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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. From Statistics to Geostatistics

    1. Front Matter
      Pages 5-5
    2. Hans Wackernagel
      Pages 7-12
    3. Hans Wackernagel
      Pages 13-24
    4. Hans Wackernagel
      Pages 25-31
  4. Geostatistics

    1. Front Matter
      Pages 33-35
    2. Hans Wackernagel
      Pages 37-42
    3. Hans Wackernagel
      Pages 43-47
    4. Hans Wackernagel
      Pages 48-54
    5. Hans Wackernagel
      Pages 55-59
    6. Hans Wackernagel
      Pages 60-63
    7. Hans Wackernagel
      Pages 64-75
    8. Hans Wackernagel
      Pages 76-82
    9. Hans Wackernagel
      Pages 83-92
    10. Hans Wackernagel
      Pages 93-99
    11. Hans Wackernagel
      Pages 100-104
    12. Hans Wackernagel
      Pages 105-110
    13. Hans Wackernagel
      Pages 111-116
    14. Hans Wackernagel
      Pages 117-123
  5. Multivariate Analysis

    1. Front Matter
      Pages 125-125
    2. Hans Wackernagel
      Pages 127-135
    3. Hans Wackernagel
      Pages 136-138
    4. Hans Wackernagel
      Pages 139-141
  6. Multivariate Geostatistics

    1. Front Matter
      Pages 143-143
    2. Hans Wackernagel
      Pages 145-151
    3. Hans Wackernagel
      Pages 152-154
    4. Hans Wackernagel
      Pages 155-158
    5. Hans Wackernagel
      Pages 159-166
    6. Hans Wackernagel
      Pages 167-171
    7. Hans Wackernagel
      Pages 172-180
    8. Hans Wackernagel
      Pages 181-186
    9. Hans Wackernagel
      Pages 187-193
    10. Hans Wackernagel
      Pages 194-196
  7. Non-Stationary Geostatistics

    1. Front Matter
      Pages 197-197
    2. Hans Wackernagel
      Pages 199-209
    3. Hans Wackernagel
      Pages 210-217
    4. Hans Wackernagel
      Pages 218-225
  8. Back Matter
    Pages 227-293

About this book

Introduction

This book presents 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 3 basic methods of multivariate analysis. Applications from very different areas of science, as well as exercises with solutions, are provided to help convey the general ideas. In the second edition, the introductory chapter has been divided into two separate chapters for clarity. Furthermore, the chapters regarding normal kriging and cokriging have been restructured and the section on non-stationary geostatistics has been entirely rewritten.

Keywords

Multivariate statistics correlation geostatistics linear regression principal component analysis spatial statistics time-series analysis

Authors and affiliations

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

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-662-03550-4
  • Copyright Information Springer-Verlag Berlin Heidelberg 1998
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Springer Book Archive
  • Print ISBN 978-3-662-03552-8
  • Online ISBN 978-3-662-03550-4
  • Buy this book on publisher's site