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Uncertainty and Sensitivity Analysis for Models of Complex Systems · Study

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ChapterUncertainty and Sensitivity Analysis for Models of Complex Systems

J.C. Helton2008

Chapter2008

Uncertainty and Sensitivity Analysis for Models of Complex Systems

57 citations·0/0 files stored·Lecture notes in computational science and engineering

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Probabilistic and Robust Engineering Design Risk and Safety Analysis Simulation Techniques and Applications

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References

2000A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code 1996Response Surface Methodology 1981On The Quantitative Definition of Risk 2003Latin hypercube sampling and the propagation of uncertainty in analyses of complex systems 1999A Quantitative Model-Independent Method for Global Sensitivity Analysis of Model Output 1994A review of techniques for parameter sensitivity analysis of environmental models 1982A distribution-free approach to inducing rank correlation among input variables 2006Survey of sampling-based methods for uncertainty and sensitivity analysis

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2017Multi-criteria risk evaluation by integrating an analytical network process approach into GIS-based sensitivity and uncertainty analyses 2013Spartan: A Comprehensive Tool for Understanding Uncertainty in Simulations of Biological Systems 2015Agent-Based Modeling in Systems Pharmacology 2011Techniques for grounding agent-based simulations in the real domain: a case study in experimental autoimmune encephalomyelitis 2015

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2011Quantification of margins and uncertainties: Conceptual and computational basisarticle · 40 shared references 2006Survey of sampling-based methods for uncertainty and sensitivity analysis.report · 38 shared references 2007Multiple predictor smoothing methods for sensitivity analysis: Description of techniquesarticle · 32 shared references 2007Extension of Latin hypercube samples with correlated variablesarticle · 31 shared references 2011Quantification of margins and uncertainties: Example analyses from reactor safety and radioactive waste disposal involving the separation of aleatory and epistemic uncertaintyarticle · 29 shared references 2002Latin Hypercube Sampling and the Propagation of Uncertainty in Analyses of Complex Systemsreport · 28 shared references

Details

Year2008

Typechapter

Published2008-01-01

VenueLecture notes in computational science and engineering

ISSN-L1439-7358

Languageen

Citations57

Files0 public / 0

ShelfProbabilistic and Robust Engineering Design

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doi10.1007/978-3-540-77362-7_9

openalex_workW1535481092

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Sensitivity Analysis of an ENteric Immunity SImulator (ENISI)-Based Model of Immune Responses to Helicobacter pylori Infection

2015Introduction to Sensitivity Analysis