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U-statistics, Mm-estimators and resa...

Bose, Arup.

U-statistics, Mm-estimators and resampling

Record Type:	Language materials, printed : Monograph/item
Title/Author:	U-statistics, Mm-estimators and resampling/ by Arup Bose, Snigdhansu Chatterjee.
Author:	Bose, Arup.
other author:	Chatterjee, Snigdhansu.
Published:	Singapore :Springer Singapore : : 2018.,
Description:	xv, 174 p. :ill., digital ; : 24 cm.;
Contained By:	Springer eBooks
Subject:	Estimation theory. -
Online resource:	https://doi.org/10.1007/978-981-13-2248-8
ISBN:	9789811322488

U-statistics, Mm-estimators and resampling
Bose, Arup.

U-statistics, Mm-estimators and resampling[electronic resource] /by Arup Bose, Snigdhansu Chatterjee. - Singapore :Springer Singapore :2018. - xv, 174 p. :ill., digital ;24 cm. - Texts and readings in mathematics,v.752366-8717 ;. - Texts and readings in mathematics ;37-38..

Chapter 1. Introduction to U-statistics -- Chapter 2. M-estimators and U-statistics -- Chapter 3. Introduction to resampling -- Chapter 4. Resampling U-statistics and M-estimators -- Chapter 5. An Introduction to R.

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.

ISBN: 9789811322488

Standard No.: 10.1007/978-981-13-2248-8doiSubjects--Topical Terms:

527852
Estimation theory.

LC Class. No.: QA276.8 / .B674 2018

Dewey Class. No.: 519.5

U-statistics, Mm-estimators and resampling
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100 1 $a Bose, Arup. $3 1208745
245 1 0 $a U-statistics, Mm-estimators and resampling $h [electronic resource] / $c by Arup Bose, Snigdhansu Chatterjee.
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300 $a xv, 174 p. : $b ill., digital ; $c 24 cm.
490 1 $a Texts and readings in mathematics, $x 2366-8717 ; $v v.75
505 0 $a Chapter 1. Introduction to U-statistics -- Chapter 2. M-estimators and U-statistics -- Chapter 3. Introduction to resampling -- Chapter 4. Resampling U-statistics and M-estimators -- Chapter 5. An Introduction to R.
520 $a 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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650 0 $a Resampling (Statistics) $3 527855
650 1 4 $a Statistical Theory and Methods. $3 671396
650 2 4 $a Statistics and Computing/Statistics Programs. $3 669775
700 1 $a Chatterjee, Snigdhansu. $3 1208746
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830 0 $a Texts and readings in mathematics ; $v 37-38. $3 1052972
856 4 0 $u https://doi.org/10.1007/978-981-13-2248-8
950 $a Mathematics and Statistics (Springer-11649)

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