Use of Sobol's Quasirandom Sequence Generator for Integration of Modified Uncertainty Importance Measure

Keywords

Sobol sequence, Sensitivity (control systems), Computer science, Measure (data warehouse), Generator (circuit theory)

References

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• On the distribution of points in a cube and the approximate evaluation of integralsI. M. Sobol — 1967
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Cited by

• Résolution de Contraintes Temporelles pour l'Analyse de Systèmes BiologiquesA. Rizk — 2011
• Développement de méthodes statistiques pour la prédiction d'un gabarit de signature infrarougeS. Varet — 2010
• Contributions à l'analyse de sensibilité et à l'analyse discriminante généraliséeJulien Jacques — 2005
• Winding Stairs: A sampling tool to compute sensitivity indicesKaren Chan, Andrea Saltelli, Stefano Tarantola — 2000
• Monte Carlo integration with quasi-random numbers: experience with discontinuous integrandsMichael Berblinger, Ch. Schlier, T. Weiss — 1997
• A new uncertainty importance measureEmanuele Borgonovo — 2007
• Sensitivity analysis for volcanic source modeling quality assessment and model selectionFlavio Cannavò — 2012
• Measuring Uncertainty Importance: Investigation and Comparison of Alternative ApproachesEmanuele Borgonovo — 2006
• A systematic framework for effective uncertainty assessment of severe accident calculations; Hybrid qualitative and quantitative methodologySeyed Mohsen Hoseyni, Mohammad Pourgol‐Mohammad, Ali Abbaspour Tehrani‐Fard — 2014
• A new computational method of a moment-independent uncertainty importance measureQiao Liu, Toshimitsu Homma — 2009
• Importance measures in global sensitivity analysis of nonlinear modelsToshimitsu Homma, Andrea Saltelli — 1996
• Variance decomposition of the seismic response of structuresAzad Yazdani, Nasrollah Eftekhari — 2012
• Uncertainty Analysis Plus Importance in Severe Accident Calculations: Quantitative Evaluation of Important ParametersSeyed Mohsen Hoseyni, Mohammad Pourgol‐Mohammad, Ali Abbaspour Tehrani‐Fard — 2013
• An uncertainty importance measure using a distance metric for the change in a cumulative distribution functionMoon-Hyun Chun, Seok-Jung Han, Nam-il Tak — 2000
• Random balance designs for the estimation of first order global sensitivity indicesS. Tarantola, Debora Gatelli, Thierry A. Mara — 2006
• A New Importance Measure for Sensitivity AnalysisQiao Liu, Toshimitsu Homma — 2010
• Variance-based sensitivity analysis of model outputs using surrogate modelsDavood Shahsavani, Anders Grimvall — 2011
• Sensitivity analysis in presence of model uncertainty and correlated inputsJulien Jacques, Christian Lavergne, Nicolas Devictor — 2006
• Polynomial chaos expansions for uncertainty propagation and moment independent sensitivity analysis of seawater intrusion simulationsMohammad Mahdi Rajabi, Behzad Ataie‐Ashtiani, Craig T. Simmons — 2015
• Probabilistic exposure analysis for chemical risk characterization.Kenneth T. Bogen, Alison C. Cullen, H. Christopher Frey — 2009

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