U-Statistics, Mm-Estimators and Resampling
Springer Nature Singapore
ISBN 9789811322488
Standardpreis
Bibliografische Daten
eBook. PDF
2018
XV, 174 p..
In englischer Sprache
Umfang: 174 S.
Verlag: Springer Nature Singapore
ISBN: 9789811322488
Weiterführende bibliografische Daten
Das Werk ist Teil der Reihe: Texts and Readings in Mathematics
Produktbeschreibung
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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