An effective screening design for sensitivity analysis of large models
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Summary
A revised version of the elementary effects method is proposed, improved in terms of both the definition of the measure and the sampling strategy, having the advantage of a lower computational cost.
- Type
- article
- Published
- 2007-10-01
- Cited by
- 1,975
- References
- 30
- OpenAlex
- https://openalex.org/W2141755357
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:15357037
Keywords
Sensitivity (control systems), Measure (data warehouse), Variance (accounting), Computer science, Econometrics
References
- Factorial sampling plans for preliminary computational experiments
- The Role of Multiphase Chemistry in the Oxidation of Dimethylsulphide (DMS). A Latitude Dependent Analysis
- A measure of top-down correlation
- About the use of rank transformation in sensitivity analysis of model output
- Sensitivity analysis of the IMAGE Greenhouse model
- The effect of error in gridded digital elevation models on the estimation of topographic parameters
- Nonlinear sensitivity analysis of multiparameter model systems
- Sensitivity analysis based on regional splits and regression trees (SARS-RT)
- The Design and Analysis of Computer Experiments
- Study of the sensitivity of coupled reaction systems to uncertainties in rate coefficients. III. Analysis of the approximations
- Importance measures in global sensitivity analysis of nonlinear models
- Sensitivity analysis of an environmental model: an application of different analysis methods
- Making best use of model evaluations to compute sensitivity indices
- A Comparative Review of Sensitivity and Uncertainty Analysis of Large-Scale Systems—II: Statistical Methods
- Quantification of modelling uncertainties in a large ensemble of climate change simulations
- Sensitivity analysis practices: Strategies for model-based inference
- On the Relative Importance of Input Factors in Mathematical Models
- Sensitivity Analysis in Practice: A Guide to Assessing Scientific Models
- A Quantitative Model-Independent Method for Global Sensitivity Analysis of Model Output
- Towards coupling a 3D hydrodynamic lake model with the Canadian Regional Climate Model: Simulation on Great Slave Lake
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- Modelling ecological and human exposure to POPs in Venice lagoon - Part II: Quantitative uncertainty and sensitivity analysis in coupled exposure models.
- Modelling pesticides volatilisation in greenhouses: Sensitivity analysis of a modified PEARL model.
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- System of Systems conceptual design methodology for space exploration
- MORE and POMORE sensitivity analysis of salt interception schemes in the River Murray
- Sensitivity analysis framework for large and complex simulation models
- Balanço de carbono em ecossistemas mediterrânicos
- Sensitivity analysis in systems biology modelling and its application to a multi-scale model of blood glucose homeostasis
- On the use of the bayesian approach for the calibration, evaluation and comparison of process-based forest models
- APPLICATION OF DYNAMIC GLOBAL SENSITIVITY ANALYSIS IN COMPLEX SYSTEMS
- Combining sensitivity analysis with parametric modeling to inform early design
- Nonlinear estimation for model based fault diagnosis of nonlinear chemical systems
- The Impact of Climate Change upon the Snowmelt Hydrology of an Upland UK Catchment
- Model driven reverse engineering for a grassland model with design of experiments in the context of climate change
- A model-driven decision support system for vineyard water status management: a time-dependent sensitivity analysis
- Employing Local And Global Sensitivity Analysis Techniques To Guide User Interface Development Of Energy Certification And Compliance Software Tools
- Développement d'une méthode d'analyse du cycle de vie conséquentielle prospective macroscopique : évaluation d'une politique de bioénergie dans l'union européenne à l'horizon 2025
- Global sensitivity and uncertainty analysis of spatially distributed watershed models
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