Geostatistics explained: an introductory guide for earth scientists
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 evaluati...
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Cambridge
Cambridge University Press
2010
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| Schlagworte: | |
| Online-Zugang: | BSB01 FHN01 UBM01 Volltext |
| Zusammenfassung: | 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 |
| Beschreibung: | Title from publisher's bibliographic system (viewed on 05 Oct 2015) |
| Beschreibung: | 1 online resource (xvi, 396 pages) |
| ISBN: | 9780511807558 |
| DOI: | 10.1017/CBO9780511807558 |
Internformat
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Datensatz im Suchindex
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| dewey-ones | 550 - Earth sciences |
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| discipline | Geologie / Paläontologie Geographie |
| doi_str_mv | 10.1017/CBO9780511807558 |
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| spelling | McKillup, Steve Verfasser aut Geostatistics explained an introductory guide for earth scientists Steve McKillup, Melinda Darby Dyar Cambridge Cambridge University Press 2010 1 online resource (xvi, 396 pages) txt rdacontent c rdamedia cr rdacarrier Title from publisher's bibliographic system (viewed on 05 Oct 2015) 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 Geologie Geology / Statistical methods Geostatistik (DE-588)4020279-3 gnd rswk-swf 1\p (DE-588)4123623-3 Lehrbuch gnd-content Geostatistik (DE-588)4020279-3 s 2\p DE-604 Dyar, M. Darby Sonstige oth Erscheint auch als Druckausgabe 978-0-521-74656-4 Erscheint auch als Druckausgabe 978-0-521-76322-6 https://doi.org/10.1017/CBO9780511807558 Verlag URL des Erstveröffentlichers Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 2\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | McKillup, Steve Geostatistics explained an introductory guide for earth scientists Geologie Geology / Statistical methods Geostatistik (DE-588)4020279-3 gnd |
| subject_GND | (DE-588)4020279-3 (DE-588)4123623-3 |
| title | Geostatistics explained an introductory guide for earth scientists |
| title_auth | Geostatistics explained an introductory guide for earth scientists |
| title_exact_search | Geostatistics explained an introductory guide for earth scientists |
| title_full | Geostatistics explained an introductory guide for earth scientists Steve McKillup, Melinda Darby Dyar |
| title_fullStr | Geostatistics explained an introductory guide for earth scientists Steve McKillup, Melinda Darby Dyar |
| title_full_unstemmed | Geostatistics explained an introductory guide for earth scientists Steve McKillup, Melinda Darby Dyar |
| title_short | Geostatistics explained |
| title_sort | geostatistics explained an introductory guide for earth scientists |
| title_sub | an introductory guide for earth scientists |
| topic | Geologie Geology / Statistical methods Geostatistik (DE-588)4020279-3 gnd |
| topic_facet | Geologie Geology / Statistical methods Geostatistik Lehrbuch |
| url | https://doi.org/10.1017/CBO9780511807558 |
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