Format:
Online-Ressource (XV, 174 p, online resource)
Edition:
Springer eBook Collection. Mathematics and Statistics
ISBN:
9789811322488
Series Statement:
Texts and Readings in Mathematics
Content:
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
Content:
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
Additional Edition:
ISBN 9789811322471
Additional Edition:
ISBN 9789811322495
Additional Edition:
Erscheint auch als Druck-Ausgabe Bose, Arup, 1959 - U-Statistics, Mm-estimators and resampling Singapore : Springer, 2018 ISBN 9811322473
Additional Edition:
ISBN 9789386279712
Additional Edition:
ISBN 9789811322471
Language:
English
Keywords:
U-Statistik
;
Schätzfunktion
DOI:
10.1007/978-981-13-2248-8
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