Sensitivity Analysis
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Beschreibung
Sensitivity analysis is used to ascertain how a given model output depends upon the inupt parameters. This is an important method for checking the quality of a given model, as well as a powerful tool for checking the robustness and reliability of its analysis. The topic is acknowledged as essential for good modelling practice, and is an implicit part of any modelling field.
* Offers an accessible introduction to sensitivity analysis
* Covers all the latest research
* Illustrates concepts with numerous examples, applications and case studies
* Includes contributions from the leading researchers active in developing strategies for sensitivity analysis
The principles of sensitivity analysis are carefully described, and suitable methods for approaching many types of problems are given. The book introduces the modeller to the entire casual assessment chain, from data to predictions, whilst explaining the impact of source uncertainties and framing assumptions. A 'hitch-hiker's guide' is included to allow the more experienced reader to readily access specific applications.
Modellers from a wide range of disciplines, including biostatistics, economics, environmental impact assessment, chemistry and engineering will benefit greatly from the numerous examples and applications.
Mit Hilfe einer Sensitivitätsanalyse kann man feststellen, wie ein gegebenes Modell von den Eingabeparametern abhängt und unter welchen Umständen es instabil werden könnte. Die gute Modellierungspraxis kommt ohne solche Betrachtungen zukünftig nicht mehr aus! Ausgehend von einer Erläuterung der Grundprinzipien hilft Ihnen dieses Buch, eine Lösung für Ihre Modellierungsprobleme zu finden. Die Auswirkungen von Unsicherheiten oder Annahmen werden dabei besser durchschaubar.
Autor*in
Andrea Saltelli
Themen in »Sensitivity Analysis«
Angew. Wahrscheinlichkeitsrechn. u. Statistik / Modelle Applied Probability & Statistics - Models Engineering Statistics Sensitivitätsanalyse Statistics Statistik Statistik in den Ingenieurwissenschaften
Stimmen zu »Sensitivity Analysis«
".this book will prove helpful in the solution of many modeling problems." (La Doc Sti, September 2000)
".presents many different sensitivity analysis methodologies and demonstrates their usefulness in scientific research." (Zentralblatt MATH, Vol. 961, 2001/11)
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"The book has a fair price.I think this is a book that everyone who does modeling should buy. It can readily be read piecemeal.so it is ideal for leisurely self-study." (Technometrics Vol. 42, No. 4 May 2001)
".this book will prove helpful in the solution of many modeling problems." (La Doc Sti, September 2000)
".presents many different sensitivity analysis methodologies and demonstrates their usefulness in scientific research." (Zentralblatt MATH, Vol. 961, 2001/11)
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