Geophysical Data Analysis: Discrete Inverse Theory: MATLAB Edition

Geophysical Data Analysis: Discrete Inverse Theory: MATLAB Edition

by William Menke

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Product Details

ISBN-13: 9780123977847
Publisher: Elsevier Science
Publication date: 06/26/2012
Series: International Geophysics , #45
Sold by: Barnes & Noble
Format: NOOK Book
Pages: 330
File size: 6 MB

About the Author

William Menke is a Professor of Earth and Environmental Sciences at Columbia University, USA. His research focuses on the development of data analysis algorithms for time series analysis and imaging in the earth and environmental sciences and the application of these methods to volcanoes, earthquakes and other natural hazards.

Table of Contents

1. Describing Inverse Problems 2. Some Comments on Probability Theory 3. Solution of the Linear, Gaussian Inverse Problem, Viewpoint 1: The Length Method 4. Solution of the Linear, Gaussian Inverse Problem, Viewpoint 2: Generalized Inverses 5. Solution of the Linear, Gaussian Inverse Problem, Viewpoint 3: Maximum Likelihood Methods 6. Nonuniqueness and Localized Averages 7. Applications of Vector Spaces 8. Linear Inverse Problems and Non-Gaussian Statistics 9. Nonlinear Inverse Problems 10. Factor Analysis 11. Continuous Inverse Theory and Tomography 12. Sample Inverse Problems 13. Applications of Inverse Theory to Solid Earth Geophysics

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