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r-sensobol 1.1.6
Propagated dependencies: r-stringr@1.6.0 r-scales@1.4.0 r-rlang@1.1.6 r-rfast@2.1.5.2 r-rdpack@2.6.4 r-rcpparmadillo@15.2.2-1 r-rcpp@1.1.0 r-randtoolbox@2.0.5 r-matrixstats@1.5.0 r-magrittr@2.0.4 r-lhs@1.2.0 r-ggplot2@4.0.1 r-desolve@1.40 r-data-table@1.17.8 r-boot@1.3-32
Channel: guix-cran
Location: guix-cran/packages/s.scm (guix-cran packages s)
Home page: https://github.com/arnaldpuy/sensobol
Licenses: GPL 3
Build system: r
Synopsis: Computation of Variance-Based Sensitivity Indices
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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