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Modeling and inverse problems in the presence of uncertainty

Modeling and Inverse Problems in the Presence of Uncertainty collects recent research-including the authors' own substantial projects-on uncertainty propagation and quantification. It covers two sources of uncertainty: where uncertainty is present primarily due to measurement errors and where u...

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Bibliographic Details
Main Authors: Banks, H. T., Thompson, W. Clayton (Author)
Other Authors: Hu, Shuhua
Format: eBook
Language:English
Published: Boca Raton CRC Press, Taylor and Francis 2014
Series:Monographs and research notes in mathematics
Subjects:
Mathematical Models / Fast
Mathematical Models / Aat
Modèles Mathématiques
Inverse Problems (differential Equations) / Fast
Mathematics / General / Bisacsh
Inverse Problems (differential Equations) / Http://id.loc.gov/authorities/subjects/sh85067684
Mathematical Models / Http://id.loc.gov/authorities/subjects/sh85082124
Problèmes Inverses (Équations Différentielles)
Online Access:
Collection: O'Reilly - Collection details see MPG.ReNa
Table of Contents:
  • Includes bibliographical references and index
  • 1. Introduction
  • 2. Probability and statistics overview
  • 3. Mathematical and statistical aspects of inverse problems
  • 4. Model selection criteria
  • 5. Estimation of probability measures using aggregate population data
  • 6. Optimal design
  • 7. Propagation of uncertainty in a continuous time dynamical system
  • 8. A stochastic system and its corresponding deterministic system

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