ENGLISH

U-Statistics, Mm-Estimators and Resampling

By Arup Bose , Snigdhansu Chatterjee

Book information

Publisher
Springer Singapore
Year
2018
ISBN
978-981-13-2247-1;978-981-13-2248-8
Language
english
Format
PDF
Filesize
3 MB (3202764 bytes)
Series
Texts and Readings in Mathematics
Edition
1st ed.
Pages
XV, 174\181
Time added
2019-01-12 08:13:04
Statistics; Statistical Theory and Methods; Statis

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. Front Matter ....Pages i-xv Introduction to U-statistics (Arup Bose, Snigdhansu Chatterjee)....Pages 1-33 Mm-estimators and U-statistics (Arup Bose, Snigdhansu Chatterjee)....Pages 35-68 Introduction to resampling (Arup Bose, Snigdhansu Chatterjee)....Pages 69-101 Resampling U-statistics and M-estimators (Arup Bose, Snigdhansu Chatterjee)....Pages 103-125 An Introduction to R (Arup Bose, Snigdhansu Chatterjee)....Pages 127-149 Back Matter ....Pages 151-174

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