Modeling and inverse problems in the presence of uncertainty
General Material Designation
[Book]
First Statement of Responsibility
H. Thomas Banks, Shuhua Hu, William Clayton Thompson.
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
Boca Raton :
Name of Publisher, Distributor, etc.
CRC Press, Taylor and Francis,
Date of Publication, Distribution, etc.
2014.
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
1 online resource (403 pages) :
Other Physical Details
illustrations.
SERIES
Series Title
Monographs and research notes in mathematics
CONTENTS NOTE
Text of Note
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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SUMMARY OR ABSTRACT
Text of Note
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 uncertainty is present due to the modeling formulation itself. After a useful review of relevant probability and statistical concepts, the book summarizes mathematical and statistical aspects of inverse problem methodology, including ordinary, weighted, and generalized le.
OTHER EDITION IN ANOTHER MEDIUM
Title
Modeling and Inverse Problems in the Presence of Uncertainty.