Statistics for spatial data

Noel A.C. Cressie

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

「Nielsen BookData」より


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

「Nielsen BookData」より


書名 Statistics for spatial data
著作者等 Cressie, Noel A. C.
シリーズ名 Wiley series in probability and mathematical statistics
出版元 J. Wiley & Sons
刊行年月 c1993
版表示 Rev. ed
ページ数 xx, 900 p.
大きさ 25 cm
ISBN 9780471002550
NCID BA2123997X
※クリックでCiNii Booksを表示
言語 英語
出版国 アメリカ合衆国