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:
    non sort: A
    title: Chronicle of Permutation Statistical Methods
    sub title: 1920–2000, and Beyond
  name:
    name part: Berry, Kenneth J.
    role:
      role term: creator
    role:
      role term: author.
  name:
    name part: Johnston, Janis E.
    role:
      role term: author.
  name:
    name part: Mielke Jr., Paul W.
    role:
      role term: author.
  name:
    name part: SpringerLink (Online service)
  type of resource: text
  origin info:
    place:
      place term: gw
    date issued: 2014
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: electronic
    form: electronic resource
    reformatting quality: access
    form: remote
    extent: XIX, 517 p. 51 illus. online resource.
  abstract: The focus of this book is on the birth and historical development of permutation statistical methods from the early 1920s to the near present. Beginning with the seminal contributions of R.A. Fisher, E.J.G. Pitman, and others in the 1920s and 1930s, permutation statistical methods were initially introduced to validate the assumptions of classical statistical methods. Permutation methods have advantages over classical methods in that they are optimal for small data sets and non-random samples, are data-dependent, and are free of distributional assumptions. Permutation probability values may be exact, or estimated via moment- or resampling-approximation procedures. Because permutation methods are inherently computationally-intensive, the evolution of computers and computing technology that made modern permutation methods possible accompanies the historical narrative. Permutation analogs of many well-known statistical tests are presented in a historical context, including multiple correlation and regression, analysis of variance, contingency table analysis, and measures of association and agreement. A non-mathematical approach makes the text accessible to readers of all levels.
  table of contents: Preface -- 1.Introduction -- 2.1920–1939 -- 3.1940–1959 -- 4.1960–1979 -- 5.1980–2000 -- 6.Beyond 2000 -- Epilogue -- References -- Acronyms -- Name Index -- Subject Index.
  note: by Kenneth J. Berry, Janis E. Johnston, Paul W. Mielke Jr.
  subject:
    topic: Statistics
  subject:
    topic: Mathematics
  subject:
    topic: History
  subject:
    topic: Statistics
  subject:
    topic: Statistics, general
  subject:
    topic: History of Mathematical Sciences
  classification: QA276-280
  classification: 519.5
  related item:
    title info:
      title: Springer eBooks
  identifier: 9783319027449
  identifier: http://dx.doi.org/10.1007/978-3-319-02744-9
  record info:
    record creation date: 140411
    record change date: 20151204182701.0
    record identifier: 978-3-319-02744-9