sensobol (0.2.0)

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Computation of High-Order Sobol' Sensitivity Indices.

http://github.com/arnaldpuy/sensobol
http://cran.r-project.org/web/packages/sensobol

It allows to rapidly compute, bootstrap and plot up to third-order Sobol' indices using the estimators by Saltelli et al. 2010 and Jansen 1999 . The 'sensobol' package also implements the algorithm by Khorashadi Zadeh et al. 2017 to calculate the approximation error in the computation of Sobol' first and total indices, an approach that allows to robustly screen influential from non-influential model inputs. Finally, it also provides functions to obtain publication-ready figures of the model output uncertainty and sensitivity-related analysis.

Maintainer: Arnald Puy
Author(s): Arnald Puy [aut, cre] (<https://orcid.org/0000-0001-9469-2156>), Bertrand Ioos [ctb] (Author of included 'sensitivity' fragments), Gilles Pujol [ctb] (Author of included 'sensitivity' fragments), RStudio [cph] (Copyright holder of included 'sensitivity' fragments)

License: GPL-3

Uses: boot, data.table, ggplot2, magrittr, matrixStats, randtoolbox, Rdpack, rlang, scales, stringr, testthat, knitr, rmarkdown, covr

Released 4 months ago.


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