | angličtina |
| Vydáno: |
Singapore :
Springer Singapore ,
2018.
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| Vydání: | 1st ed. 2018. |
| Edice: | Texts and Readings in Mathematics,
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| Témata: | |
| ISBN: | 9789811322488 |
| ISSN: | 2366-8717 |
| On-line přístup: |
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| 007 | cr nn 008mamaa | ||
| 008 | 180828s2018 si | s |||| 0|eng d | ||
| 020 | |a 9789811322488 | ||
| 024 | 7 | |a 10.1007/978-981-13-2248-8 |2 doi | |
| 035 | |a CVTIDW15102 | ||
| 040 | |a Springer-Nature |b eng |c CVTISR |e AACR2 | ||
| 041 | |a eng | ||
| 100 | 1 | |a Bose, Arup. |4 aut | |
| 245 | 1 | 0 | |a U-Statistics, Mm-Estimators and Resampling |h [electronic resource] / |c by Arup Bose, Snigdhansu Chatterjee. |
| 250 | |a 1st ed. 2018. | ||
| 260 | 1 | |a Singapore : |b Springer Singapore , |c 2018. | |
| 300 | |a XV, 174 p. |b online resource. | ||
| 490 | 1 | |a Texts and Readings in Mathematics, |x 2366-8717 | |
| 500 | |a Mathematics and Statistics | ||
| 505 | 0 | |a 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. | |
| 516 | |a text file PDF | ||
| 520 | |a 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. | ||
| 650 | 0 | |a Statistics . | |
| 856 | 4 | 0 | |u http://hanproxy.cvtisr.sk/han/cvti-ebook-springer-eisbn-978-981-13-2248-8 |y Vzdialený prístup pre registrovaných používateľov |
| 910 | |b ZE12382 | ||
| 919 | |a 978-981-13-2248-8 | ||
| 974 | |a andrea.lebedova |f Elektronické zdroje | ||
| 992 | |a SUD | ||
| 999 | |c 246994 |d 246994 | ||