Geostatistics Explained: An Introductory Guide for Earth Scientists

Book Title :Geostatistics Explained: An Introductory Guide for Earth Scientists

A readerfriendly 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 nonparametric tests including chisquare. Finally, it introduces the essentials of multivariate techniques, multidimensional scaling and cluster analysis, analysis of sequences and concepts of spatial analysis. Illustrated with wideranging examples from topics across the Earth and environmental sciences, Geostatistics Explained can be used for undergraduate courses or for selfstudy and reference. Worked examples at the end of each chapter reinforce a clear understanding of the statistical tests and their applications.

Author(s) Book :Steve McKillup; Melinda Darby Dyar (2010)

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