U-Statistics, Mm-Estimators and resampling

By:

Bose, Arup

Contributor(s):

Chatterjee, Snigdhansu [Co-author]

Series: Text and Readings in MathematicsPublication details: Hindustan Book Agency, 2018 New Delhi:Description: xiii, 171p. ; hb. ; 25cmISBN:

9789386279712

Subject(s):

DDC classification:

519.5 BOS

Summary: 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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Holdings
Item type	Current library	Collection	Call number	Copy number	Status	Date due	Barcode
Books	IIT Gandhinagar General Stacks	General	519.5 BOS (Browse shelf(Opens below))	1	Available		030688

Includes index and bibliography

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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