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The Uncertainty Analysis of Model Results: A Practical Guide
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Catalogue Information
Field name
Details
Dewey Class
519.5
Title
The Uncertainty Analysis of Model Results ([EBook]) : A Practical Guide / / by Eduard Hofer.
Author
Hofer, Eduard
Other name(s)
SpringerLink (Online service)
Publication
Cham : : Springer International Publishing : : Imprint: Springer, , 2018.
Physical Details
XV, 346 p. 129 illus., 107 illus. in color. : online resource.
ISBN
9783319762975
Summary Note
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.:
Contents note
Preface -- Introduction and necessary distinctions -- Step 1: Search -- Step 2: Quantify -- Step 3: Propagate -- Step 4: Estimate uncertainty -- Step 5: Rank uncertainties -- Step 6: Present the analysis and interpret its results -- Practical execution of the analysis -- Uncertainty analysis when separation of uncertainties is required -- Practical examples -- References -- Subject index.
System details note
Online access to this digital book is restricted to subscription institutions through IP address (only for SISSA internal users)
Internet Site
http://dx.doi.org/10.1007/978-3-319-76297-5
Links to Related Works
Subject References:
Computer simulation
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Economic theory
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Economic Theory/Quantitative Economics/Mathematical Methods
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Environmental Sciences
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Industrial safety
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Math. Appl. in Environmental Science
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Mathematical Modeling and Industrial Mathematics
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Mathematical models
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Quality control
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Quality Control, Reliability, Safety and Risk
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Reliability
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Simulation and Modeling
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Statistical Theory and Methods
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Statistics
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Authors:
Hofer, Eduard
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Corporate Authors:
SpringerLink (Online service)
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Classification:
519.5
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