The Uncertainty Analysis of Model Results

A Practical Guide

Nonfiction, Science & Nature, Mathematics, Statistics, Computers
Cover of the book The Uncertainty Analysis of Model Results by Eduard Hofer, Springer International Publishing
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Author: Eduard Hofer ISBN: 9783319762975
Publisher: Springer International Publishing Publication: May 2, 2018
Imprint: Springer Language: English
Author: Eduard Hofer
ISBN: 9783319762975
Publisher: Springer International Publishing
Publication: May 2, 2018
Imprint: Springer
Language: English

This book is a practical guide to the uncertainty analysis of computer model applications. Used in many areas, such as engineering, ecology and economics, computer models are subject to various uncertainties at the level of model formulations, parameter values and input data. Naturally, it would be advantageous to know the combined effect of these uncertainties on the model results as well as whether the state of knowledge should be improved in order to reduce the uncertainty of the results most effectively. The book supports decision-makers, model developers and users in their argumentation for an uncertainty analysis and assists them in the interpretation of the analysis results.

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This book is a practical guide to the uncertainty analysis of computer model applications. Used in many areas, such as engineering, ecology and economics, computer models are subject to various uncertainties at the level of model formulations, parameter values and input data. Naturally, it would be advantageous to know the combined effect of these uncertainties on the model results as well as whether the state of knowledge should be improved in order to reduce the uncertainty of the results most effectively. The book supports decision-makers, model developers and users in their argumentation for an uncertainty analysis and assists them in the interpretation of the analysis results.

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