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Introduction to robust estimation an...

Wilcox, Rand R.

Introduction to robust estimation and hypothesis testing /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Introduction to robust estimation and hypothesis testing /Rand Wilcox.
作者:	Wilcox, Rand R.
出版者:	Amsterdam ;Academic Press,2012.
面頁冊數:	xxi, 690 p. :ill. ;25 cm.
標題:	Estimation theory.
ISBN:	9780123869838 (hbk.) :

Introduction to robust estimation and hypothesis testing /
Wilcox, Rand R.

Introduction to robust estimation and hypothesis testing /Rand Wilcox. - 3rd ed. - Amsterdam ;Academic Press,2012. - xxi, 690 p. :ill. ;25 cm. - Statistical modeling and decision science.

Includes bibliographical references and index.

Machine generated contents note: Preface 1. Introduction 2. A Foundation for Robust Methods 3. Estimating Measures of Location and Scale 4. Confidence Intervals in the One-Sample Case 5. Comparing Two Groups 6. Some Multivariate Methods 7. One-Way and Higher Designs for Independent Groups 8. Comparing Multiple Dependent Groups 9. Correlation and Tests of Independence 10. Robust Regression 11. More Regression Methods.

"This book focuses on the practical aspects of modern and robust statistical methods. The increased accuracy and power of modern methods, versus conventional approaches to the analysis of variance (ANOVA) and regression, is remarkable. Through a combination of theoretical developments, improved and more flexible statistical methods, and the power of the computer, it is now possible to address problems with standard methods that seemed insurmountable only a few years ago"--

ISBN: 9780123869838 (hbk.) :NT$3122

LCCN: 2011047130Subjects--Topical Terms:

181864
Estimation theory.

LC Class. No.: QA276.8 / .W55 2012

Dewey Class. No.: 519.5/44

Introduction to robust estimation and hypothesis testing /
LDR:01658cam a2200253 a 4500 001 380834
003 DLC
005 20120313093434.0
008 130709s2012 ne a b 001 0 eng
010 $a 2011047130
020 $a 9780123869838 (hbk.) : $c NT$3122
020 $a 0123869838 (hbk.)
035 $a 2011047130
040 $a DLC $c DLC $d DLC
042 $a pcc
050 0 0 $a QA276.8 $b .W55 2012
082 0 0 $a 519.5/44 $2 23
100 1 $a Wilcox, Rand R. $3 230082
245 1 0 $a Introduction to robust estimation and hypothesis testing / $c Rand Wilcox.
250 $a 3rd ed.
260 $a Amsterdam ; $a Boston : $b Academic Press, $c 2012.
300 $a xxi, 690 p. : $b ill. ; $c 25 cm.
490 0 $a Statistical modeling and decision science
504 $a Includes bibliographical references and index.
505 8 $a Machine generated contents note: Preface 1. Introduction 2. A Foundation for Robust Methods 3. Estimating Measures of Location and Scale 4. Confidence Intervals in the One-Sample Case 5. Comparing Two Groups 6. Some Multivariate Methods 7. One-Way and Higher Designs for Independent Groups 8. Comparing Multiple Dependent Groups 9. Correlation and Tests of Independence 10. Robust Regression 11. More Regression Methods.
520 $a "This book focuses on the practical aspects of modern and robust statistical methods. The increased accuracy and power of modern methods, versus conventional approaches to the analysis of variance (ANOVA) and regression, is remarkable. Through a combination of theoretical developments, improved and more flexible statistical methods, and the power of the computer, it is now possible to address problems with standard methods that seemed insurmountable only a few years ago"-- $c Provided by publisher.
650 0 $a Estimation theory. $3 181864
650 0 $a Robust statistics. $3 183138
650 0 $a Statistical hypothesis testing. $3 181865