For tutorials of how to use the toolbox, please see Sensitivity analysis examples.
The following methods are included in the Sensitivity analysis toolbox
Pearson - Pearson product-moment correlation coefficient ^{*}
Spearman - Spearman’s rank correlation coefficient ^{*}
SRC - Standardized Regression Coefficient ^{*}
SRRC - Standardized Rank Regression Coefficient ^{*}
PCC - Partial Correlation Coefficient ^{*}
PRCC - Partial Rank Correlation Coefficient ^{*}
Morris - A computationally inexpensive global screening method
Garten - OAT design to compute customized impact of input factors on model output
Local - OAT design to compute local impact of input factors on model output
Variance-based methods:
Method | Description | First order | Total order | Custom order |
---|---|---|---|---|
Sobol-2002 | Extension of Saltelli to compute first and total order indices | OK | OK | |
Sobol | Brute force method to compute any order of sensitivity indices | OK | OK | OK |
Jansen | Winding Stairs | OK | OK | |
FAST | Fourier Amplitude Sensitivity Test | OK | ||
EFAST | Extended Fourier Amplitude Sensitivity Test | OK | OK | |
RBD | Random Balance Designs | OK | ||
EASI | An effective algorithm for computing global sensitivity indices ^{*} | OK |
* included in standard Ecolego
The toolbox is made up of the following views
Settings
Analysis
Two new charts are included with the toolbox.