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: Theory of Multivariate Statistics
  name:
    name part: Bilodeau, Martin.
    role:
      role term: creator
    role:
      role term: author.
  name:
    name part: Brenner, David.
    role:
      role term: author.
  name:
    name part: SpringerLink (Online service)
  type of resource: text
  origin info:
    place:
      place term: xxu
    date issued: 1999
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: electronic
    form: electronic resource
    reformatting quality: access
    form: remote
    extent: XVIII, 290 p. online resource.
  abstract: Our object in writing this book is to present the main results of the modern theory of multivariate statistics to an audience of advanced students who would appreciate a concise and mathematically rigorous treatment of that material. It is intended for use as a textbook by students taking a first graduate course in the subject, as well as for the general reference of interested research workers who will find, in a readable form, developments from recently published work on certain broad topics not otherwise easily accessible, as for instance robust inference (using adjusted likelihood ratio tests) and the use of the bootstrap in a multivariate setting. A minimum background expected of the reader would include at least two courses in mathematical statistics, and certainly some exposure to the calculus of several variables together with the descriptive geometry of linear algebra.
  table of contents: Linear algebra -- Random vectors -- Gamma, Dirichlet, and F distributions -- Invariance -- Multivariate normal -- Multivariate sampling -- Wishart distributions -- Tests on mean and variance -- Multivariate regression -- Principal components -- Canonical correlations -- Asymptotic expansions -- Robustness -- Bootstrap confidence regions and tests.
  note: by Martin Bilodeau, David Brenner.
  subject:
    topic: Mathematics
  subject:
    topic: Probabilities
  subject:
    topic: Statistics
  subject:
    topic: Mathematics
  subject:
    topic: Probability Theory and Stochastic Processes
  subject:
    topic: Statistical Theory and Methods
  classification: QA273.A1-274.9
  classification: QA274-274.9
  classification: 519.2
  related item:
    title info:
      title: Springer eBooks
  related item:
    title info:
      title: Springer Texts in Statistics
  identifier: 9780387226163
  identifier: http://dx.doi.org/10.1007/b97615
  record info:
    record creation date: 100301
    record change date: 20151204161408.0
    record identifier: 978-0-387-22616-3