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Geostatistics Explained An Introductory Guide for Earth Scientists

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Geostatistics Explained An Introductory Guide for Earth Scientists

Geostatistics Explained An Introductory Guide for Earth Scientists
Steve McKillup, Melinda Darby Dyar
Cambridge University Press
Geostatistics Explained An Introductory Guide for Earth Scientists
  • Release Date
    2022-09-04
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  • Category
    Earth Science
  • File Type
    Book
  • Language
    English
  • File Format
    PDF
  • Year
    2010
  • ISIN
    B003NHRRUS
  • ISBN-13
    9780521763226
  • Pages
    414 pages
  • File Size
    2.993 MB
  • Release Date
    2022-09-04

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Book Summary

A reader-friendly introduction to geostatistics for students and researchers struggling with statistics. Using simple, clear explanations for introductory and advanced material, it demystifies complex concepts and makes formulas and statistical tests easy to apply. Beginning with a critical evaluation of experimental and sampling design, the book moves on to explain essential concepts of probability, statistical significance and type 1 and type 2 error. An accessible graphical explanation of analysis of variance (ANOVA) leads onto advanced ANOVA designs, correlation and regression, and non-parametric tests including chi-square. Finally, it introduces the essentials of multivariate techniques, multi-dimensional scaling and cluster analysis, analysis of sequences and concepts of spatial analysis. Illustrated with wide-ranging examples from topics across the Earth and environmental sciences, Geostatistics Explained can be used for undergraduate courses or for self-study and reference. Worked examples at the end of each chapter reinforce a clear understanding of the statistical tests and their applications.

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