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: Multivariate Geostatistics
    sub title: an Introduction with Applications
  name:
    name part: Wackernagel, Hans.
    role:
      role term: creator
  name:
    name part: SpringerLink (Online service)
  type of resource: text
  genre: Electronic books.
  origin info:
    place:
      place term: gw
    date issued: 2003
    edition: Third, completely rev. edition.
    issuance: monographic
  language:
    language term: eng
  physical description:
    reformatting quality: access
    form: remote
    extent: 1 online resource (xv, 387 pages)
  abstract: The third edition of this very successful text book provides an introduction to geostatistics stressing the multivariate aspects for scientists, engineers or statisticians. Geostatistics offers a variety of models, methods and techniques for the analysis, estimation and display of multivariate data distributed in space or time. This book presents a brief review of statistical concepts, a detailed introduction to linear geostatistics, and an account of three methods of multivariate analysis. Moreover, it contains an advanced presentation of linear models for mulitvariate spatial or temporal data, of nonlinear models and methods for selection problems with change of support, as well as an introduction to non-stationary geostatistics with special focus on the external drift method. Applications from very different areas of science as well as exercices with solutions are provided to help convey the general ideas.
  table of contents: From the contents: From Statistics to Geostatistics -- Mean, Variance, Covariance -- Linear Regression and Simple Kriging -- Kriging the Mean; Geostatistics -- Regionalized Variable and Random Function -- Variogram Cloud -- Variogram and Covariance Function -- Anisotropy -- Extension and Dispersion Variance -- Measures and Plots of Dispersion -- Kriging Weights -- Mapping with Kriging -- Linear Model of Regionalization -- Kriging Spatial Components -- The Smoothness of Kriging; Multivariate Analysis -- Principal Component Analysis -- Canonical Analysis -- Correspondence Analysis; D: Multivariate Geostatistics -- Direct and Cross Covariances -- Covariance Function Matrices -- Intrinsic Multivariate Correlation -- Heterotopic Cokriging; Non-Stationary Geostatistics -- External Drift -- Universal Kriging -- Translations Invariant Drift.
  note: by Hans Wackernagel.
  note: Electronic resource.
  subject:
    topic: Geography
  subject:
    topic: Geology
  subject:
    topic: Geography
  subject:
    topic: Geology
  classification: QE1-996.5
  classification: 551
  identifier: 9783662052945 (electronic bk.)
  identifier: 3662052946 (electronic bk.)
  identifier: 9783642079115
  identifier: 3642079113
  identifier: 3662052946
  identifier: http://proxy.library.tamu.edu/login
  record info:
    record content source: AU@
    record creation date: 130403
    record change date: 20260422215142.8
    record identifier: in00003556974
    language of cataloging:
      language term: eng