H. T. Banks, Shuhua Hu, W. Clayton Thompson

Modeling and Inverse Problems in the Presence of Uncertainty (eBook, ePUB)

• Format: ePub

Produktbeschreibung

This book 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. With many examples throughout addressing problems in physics, biology, and other areas, the book is suitable for applied mathematicians as well as scientists in biology, medicine, engineering, and physics.

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Produktdetails

• Verlag: Taylor & Francis
• Erscheinungstermin: 1. April 2014
• Englisch
• ISBN-13: 9781040074213
• Artikelnr.: 72519870

Autorenporträt

Banks, H. T.; Hu, Shuhua; Thompson, W. Clayton

Inhaltsangabe

Introduction. Probability and Statistics Overview. Mathematical and
Statistical Aspects of Inverse Problems. Model Comparison Criteria.
Estimation of Probability Measures Using Aggregate Population Data. Optimal
Design. Propagation of Uncertainty in a Continuous Time Dynamical System. A
Stochastic System and Its Corresponding Deterministic System. Frequently
Used Notations and Abbreviations. Index.