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Introduction to Robust Estimation and Hypothesis Testing

This revised book provides a thorough explanation of the foundation of robust methods, incorporating the latest updates on R and S-Plus, robust ANOVA (Analysis of Variance) and regression. It guides advanced students and other professionals through the basic strategies used for developing practical...

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Detalles Bibliográficos
Autor principal: Wilcox, Rand R
Lenguaje:eng
Publicado: Elsevier 2012
Materias:
Acceso en línea:http://cds.cern.ch/record/1438204
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author Wilcox, Rand R
author_facet Wilcox, Rand R
author_sort Wilcox, Rand R
collection CERN
description This revised book provides a thorough explanation of the foundation of robust methods, incorporating the latest updates on R and S-Plus, robust ANOVA (Analysis of Variance) and regression. It guides advanced students and other professionals through the basic strategies used for developing practical solutions to problems, and provides a brief background on the foundations of modern methods, placing the new methods in historical context. Author Rand Wilcox includes chapter exercises and many real-world examples that illustrate how various methods perform in different situations.Introduction to R
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spelling cern-14382042020-07-16T20:02:10Zhttp://cds.cern.ch/record/1438204engWilcox, Rand RIntroduction to Robust Estimation and Hypothesis TestingMathematical Physics and MathematicsThis revised book provides a thorough explanation of the foundation of robust methods, incorporating the latest updates on R and S-Plus, robust ANOVA (Analysis of Variance) and regression. It guides advanced students and other professionals through the basic strategies used for developing practical solutions to problems, and provides a brief background on the foundations of modern methods, placing the new methods in historical context. Author Rand Wilcox includes chapter exercises and many real-world examples that illustrate how various methods perform in different situations.Introduction to RElsevieroai:cds.cern.ch:14382042012
spellingShingle Mathematical Physics and Mathematics
Wilcox, Rand R
Introduction to Robust Estimation and Hypothesis Testing
title Introduction to Robust Estimation and Hypothesis Testing
title_full Introduction to Robust Estimation and Hypothesis Testing
title_fullStr Introduction to Robust Estimation and Hypothesis Testing
title_full_unstemmed Introduction to Robust Estimation and Hypothesis Testing
title_short Introduction to Robust Estimation and Hypothesis Testing
title_sort introduction to robust estimation and hypothesis testing
topic Mathematical Physics and Mathematics
url http://cds.cern.ch/record/1438204
work_keys_str_mv AT wilcoxrandr introductiontorobustestimationandhypothesistesting