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U-Statistics, Mm-Estimators and Resampling

U-Statistics, Mm-Estimators and Resampling

Brand
Springer Nature
Manufacturer
N/A
Part Number
0
GTIN
9789811322471
Condition
New
Product Description

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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