The Uncertainty Analysis of Model Results A Practical Guide /

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...

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Hlavný autor: Hofer, Eduard (Autor)
Médium: Elektronický zdroj E-kniha
Jazyk:English
Vydavateľské údaje: Cham : Springer International Publishing, 2018.
Vydanie:1st ed. 2018.
Predmet:
Statistics .
Computer simulation.
Mathematical models.
Economic theory.
Environmental sciences.
Quality control.
Reliability.
Industrial safety.
ISBN:9783319762975
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Obsah:
  • 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.

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