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. 1940- (Author), Thompson, W. Clayton (Author)
Other Authors: Hu, Shuhua.
Format: eBook
Published: Boca Raton : CRC Press, Taylor and Francis, 2014.
Series:Monographs and research notes in mathematics.
Online Access:CONNECT
Table of Contents:
  • 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.