sensobol-package: sensobol: Computation of Variance-Based Sensitivity Indices

In sensobol: Computation of Variance-Based Sensitivity Indices

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 ([e-mail])

Maintainer: Arnald Puy ([e-mail])

References

\insertAllCited

sensobol documentation built on April 6, 2023, 5:22 p.m.