語系:
繁體中文
English
說明(常見問題)
圖資館首頁
登入
回首頁
切換:
標籤
|
MARC模式
|
ISBD
Methodology in robust and nonparamet...
~
Jurečková, Jana, (1940-)
Methodology in robust and nonparametric statistics
紀錄類型:
書目-電子資源 : Monograph/item
正題名/作者:
Methodology in robust and nonparametric statisticsJana Jurečková, Pranab Kumar Sen, Jan Picek.
作者:
Jurečková, Jana,
其他作者:
Sen, Pranab Kumar,
出版者:
Boca Raton, FL :CRC Press,c2012.
面頁冊數:
1 online resource (xv, 384 p.)
標題:
Robust statistics.
電子資源:
http://www.crcnetbase.com/isbn/9781439840696
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:
183138
Robust statistics.
Index Terms--Genre/Form:
214472
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
:02884cmm a2200301Ia 4500
001
463660
003
OCoLC
005
20151105034107.0
006
m o d
007
cr cnu---unuuu
008
151126s2012 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
544754
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
183138
650
0
$a
Nonparametric statistics.
$3
182700
650
2
$a
Statistics as Topic.
$3
267172
650
2
$a
Statistics, Nonparametric.
$3
716909
655
0
$a
Electronic books.
$2
local.
$3
214472
700
1
$a
Sen, Pranab Kumar,
$d
1937-
$3
183034
700
1
$a
Picek, Jan.
$3
716908
856
4 0
$u
http://www.crcnetbase.com/isbn/9781439840696
筆 0 讀者評論
全部
電子館藏
館藏
1 筆 • 頁數 1 •
1
條碼號
館藏地
館藏流通類別
資料類型
索書號
使用類型
借閱狀態
預約狀態
備註欄
附件
000000113133
電子館藏
1圖書
電子書
EB QA276 M626 c2012
一般使用(Normal)
在架
0
1 筆 • 頁數 1 •
1
多媒體
多媒體檔案
http://www.crcnetbase.com/isbn/9781439840696
評論
新增評論
分享你的心得
Export
取書館別
處理中
...
變更密碼
登入