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Large-Scale Inverse Problems and Quantification of Uncertainty

Bag om Large-Scale Inverse Problems and Quantification of Uncertainty

This book focuses on computational methods for large-scale statistical inverse problems and provides an introduction to statistical Bayesian and frequentist methodologies. Recent research advances for approximation methods are discussed, along with Kalman filtering methods and optimization-based approaches to solving inverse problems.

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  • Sprog:
  • Engelsk
  • ISBN:
  • 9780470697436
  • Indbinding:
  • Hardback
  • Sideantal:
  • 400
  • Udgivet:
  • 5. november 2010
  • Størrelse:
  • 159x238x23 mm.
  • Vægt:
  • 760 g.
  • Ukendt - mangler pt..

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This book focuses on computational methods for large-scale statistical inverse problems and provides an introduction to statistical Bayesian and frequentist methodologies. Recent research advances for approximation methods are discussed, along with Kalman filtering methods and optimization-based approaches to solving inverse problems.

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