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: Statistical Analysis of Designed Experiments
  name:
    name part: Toutenburg, Helge.
    role:
      role term: creator
    role:
      role term: author.
  name:
    name part: SpringerLink (Online service)
  type of resource: text
  origin info:
    place:
      place term: xxu
    date issued: 2002
    edition: Second Edition.
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: electronic
    form: electronic resource
    reformatting quality: access
    form: remote
    extent: XV, 503 p. 1 illus. online resource.
  abstract: This book is the second English edition of my German textbook that was originally written parallel to my lecture “Design of Experiments” which was held at the University of Munich. It is thought to be a type of resource/reference book which contains statistical methods used by - searchersin applied areas. Because of the diverse examples it could also be used in more advanced undergraduate courses, as a textbook. It is often called to our attention, by statisticians in the pharmac- tical industry, that there is a need for a summarizing and standardized representation of the design and analysis of experiments that includes the di?erent aspects of classical theory for continuous response, and of modern procedures for a categorical and, especially, correlated response, as well as more complex designs as, for example, cross–over and repeated measures. Therefore the book is useful for non statisticians who may appreciate the versatility of methods and examples, and for statisticians who will also ?nd theoretical basics and extensions. Therefore the book tries to bridge the gap between the application and theory within methods dealing with designed experiments.
  table of contents: Comparison of Two Samples -- The Linear Regression Model -- Single-Factor Experiments with Fixed and Random Effects -- More Restrictive Designs -- Multifactor Experiments -- Models for Categorical Response Variables -- Repeated Measures Model -- Cross-Over Design -- Statistical Analysis of Incomplete Data.
  note: by Helge Toutenburg.
  subject:
    topic: Statistics
  subject:
    topic: Statistics
  subject:
    topic: Statistical Theory and Methods
  subject:
    topic: Statistics, general
  classification: QA276-280
  classification: 519.5
  related item:
    title info:
      title: Springer eBooks
  related item:
    title info:
      title: Springer Texts in Statistics
  identifier: 9780387227726
  identifier: http://dx.doi.org/10.1007/b98966
  record info:
    record creation date: 100301
    record change date: 20151204170035.0
    record identifier: 978-0-387-22772-6