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sensitivity_analysis_toolbox [2022/09/20 13:49] mina |
sensitivity_analysis_toolbox [2023/03/02 12:20] (current) boris |
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- | ====== Sensitivity analysis toolbox ====== | + | ====== Sensitivity analysis toolbox |
[[ecolego/ | [[ecolego/ | ||
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The [[Sensitivity_analysis_toolbox|Sensitivity Analysis Toolbox]] supports “state of the art” sensitivity analysis methods (local as well as global). Sensitivity analysis (SA) is used to assess the influence of model parameters on model predictions. | The [[Sensitivity_analysis_toolbox|Sensitivity Analysis Toolbox]] supports “state of the art” sensitivity analysis methods (local as well as global). Sensitivity analysis (SA) is used to assess the influence of model parameters on model predictions. | ||
- | The Sensitivity toolbox is an optional fully integrated module for Ecolego and is thus most suitable for using with Ecolego models, although external models are also supported by exporting/ | + | The Sensitivity toolbox is an optional fully integrated module for [[Ecolego|Ecolego]] |
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* Extended Fourier Amplitude Sensitivity Test (EFAST) | * Extended Fourier Amplitude Sensitivity Test (EFAST) | ||
* Sobol (first, custom and total order) | * Sobol (first, custom and total order) | ||
- | * Random balance design (RBD) | ||
* Local sensitivity (Local) | * Local sensitivity (Local) | ||
* Garten’s method (Garten) | * Garten’s method (Garten) | ||
- | Eikos provides a Graphical User Interface (GUI) which let you: | + | Graphical User Interface (GUI) lets you: |
* Specify uncertain model parameters and model outputs of interest | * Specify uncertain model parameters and model outputs of interest | ||
* Generate and inspect input samples | * Generate and inspect input samples | ||
- | * Export input and output | + | * Export input and output |
- | * Import | + | * Import outputs samples |
* Simulate and inspect the model output samples | * Simulate and inspect the model output samples | ||
* Perform Sensitivity Analysis of model predictions | * Perform Sensitivity Analysis of model predictions | ||
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===== Manual ===== | ===== Manual ===== | ||
- | * [[Sensitivity_analysis_toolbox_wiki|Sensitivity analysis toolbox | + | * [[Sensitivity_analysis_toolbox_wiki|Sensitivity analysis toolbox |