Statistics for spatial data

書誌事項

Statistics for spatial data

Noel A.C. Cressie

(Wiley series in probability and mathematical statistics, . Applied probability and statistics)

J. Wiley & Sons, c1993

Rev. ed

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注記

Previous ed.: 1991

"A Wiley-interscience publication"

Includes bibliographical references and indexes

内容説明・目次

内容説明

The first practical look at spatial statistics for the scientist and engineer. Designed for the scientific and engineering professional eager to exploit its enormous potential, Statistics for Spatial Data is a primer to the theory as well as the nuts-and-bolts of this influential technique. Focusing on the three areas of geostatistical data, lattice data, and point patterns, the book sheds light on the link between data and model, and reveals how spatial statistical models can be used to solve a host of problems in science and engineering. Revised to reflect state-of-the-art developments, this edition also features many detailed examples, numerous illustrations, and over 1,000 references. The first fully comprehensive introduction, Statistics for Spatial Data is an essential guide for professionals in biology, earth science, civil, electrical, and agricultural engineering, geography, epidemiology, and ecology. "This excellent book, which presents the most important branches of modern spatial statistics in an exemplary manner, will become a basic reference book and will popularize many methods which have been used until now only by small circles of specialists." -Mathematical Reviews "The majority of geoscientists should make sure they have access to this volume, while for those who are actively involved in applying statistical methods to data (of all sorts) this book should be in their personal libraries. As a compendium of statistical procedures to use to analyze data, this volume will surely provide a good solid framework for some time to come." -Geophysics

目次

  • Statistics for Spatial Data.
  • GEOSTATISTICAL DATA.
  • Geostatistics.
  • Spatial Prediction and Kriging.
  • Applications of Geostatistics.
  • Special Topics in Statistics for Spatial Data.
  • LATTICE DATA.
  • Spatial Models on Lattices.
  • Inference for Lattice Models.
  • SPATIAL PATTERNS.
  • Spatial Point Patterns.
  • Modeling Objects.
  • References.
  • Indexes.

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詳細情報

  • NII書誌ID(NCID)
    BA2123997X
  • ISBN
    • 9780471002550
  • LCCN
    93000775
  • 出版国コード
    us
  • タイトル言語コード
    eng
  • 本文言語コード
    eng
  • 出版地
    New York
  • ページ数/冊数
    xx, 900 p.
  • 大きさ
    25 cm
  • 分類
  • 件名
  • 親書誌ID
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