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Data Analysis in the Earth Sciences Using Matlab / With 3.5" Disk

Data Analysis in the Earth Sciences Using Matlab / With 3.5" Disk - 00 edition

ISBN13: 978-0133935059

Cover of Data Analysis in the Earth Sciences Using Matlab / With 3.5" Disk 00 (ISBN 978-0133935059)
ISBN13: 978-0133935059
ISBN10: 0133935051
Cover type:
Edition/Copyright: 00
Publisher: Prentice Hall, Inc.
Published: 2000
International: No

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Data Analysis in the Earth Sciences Using Matlab / With 3.5" Disk - 00 edition

ISBN13: 978-0133935059

Gerard V. Middleton

ISBN13: 978-0133935059
ISBN10: 0133935051
Cover type:
Edition/Copyright: 00
Publisher: Prentice Hall, Inc.

Published: 2000
International: No
Summary

This unique book introduces earth scientists to MATLAB and its use for displaying and analyzing typical data sets encountered in geology, geophysics, or geography. Includes many MATLAB scripts to implement displays of graph types rarely provided by spreadsheets or presentation graphics programs. These include triangular diagrams, rose diagrams, stereographic projections, histograms with fitted normal curves, cumulative curves (plotted on probability paper), trend surface and residual contour plots, semivariograms, and divider plots for the determination of fractal dimension. Appropriate for those interested in Data Analysis found in geology, geography, or geographics.

Table of Contents

1. Introduction.
2. Fundamentals of Statistics.
3. Algorithms and Computing.
4. Data as Matrices.
5. Regression and Curve Fitting.
6. Classification.
7. Time Series.
8. Spatial Data.
9. Directional and Compositional Data.
10. Fractals.



References.
Appendix A. Introduction to MATLAB.
Appendix B. List of Scripts, Functions, and Data Files.
Index.

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