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U-Statistics, MM-Estimators and Resampling
Hardcover
Series: Texts and Readings in Mathematics, Book 75
ApplicationsProbability & Statistics
ISBN13: 9789811322471
Publisher: Springer Nature
Published: Sep 11 2018
Pages: 174
Weight: 0.99
Height: 0.50 Width: 6.14 Depth: 9.21
Language: English
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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