Parameter Estimation and Inverse Problems, 2nd Edition

Book Description

Parameter Estimation and Inverse Problems, 2e provides geoscience students and professionals with answers to common questions like how one can derive a physical model from a finite set of observations containing errors, and how one may determine the quality of such a model. This book takes on these fundamental and challenging problems, introducing students and professionals to the broad range of approaches that lie in the realm of inverse . The authors present both the underlying and practical algorithms for solving inverse problems. The authors' treatment is appropriate for geoscience graduate students and advanced undergraduates with a basic working knowledge of calculus, linear algebra, and .

Parameter Estimation and Inverse Problems, 2e  introduces readers to both Classical and Bayesian approaches to linear and nonlinear problems with particular attention paid to computational, , and statistical issues related to their to geophysical problems. The textbook includes Appendices covering essential linear algebra, statistics, and notation in the context of the subject. A companion website features computational examples (including all examples contained in the textbook) and useful subroutines using .

  • Includes appendices for review of needed concepts in linear, statistics, and vector calculus.
  • Companion website contains comprehensive MATLAB for all examples, which readers can reproduce, experiment with, and modify.
  • Online instructor's guide helps professors teach, customize exercises, and select homework problems
  • Accessible to students and professionals without a highly specialized mathematical background.

Book Details

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Download from FilePiTrue PDF910/05/2015
Download from NitroFlareTrue PDF908/27/2018
Download from Upload.acTrue PDF908/20/2019
Download from ZippyShareTrue PDF910/01/2016
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