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Viser: Geophysical Data Analysis: Discrete Inverse Theory - MATLAB Edition
Geophysical Data Analysis: Discrete Inverse Theory: MATLAB Edition Vital Source e-bog
William Menke
(2012)
Geophysical Data Analysis: Discrete Inverse Theory
MATLAB Edition
William Menke
(2012)
Sprog: Engelsk
Detaljer om varen
- 3. Udgave
- Vital Source searchable e-book (Fixed pages): 330 sider
- Udgiver: Elsevier Science (Juni 2012)
- ISBN: 9780123977847
Since 1984, Geophysical Data Analysis has filled the need for a short, concise reference on inverse theory for individuals who have an intermediate background in science and mathematics. The new edition maintains the accessible and succinct manner for which it is known, with the addition of:
- MATLAB examples and problem sets
- Advanced color graphics
- Coverage of new topics, including Adjoint Methods; Inversion by Steepest Descent, Monte Carlo and Simulated Annealing methods; and Bootstrap algorithm for determining empirical confidence intervals
- Online data sets and MATLAB scripts that can be used as an inverse theory tutorial.
- Additional material on probability, including Bayesian influence, probability density function, and metropolis algorithm
- Detailed discussion of application of inverse theory to tectonic, gravitational and geomagnetic studies
- Numerous examples and end-of-chapter homework problems help you explore and further understand the ideas presented
- Use as classroom text facilitated by a complete set of exemplary lectures in Microsoft PowerPoint format and homework problem solutions for instructors
- Check out the companion website: http://www.elsevierdirect.com/companion.jsp?ISBN=9780123971609
and the Instructor website: http://textbooks.elsevier.com/web/manuals.aspx?isbn=9780123971609
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Detaljer om varen
- Hardback: 330 sider
- Udgiver: Elsevier Science & Technology (Juni 2012)
- ISBN: 9780123971609
Since 1984, Geophysical Data Analysis has filled the need for a short, concise reference on inverse theory for individuals who have an intermediate background in science and mathematics. The new edition maintains the accessible and succinct manner for which it is known, with the addition of:
- MATLAB examples and problem sets
- Advanced color graphics
- Coverage of new topics, including Adjoint Methods; Inversion by Steepest Descent, Monte Carlo and Simulated Annealing methods; and Bootstrap algorithm for determining empirical confidence intervals
- Additional material on probability, including Bayesian influence, probability density function, and metropolis algorithm
- Detailed discussion of application of inverse theory to tectonic, gravitational and geomagnetic studies
- Numerous examples and end-of-chapter homework problems help you explore and further understand the ideas presented
- Use as classroom text facilitated by a complete set of exemplary lectures in Microsoft PowerPoint format and homework problem solutions for instructors
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