Description: 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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EAN: 9780521746564
UPC: 9780521746564
ISBN: 9780521746564
MPN: N/A
Book Title: Geostatistics Explained: An Introductory Guide for
Item Length: 22.6 cm
Number of Pages: 414 Pages
Publication Name: Geostatistics Explained: an Introductory Guide for Earth Scientists
Language: English
Publisher: Cambridge University Press
Item Height: 229 mm
Subject: Geology, Mathematics
Publication Year: 2010
Type: Textbook
Item Weight: 550 g
Author: Steve Mckillup, Melinda Darby Dyar
Item Width: 152 mm
Format: Paperback