sensobol-package: sensobol: Computation of Variance-Based Sensitivity Indices
In sensobol: Computation of Variance-Based Sensitivity Indices
sensobol-package R Documentation
sensobol: Computation of Variance-Based Sensitivity Indices
Description
It allows to rapidly compute, bootstrap and plot up to third-order Sobol'-based sensitivity
indices using several state-of-the-art first and total-order estimators. Sobol' indices
can be computed either for models that yield a scalar as a model output or for systems of
differential equations. The package also provides a suit of benchmark tests functions
and several options to obtain publication-ready figures of the model output uncertainty
and sensitivity-related analysis.
Details
A comprehensive empirical study of several total-order estimators included in sensobol can be found in \insertCitePuyz;textualsensobol.
Author(s)
Arnald Puy (arnald.puy@pm.me)
Maintainer: Arnald Puy (arnald.puy@pm.me)
References
\insertAllCited
sensobol documentation built on May 29, 2024, 10:05 a.m.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
| sensobol-package | R Documentation |
sensobol: Computation of Variance-Based Sensitivity Indices
Description
It allows to rapidly compute, bootstrap and plot up to third-order Sobol'-based sensitivity indices using several state-of-the-art first and total-order estimators. Sobol' indices can be computed either for models that yield a scalar as a model output or for systems of differential equations. The package also provides a suit of benchmark tests functions and several options to obtain publication-ready figures of the model output uncertainty and sensitivity-related analysis.
Details
A comprehensive empirical study of several total-order estimators included in sensobol can be found in \insertCitePuyz;textualsensobol.
Author(s)
Arnald Puy (arnald.puy@pm.me)
Maintainer: Arnald Puy (arnald.puy@pm.me)
References
\insertAllCitedR Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
Embedding an R snippet on your website
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.