rdf-syntax-grammar
mods:
  schema location: http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-2.xsd
  title info:
    title: Introduction to robust estimation and hypothesis testing
  name:
    name part: Wilcox, Rand R.
    role:
      role term: creator
  name:
    name part: ScienceDirect (Online service)
  type of resource: text
  genre: bibliography
  genre: Electronic books.
  origin info:
    place:
      place term: ne
    place:
      place term: Amsterdam
    place:
      place term: Boston
    publisher: Academic Press
    date issued: 2012
    edition: 3rd ed.
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: remote
    extent: 1 online resource (xxi, 690 pages) : illustrations
  abstract: 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.
  abstract: "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"--
  table of contents: 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.
  note: Rand R. Wilcox.
  note: Includes bibliographical references and index.
  subject:
    topic: Estimation theory
  subject:
    topic: Robust statistics
  subject:
    topic: Statistical hypothesis testing
  subject:
    topic: Théorie de l'estimation
  subject:
    topic: Statistiques robustes
  subject:
    topic: Tests d'hypothèses (Statistique)
  subject:
    topic: MATHEMATICS
    topic: Probability & Statistics
    topic: General
  subject:
    topic: Estimation theory
  subject:
    topic: Robust statistics
  subject:
    topic: Statistical hypothesis testing
  subject:
    topic: Robuuste statistiek
  subject:
    topic: Schattingstheorie
  subject:
    topic: Hypothesetoetsing
  classification: QA276.8 .W55 2012
  classification: 519.5/44
  classification: 31.73
  related item:
    title info:
      title: Statistical modeling and decision science
  related item:
    title info:
      title: Introduction to robust estimation and hypothesis testing
    name:
      name part: Wilcox, Rand R.
    origin info:
      publisher: Amsterdam ; Boston : Academic Press, 2012
      edition: 3rd ed.
    identifier: (DLC) 2011047130
    identifier: (OCoLC)769010678
  identifier: 9780123870155
  identifier: 0123870151
  identifier: 1283394081
  identifier: 9781283394086
  identifier: 9780123869838
  identifier: 0123869838
  identifier: 2011047130
  identifier: 1104488:10156763 Elsevier Science & Technology
  identifier: http://proxy.library.tamu.edu/login
  record info:
    record content source: OPELS
    record creation date: 120210
    record change date: 20260326191230.7
    record identifier: in00005749497
    language of cataloging:
      language term: eng