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Computation of Variance-Based Sensitivity Indices
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | sensobol |
Computation of Variance-Based Sensitivity Indices |
Statements
21 February 2024
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It allows to rapidly compute, bootstrap and plot up to fourth-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. An overview of the package can be found in Puy et al. (2022) <doi:10.18637/jss.v102.i05>.
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