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what_is_sensitivity_analysis [2022/09/19 13:41] mina |
what_is_sensitivity_analysis [2023/03/02 11:16] (current) boris |
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Different sensitivity analysis techniques will do well on different types of model problems. At an initial phase, for models with a large amount of uncertain input parameters, a screening method could be used to qualitatively find out which the most important parameters are and which are not important. The screening method implemented in EIKOS is the Morris design //(Morris, 1991)//. A natural starting point in the analysis with sampling-based methods would be to examine scatter plots. With these, the modeller can graphically find out nonlinearities, | Different sensitivity analysis techniques will do well on different types of model problems. At an initial phase, for models with a large amount of uncertain input parameters, a screening method could be used to qualitatively find out which the most important parameters are and which are not important. The screening method implemented in EIKOS is the Morris design //(Morris, 1991)//. A natural starting point in the analysis with sampling-based methods would be to examine scatter plots. With these, the modeller can graphically find out nonlinearities, | ||
- | **See also** | ||
- | |||
- | * [[Sensitivity_analysis_toolbox_wiki|Sensitivity analysis toolbox wiki]] | ||
- | * [[eikos_help.pdf|MATLAB Eikos help document]] | ||
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Morris, 1991. Max D. Morris. Parameterial sampling plans for preliminary computational experiments. Technometrics, | Morris, 1991. Max D. Morris. Parameterial sampling plans for preliminary computational experiments. Technometrics, | ||
+ | **See also** | ||
+ | |||
+ | * [[Sensitivity_analysis_toolbox_wiki|Sensitivity analysis toolbox Wiki]] | ||