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sensobol

Computation of Variance-Based Sensitivity Indices

v1.1.6 · Jul 24, 2025 · GPL-3

Description

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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OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026

Reverse Dependencies (1)

imports

Dependency Network

Dependencies Reverse dependencies boot data.table ggplot2 lhs magrittr matrixStats randtoolbox deSolve Rdpack (>= 2.1.2) Rfast rlang scales stringr Rcpp softwareRisk sensobol

Version History

new 1.1.6 Mar 9, 2026