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Computational Statistics In The Earth Sciences

With Applications In Matlab

Computational Statistics In The Earth Sciences - Chave, Alan D. (woods Hole Oceanographic Institution, Massachusetts) - ISBN: 9781107096004
Prijs: € 76,20
Levertijd: 3 tot 4 werkdagen
Bindwijze: Boek, Gebonden
Genre: Aardwetenschappen
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Beschrijving

This book combines theoretical underpinnings of statistics with practical analysis of Earth sciences data using MATLAB. Supplementary resources are available online.

Details

Titel: Computational Statistics In The Earth Sciences
auteur: Chave, Alan D. (woods Hole Oceanographic Institution, Massachusetts)
Mediatype: Boek
Bindwijze: Gebonden
Taal: Engels
Aantal pagina's: 464
Uitgever: Cambridge University Press
Plaats van publicatie: 03
NUR: Aardwetenschappen
Afmetingen: 195 x 253 x 25
Gewicht: 1182 gr
ISBN/ISBN13: 9781107096004
Intern nummer: 38324045

Biografie (woord)

Alan D. Chave is a Senior Scientist at Woods Hole Oceanographic Institution (WHOI), Massachusetts. He has been a Chartered Statistician since 2003, and has taught a graduate-level course in statistics in the MIT/WHOI Joint Program for twenty years. For over forty years, he has conducted research utilizing the magnetotelluric method, primarily in the oceans, and using electromagnetic measurements to define the barotropic water velocity. Dr Chave has also designed instrumentation for optical and chemical measurements in the ocean, and has played a leading role in the development of long-term ocean observatories worldwide. He has been an associate editor of the Journal of Geophysical Research and editor-in-chief of Reviews of Geophysics, and is the co-author of The Magnetotelluric Method (Cambridge, 2012).

Inhoudsopgave

Preface; 1. Probability concepts; 2. Statistical concepts; 3. Statistical distributions; 4. Characterization of data; 5. Point, interval and ratio estimators; 6. Hypothesis testing; 7. Nonparametric methods; 8. Resampling methods; 9. Linear regression; 10. Multivariate statistics; 11. Compositional data; Appendix: MATLAB functions to produce ternary diagrams; References; Index.

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