View in EDS PDF Full Text ePub Full Text

Introduction to Robust Estimation and Hypothesis Testing

Saved in:
Bibliographic Details
Title: Introduction to Robust Estimation and Hypothesis Testing
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 Robust Estimation and Hypothesis Testing, Second Edition, focuses on the practical applications of modern, robust methods which can greatly enhance our chances of detecting true differences among groups and true associations among variables.• Covers latest developments in robust regression• Covers latest improvements in ANOVA• Includes newest rank-based methods• Describes and illustrated easy to use software
Authors: Rand R. Wilcox
Resource Type: eBook.
Subjects: Estimation theory, Robust statistics, Statistical hypothesis testing
Categories: MATHEMATICS / Probability & Statistics / General, MATHEMATICS / General, MATHEMATICS / Probability & Statistics / Regression Analysis, PSYCHOLOGY / Education, Training & Supervision
Database: eBook Collection (EBSCOhost)
FullText Links:
  – Type: ebook-pdf
  – Type: ebook-epub
Text:
  Availability: 0
Header DbId: nlebk
DbLabel: eBook Collection (EBSCOhost)
An: 187208
RelevancyScore: 998
AccessLevel: 6
PubType: eBook
PubTypeId: ebook
PreciseRelevancyScore: 998.4384765625
IllustrationInfo
ImageInfo – Size: thumb
  Target: https://rps2images.ebscohost.com/rpsweb/othumb?id=NL$187208$PDF&s=r
– Size: medium
  Target: https://rps2images.ebscohost.com/rpsweb/othumb?id=NL$187208$PDF&s=d
Items – Name: Title
  Label: Title
  Group: Ti
  Data: Introduction to Robust Estimation and Hypothesis Testing
– Name: Abstract
  Label: Description
  Group: Ab
  Data: 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 Robust Estimation and Hypothesis Testing, Second Edition, focuses on the practical applications of modern, robust methods which can greatly enhance our chances of detecting true differences among groups and true associations among variables.• Covers latest developments in robust regression• Covers latest improvements in ANOVA• Includes newest rank-based methods• Describes and illustrated easy to use software
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AR" term="%22Rand+R%2E+Wilcox%22">Rand R. Wilcox</searchLink>
– Name: TypePub
  Label: Resource Type
  Group: TypPub
  Data: eBook.
– Name: Subject
  Label: Subjects
  Group: Su
  Data: <searchLink fieldCode="DE" term="%22Estimation+theory%22">Estimation theory</searchLink><br /><searchLink fieldCode="DE" term="%22Robust+statistics%22">Robust statistics</searchLink><br /><searchLink fieldCode="DE" term="%22Statistical+hypothesis+testing%22">Statistical hypothesis testing</searchLink>
– Name: SubjectBISAC
  Label: Categories
  Group: Su
  Data: <searchLink fieldCode="ZK" term="%22MATHEMATICS+%2F+Probability+%26+Statistics+%2F+General%22">MATHEMATICS / Probability & Statistics / General</searchLink><br /><searchLink fieldCode="ZK" term="%22MATHEMATICS+%2F+General%22">MATHEMATICS / General</searchLink><br /><searchLink fieldCode="ZK" term="%22MATHEMATICS+%2F+Probability+%26+Statistics+%2F+Regression+Analysis%22">MATHEMATICS / Probability & Statistics / Regression Analysis</searchLink><br /><searchLink fieldCode="ZK" term="%22PSYCHOLOGY+%2F+Education%2C+Training+%26+Supervision%22">PSYCHOLOGY / Education, Training & Supervision</searchLink>
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=nlebk&AN=187208
RecordInfo BibRecord:
  BibEntity:
    Classifications:
      – Code: 519.544
        Scheme: ddc
        Type: prePub
    Languages:
      – Code: eng
        Text: English
    Subjects:
      – SubjectFull: Estimation theory
        Type: general
      – SubjectFull: Robust statistics
        Type: general
      – SubjectFull: Statistical hypothesis testing
        Type: general
    Titles:
      – TitleFull: Introduction to Robust Estimation and Hypothesis Testing
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Rand R. Wilcox
      – PersonEntity:
          Name:
            NameFull: Rand R. Wilcox
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 01
              M: 01
              Type: published
              Y: 2005
            – D: 04
              M: 02
              Type: profile
              Y: 2014
          Identifiers:
            – Type: isbn-print
              Value: 9780127515427
            – Type: isbn-electronic
              Value: 9780080470535
          Titles:
            – TitleFull: Introduction to Robust Estimation and Hypothesis Testing
              Type: main
ResultId 1