ENGLISH

Multivariate Geostatistics: An Introduction with Applications

By Dr. Hans Wackernagel (auth.)

Book information

Publisher
Springer-Verlag Berlin Heidelberg
Year
2003
ISBN
978-3-642-07911-5, 978-3-662-05294-5
DOI
10.1007/978-3-662-05294-5
Language
english
Format
PDF
Filesize
9 MB (9820169 bytes)
Edition
3
Pages
388\388
Orientation
yes
Scanned
yes
Time added
2013-08-01 04:00:00
Chemistry and Earth SciencesComputer Sciencegeneral; Statistics for EngineeringGeology; Earth SciencesPhysics

Description

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.

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