Global sensitivity analysis : the primer
"Complex mathematical and computational models are used in all areas of society and technology and yet model based science is increasingly contested or refutes, especially when models are applied to controversial themes in domains such as health, the environment or the economy. More stringent s...
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| Auteurs principaux: | , , |
|---|---|
| Format: | Livre papier |
| Sprog: | Anglais |
| Udgivet: |
Chichester :
J. Wiley & sons
C 2008.
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| Fag: | |
| Kommentar: |
Description éditoriale. http://www.loc.gov/catdir/enhancements/fy0805/2007045551-d.html Table des matières. http://www.loc.gov/catdir/enhancements/fy0805/2007045551-t.html Informations biographiques. http://www.loc.gov/catdir/enhancements/fy0833/2007045551-b.html |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Global sensitivity analysis, the primer, Andrea Saltelli,... Marco Ratto,... Terry Andres,... [et al.], 2008, Chichester, West Sussex, John Wiley & Sons Ltd, 978-0-4707-2518-4 |
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| 082 | |a 629.8312 | ||
| 084 | |a 62-01. 2020 | ||
| 084 | |a 62-07. 2020 | ||
| 084 | |a 62C05. 2020 | ||
| 084 | |a 62K15. 2020 | ||
| 100 | 1 | |a Saltelli, Andrea, |d 1953- | |
| 245 | 1 | 0 | |a Global sensitivity analysis : |b the primer |c Andrea Saltelli,... Marco Ratto,... Terry Andres,... [et al.]. |
| 260 | |a Chichester : |b J. Wiley & sons. | ||
| 260 | |c C 2008. | ||
| 300 | |a 1 vol. (X-292 p.) : |b ill. ; |c 24 cm. | ||
| 500 | |a Description éditoriale. http://www.loc.gov/catdir/enhancements/fy0805/2007045551-d.html | ||
| 500 | |a Table des matières. http://www.loc.gov/catdir/enhancements/fy0805/2007045551-t.html | ||
| 500 | |a Informations biographiques. http://www.loc.gov/catdir/enhancements/fy0833/2007045551-b.html | ||
| 504 | |a Bibliogr. p. 279-285. Index | ||
| 505 | 0 | |a 1, Introduction to sensitivity analysis -- 2, Experimental designs -- 3, Elementary effects method -- 4, Variance-based methods -- 5, Factor mapping and metamodelling -- 6, Sensitivity analysis : from theory to practice | |
| 520 | |a "Complex mathematical and computational models are used in all areas of society and technology and yet model based science is increasingly contested or refutes, especially when models are applied to controversial themes in domains such as health, the environment or the economy. More stringent standards of proofs are demanded from model-based numbers, especially when these numbers represent potential financial losses, threats to human health or the state of the environment. Quantitative sensitivity analysis is generally agreed to be one such standard. Mathematical models are good at mapping assumptions into inferences. A modeller makes assumptions about laws pertaining to the system, about its status and a plethora of other, often arcane, system variables and internal model settings. To what extent can we rely on the model-based inference when most of these assumptions are fraught with uncertainties ? [This book] offers an accessible treatment of such problems via quantitative sensitivity analysis, beginning with the first principles and guiding the reader through the full range of recommended practices with a rich set of solved exercises. The text explains the motivation for sensitivity analysis, reviews the required statistical concepts, and provides a guide to potential applications." (source : 4ème de couverture) | ||
| 650 | |a Modèles mathématiques | ||
| 650 | |a Analyse globale (mathématiques) | ||
| 650 | |a Sensibilité, Théorie de la (mathématiques) | ||
| 700 | 1 | |a Ratto, Marco, |d 19..- |4 aut | |
| 700 | 1 | |a Andres, Terry, |d 19..- |4 aut | |
| 776 | 0 | |0 188612513 |t Global sensitivity analysis |o the primer |f Andrea Saltelli,... Marco Ratto,... Terry Andres,... [et al.] |d 2008 |c Chichester, West Sussex |n John Wiley & Sons Ltd |z 978-0-4707-2518-4 | |
| 997 | |0 479469 |1 Livre papier |a Ressource papier |b INSA |c 0/Bourges/ |c 0/Orléans/ |c 1/Bourges/INSA CVL/ |c 1/Orléans/OSUC/ |z Bourges, INSA CVL, 519.5 GLO |z Orléans, OSUC, 519.5 SAL | ||