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. (Harvey Thomas), 1940- (Author), Thompson, W. Clayton (Author)
Corporate Author:	Taylor & Francis
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:	Inverse problems (Differential equations) Mathematical models. Problèmes inverses (Équations différentielles) Modèles mathématiques. mathematical models. MATHEMATICS > General. Mathematical models Electronic books.
Online Access:	Connect to the full text of this electronic book

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.