國立虎尾科技大學 |

Methodology in robust and nonparametric statistics

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Methodology in robust and nonparametric statistics/ Jana Jurečková, Pranab Kumar Sen, Jan Picek.
Author:	Jurečková, Jana,
other author:	Sen, Pranab Kumar,
Published:	Boca Raton, FL :CRC Press, : c2012.,
Description:	1 online resource (xv, 384 p.)
Subject:	Robust statistics. -
Online resource:	http://www.crcnetbase.com/isbn/9781439840696
Online resource:	https://www.taylorfrancis.com/books/9780429106552
ISBN:	9781439840696 (electronic bk.)

Methodology in robust and nonparametric statistics
Jurečková, Jana,1940-

Methodology in robust and nonparametric statistics[electronic resource] /Jana Jurečková, Pranab Kumar Sen, Jan Picek. - Boca Raton, FL :CRC Press,c2012. - 1 online resource (xv, 384 p.)

Includes bibliographical references (p. 357-384).

Preliminaries -- Robust estimation of location and regression -- Asymptotic representations for L-estimators -- Asymptotic representations for M-estimators -- Asymptotic representations for R-estimators -- Asmptotic interralations of estimators -- Robust estimation: multivariate perspectives -- Robust tests and confidence sets.

"Show synopsis Robust and nonparametric statistical methods have their foundation in fields ranging from agricultural science to astronomy, from biomedical sciences to the public health disciplines, and, more recently, in genomics, bioinformatics, and financial statistics. These disciplines are presently nourished by data mining and high-level computer-based algorithms, but to work actively with robust and nonparametric procedures, practitioners need to understand their background. Explaining the underpinnings of robust methods and recent theoretical developments, Methodology in Robust and Nonparametric Statistics provides a profound mathematically rigorous explanation of the methodology of robust and nonparametric statistical procedures. Thoroughly up-to-date, this book Presents multivariate robust and nonparametric estimation with special emphasis on affine-equivariant procedures, followed by hypotheses testing and confidence sets Keeps mathematical abstractions at bay while remaining largely theoretical Provides a pool of basic mathematical tools used throughout the book in derivations of main results The methodology presented, with due emphasis on asymptotics and interrelations, will pave the way for further developments on robust statistical procedures in more complex models. Using examples to illustrate the methods, the text highlights applications in the fields of biomedical science, bioinformatics, finance, and engineering. In addition, the authors provide exercises in the text"--Back cover.

ISBN: 9781439840696 (electronic bk.)Subjects--Topical Terms:

528156
Robust statistics.
Index Terms--Genre/Form:

554714
Electronic books.

LC Class. No.: QA276

Dewey Class. No.: 519.5

National Library of Medicine Call No.: QA 276

Methodology in robust and nonparametric statistics
LDR:02950cam a2200313Ia 4500 001 1157231
003 OCoLC
005 20151105034107.0
006 m o d
007 cr cnu---unuuu
008 250704s2012 flu ob 000 0 eng d
020 $a 9781439840696 (electronic bk.)
020 $a 1439840695 (electronic bk.)
020 $z 9781439840689
020 $z 1439840687
035 $a (OCoLC)807786129 $z (OCoLC)824802794
035 $a ocn807786129
040 $a N $b eng $c N $d GZM $d YDXCP $d E7B $d OCLCQ $d EBLCP $d OCLCQ $d OHS $d DEBSZ $d OSU $d CDX $d OCLCQ $d OCLCO $d OCLCF $d STF $d CRCPR
050 4 $a QA276
060 4 $a QA 276
082 0 4 $a 519.5 $2 23
100 1 $a Jurečková, Jana, $d 1940- $3 1060971
245 1 0 $a Methodology in robust and nonparametric statistics $h [electronic resource] / $c Jana Jurečková, Pranab Kumar Sen, Jan Picek.
260 $a Boca Raton, FL : $b CRC Press, $c c2012.
300 $a 1 online resource (xv, 384 p.)
504 $a Includes bibliographical references (p. 357-384).
505 0 $a Preliminaries -- Robust estimation of location and regression -- Asymptotic representations for L-estimators -- Asymptotic representations for M-estimators -- Asymptotic representations for R-estimators -- Asmptotic interralations of estimators -- Robust estimation: multivariate perspectives -- Robust tests and confidence sets.
520 $a "Show synopsis Robust and nonparametric statistical methods have their foundation in fields ranging from agricultural science to astronomy, from biomedical sciences to the public health disciplines, and, more recently, in genomics, bioinformatics, and financial statistics. These disciplines are presently nourished by data mining and high-level computer-based algorithms, but to work actively with robust and nonparametric procedures, practitioners need to understand their background. Explaining the underpinnings of robust methods and recent theoretical developments, Methodology in Robust and Nonparametric Statistics provides a profound mathematically rigorous explanation of the methodology of robust and nonparametric statistical procedures. Thoroughly up-to-date, this book Presents multivariate robust and nonparametric estimation with special emphasis on affine-equivariant procedures, followed by hypotheses testing and confidence sets Keeps mathematical abstractions at bay while remaining largely theoretical Provides a pool of basic mathematical tools used throughout the book in derivations of main results The methodology presented, with due emphasis on asymptotics and interrelations, will pave the way for further developments on robust statistical procedures in more complex models. Using examples to illustrate the methods, the text highlights applications in the fields of biomedical science, bioinformatics, finance, and engineering. In addition, the authors provide exercises in the text"--Back cover.
588 0 $a Print version record.
650 0 $a Robust statistics. $3 528156
650 0 $a Nonparametric statistics. $3 527779
650 2 $a Statistics as Topic. $3 720693
650 2 $a Statistics, Nonparametric. $3 1060973
655 0 $a Electronic books. $2 local $3 554714
700 1 $a Sen, Pranab Kumar, $d 1937- $3 1042583
700 1 $a Picek, Jan. $3 1060972
856 4 0 $u http://www.crcnetbase.com/isbn/9781439840696
856 4 0 $u https://www.taylorfrancis.com/books/9780429106552