Ecolego Wiki

User Tools

Site Tools

Trace:
sensitivity_analysis

Differences

This shows you the differences between two versions of the page.

Link to this comparison view

Both sides previous revision Previous revision
Next revision 		Previous revision
sensitivity_analysis [2023/04/14 11:40]
mina [Sensitivity indices] 		sensitivity_analysis [2024/03/27 11:16] (current)
dmytroh [Sensitivity indices]
Line 1: Line 1:
 ====== Sensitivity analysis ====== ====== Sensitivity analysis ======
  
-[[http://en.wikipedia.org/wiki/Sensitivity_analysis|Sensitivity analysis]] can be performed on probalistic simulation outputs (see [[Probabilistic_analysis|probabilistic analysis]]). After a probabilistic Monte Carlo simulation, sensitivity indices can be calculated between simulation inputs (parameters) and simulation outputs (blocks).+[[http://en.wikipedia.org/wiki/Sensitivity_analysis|Sensitivity analysis]] can be performed on probalistic simulation outputs (see [[Probabilistic_simulation|probabilistic simulation]]). After a probabilistic Monte Carlo simulation, sensitivity indices can be calculated between simulation inputs (parameters) and simulation outputs (blocks).
  
 ===== Performing a sensitivity analysis ===== ===== Performing a sensitivity analysis =====
Line 7: Line 7:
 |Note|The [[Sensitivity_analysis_toolbox|sensitivity analysis toolbox]] offers many sensitivity analysis methods and several additional [[Chart|charts]].| |Note|The [[Sensitivity_analysis_toolbox|sensitivity analysis toolbox]] offers many sensitivity analysis methods and several additional [[Chart|charts]].|
  
-  - Run a probabilistic simulation as explained in [[Probabilistic_analysis|probability analysis]].+  - Run a probabilistic simulation as explained in [[Probabilistic_simulation|probabilistic simulation]].
   - Create [[Tornado_chart|tornado charts]] or [[Correlation_table|correlation tables]] to graphically display sensitivity indices. Seven different types of sensitivity indices are available in Ecolego.   - Create [[Tornado_chart|tornado charts]] or [[Correlation_table|correlation tables]] to graphically display sensitivity indices. Seven different types of sensitivity indices are available in Ecolego.
  
Line 20: Line 20:
 |Partial Rank Correlation Coefficient ([[PRCC|PRCC]])                |Computes the ranked correlation coefficient taking into account the rest of the varying parameters. Interesting when model is linearly or monotonically depending on parameters.| |Partial Rank Correlation Coefficient ([[PRCC|PRCC]])                |Computes the ranked correlation coefficient taking into account the rest of the varying parameters. Interesting when model is linearly or monotonically depending on parameters.|
 |EASI first order correlation coefficient ([[EASI|EASI]])            |Quantifies the first order effects, if model is additive this will take into account the full variance.                                                                         | |EASI first order correlation coefficient ([[EASI|EASI]])            |Quantifies the first order effects, if model is additive this will take into account the full variance.                                                                         |
-|XEASI Higher Order Sensitivity Indices([[XEASI|XEASI]])            ||+|XEASI Higher Order Sensitivity Indices([[XEASI|XEASI]])             |XEASI indices can assist in model calibration and validation processes by revealing which parameters have the most substantial impact on model predictions.|
 ===== See also ===== ===== See also =====
  
sensitivity_analysis.1681465219.txt.gz ยท Last modified: 2023/04/14 11:40 by mina

Page Tools

Except where otherwise noted, content on this wiki is licensed under the following license: CC Attribution-Share Alike 4.0 International
CC Attribution-Share Alike 4.0 International Donate Powered by PHP Valid HTML5 Valid CSS Driven by DokuWiki