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Multivariate Geostatistics

An Introduction with Applications

  • Hans Wackernagel

Table of contents

  1. Front Matter
    Pages I-XIV
  2. Introduction

    1. Hans Wackernagel
      Pages 1-4
  3. Preliminaries

    1. Front Matter
      Pages 5-5
    2. Hans Wackernagel
      Pages 7-21
  4. Geostatistics

    1. Front Matter
      Pages 23-23
    2. Hans Wackernagel
      Pages 25-29
    3. Hans Wackernagel
      Pages 30-34
    4. Hans Wackernagel
      Pages 35-40
    5. Hans Wackernagel
      Pages 41-45
    6. Hans Wackernagel
      Pages 46-49
    7. Hans Wackernagel
      Pages 50-61
    8. Hans Wackernagel
      Pages 62-68
    9. Hans Wackernagel
      Pages 69-73
    10. Hans Wackernagel
      Pages 74-81
    11. Hans Wackernagel
      Pages 82-88
    12. Hans Wackernagel
      Pages 89-93
    13. Hans Wackernagel
      Pages 94-99
    14. Hans Wackernagel
      Pages 100-105
    15. Hans Wackernagel
      Pages 106-112
  5. Multivariate Analysis

    1. Front Matter
      Pages 113-113
    2. Hans Wackernagel
      Pages 115-122
    3. Hans Wackernagel
      Pages 123-125
    4. Hans Wackernagel
      Pages 126-128
  6. Multivariate Geostatistics

    1. Front Matter
      Pages 129-129
    2. Hans Wackernagel
      Pages 131-136
    3. Hans Wackernagel
      Pages 137-139
    4. Hans Wackernagel
      Pages 140-143
    5. Hans Wackernagel
      Pages 144-151
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      Pages 152-159
    7. Hans Wackernagel
      Pages 160-165
    8. Hans Wackernagel
      Pages 166-171
    9. Hans Wackernagel
      Pages 172-174
  7. Non-Stationary Geostatistics

    1. Front Matter
      Pages 175-175
    2. Hans Wackernagel
      Pages 177-184
    3. Hans Wackernagel
      Pages 185-189
    4. Hans Wackernagel
      Pages 190-200
  8. Back Matter
    Pages 201-257

About this book

Introduction

The book provides the applied scientist, engineer or statistician with an introduction to geostatistics stressing the multivariate aspects. Geostatistics offers a variety of models, methods and techniques for the analysis, estimation and display of multivariate data distributed in space or time. The book presents a brief review of statistical concepts, a detailed introduction to linear geostatistics, and an account of three basic methods of multivariate analysis. Moreover, it presents an advanced presentation of linear models for multivariate spatial or temporal data, including the recent bilinear model of coregionalization, and an introduction to non stationary geostatistics with a special focus on the external drift method.

Keywords

correlation correspondence analysis geostatistics linear regression principal component analysis statistics

Authors and affiliations

  • Hans Wackernagel
    • 1
  1. 1.Centre de GéostatistiqueEcole des Mines de ParisFontainebleauFrance

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-662-03098-1
  • Copyright Information Springer-Verlag Berlin Heidelberg 1995
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Springer Book Archive
  • Print ISBN 978-3-662-03100-1
  • Online ISBN 978-3-662-03098-1
  • Buy this book on publisher's site