Pre-Owned Statistical and Computational Inverse Problems (Hardcover) by Jari Kaipio, E Somersalo
Erkki Somersalo and Jari Kaipio

Pre-Owned Statistical and Computational Inverse Problems (Hardcover) by Jari Kaipio, E Somersalo

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  • ISBN: 9780387220734
  • Condition: Pre-Owned: Good
  • Hard cover
  • 2005 ed.
  • Language: English
  • Pages: 340
  • Sewn binding. Cloth over boards. 340 p. Contains: Unspecified. Applied Mathematical Sciences, 160.
  • This book develops the statistical approach to inverse problems with an emphasis on modeling and computations. The framework is the Bayesian paradigm, where all variables are modeled as random variables, the randomness reflecting the degree of belief of their values, and the solution of the inverse problem is expressed in terms of probability densities. The book discusses in detail the construction of prior models, the measurement noise modeling and Bayesian estimation. Markov Chain Monte Carlo-methods as well as optimization methods are examples that are often non-trivial, but easy to follow. Besides the simple examples, the book contains problems as discretization errors, and statistical model reduction. Furthermore, the techniques are then applied to a number of real world applications such as limited angle tomography, image deblurring, electrical impedance tomography, and biomagnetic inverse problems. The book is intended for researchers and advanced students in applied mathematics, computational physics, and engineering. The first part of the book can be used as a textbook on advanced inverse problems courses.
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What is the Walmart Pre-Owned Program?

Walmart Pre-Owned allows you to find previously owned, well-cared-for items from Walmart’s trusted & performance-managed sellers. Shopping Pre-Owned allows you to bring home the best-quality picks at even lower prices, in addition to extending the life of an item & reducing waste. Find your favorites & shop a range of conditions in every category.

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Why Walmart Pre-Owned?

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Product image for illustration purposes only. The item you receive may vary from the image in minor ways, such as slight differences in appearance, color, and/or design. *Exceptions apply during holiday season, and on certain electronics, collectibles, and jewelry.

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