Geostatistics explained: An introductory guide for earth scientists
Language: English Publication details: United Kingdom: Cambridge University Press, 2010. Description: xvi, 396p.; 21cmsISBN: 9780521746564Subject(s): Collecting and displaying data -- Probability | Doing science responsibly and ethically | Multiple comparsions -- VariablesDDC classification: 550.15195 M35| Item type | Current library | Call number | Status | Date due | Barcode |
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Dr. S. R. Ranganathan Library General Stacks | 550.15195 M35 (Browse shelf(Opens below)) | Available | 3281 |
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.
End-of-chapter worked examples allow the reader to manipulate data and see how tests and formulas actually work
Diagnostic tables for choosing the appropriate statistical test provide an excellent resource for the non-specialist
Explanations encourage and give the reader the confidence to use statistical tests and interpret the results effectively even if they have an aversion to mathematics
This reader-friendly introduction to geostatistics demystifies complex concepts and makes formulas and statistical tests easy to apply. With wide-ranging examples from topics across the Earth and environmental sciences, and worked examples at the end of each chapter, this book can be used for undergraduate courses or for self-study and reference.