Introduction to robust estimation and hypothesis testing

Introduction to robust estimation and hypothesis testing / Rand Wilcox.

"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...

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ProQuest (Firm)
Wilcox, Rand R.
TeilnehmendeR:
ProQuest (Firm)
Year of Publication:2012
Edition:3rd ed.
Language:English
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Physical Description:xxi, 690 p. :; ill.
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spelling Wilcox, Rand R.
Introduction to robust estimation and hypothesis testing [electronic resource] / Rand Wilcox.
3rd ed.
Amsterdam ; Boston : Academic Press, 2012.
xxi, 690 p. : ill.
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"-- Provided by publisher.
Electronic reproduction. Ann Arbor, MI : ProQuest, 2016. Available via World Wide Web. Access may be limited to ProQuest affiliated libraries.
Estimation theory.
Robust statistics.
Statistical hypothesis testing.
Electronic books.
ProQuest (Firm)
https://ebookcentral.proquest.com/lib/oeawat/detail.action?docID=858695 Click to View
language English
format Electronic
eBook
author Wilcox, Rand R.
spellingShingle Wilcox, Rand R.
Introduction to robust estimation and hypothesis testing
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.
author_facet Wilcox, Rand R.
ProQuest (Firm)
ProQuest (Firm)
author_variant r r w rr rrw
author2 ProQuest (Firm)
author2_role TeilnehmendeR
author_corporate ProQuest (Firm)
author_sort Wilcox, Rand R.
title Introduction to robust estimation and hypothesis testing
title_full Introduction to robust estimation and hypothesis testing [electronic resource] / Rand Wilcox.
title_fullStr Introduction to robust estimation and hypothesis testing [electronic resource] / Rand Wilcox.
title_full_unstemmed Introduction to robust estimation and hypothesis testing [electronic resource] / Rand Wilcox.
title_auth Introduction to robust estimation and hypothesis testing
title_new Introduction to robust estimation and hypothesis testing
title_sort introduction to robust estimation and hypothesis testing
publisher Academic Press,
publishDate 2012
physical xxi, 690 p. : ill.
edition 3rd ed.
contents 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.
isbn 9780123870155 (electronic bk.)
callnumber-first Q - Science
callnumber-subject QA - Mathematics
callnumber-label QA276
callnumber-sort QA 3276.8 W55 42012
genre Electronic books.
genre_facet Electronic books.
url https://ebookcentral.proquest.com/lib/oeawat/detail.action?docID=858695
illustrated Illustrated
dewey-hundreds 500 - Science
dewey-tens 510 - Mathematics
dewey-ones 519 - Probabilities & applied mathematics
dewey-full 519.5/44
dewey-sort 3519.5 244
dewey-raw 519.5/44
dewey-search 519.5/44
oclc_num 775872063
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is_hierarchy_title Introduction to robust estimation and hypothesis testing
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