gsaot: Compute Global Sensitivity Analysis Indices Using Optimal Transport
Computing Global Sensitivity Indices from given data using Optimal Transport, as defined in Borgonovo et al (2024) <doi:10.1287/mnsc.2023.01796>. You provide an input sample, an output sample, decide the algorithm, and compute the indices.
| Version: | 0.1.0 |
| Imports: | boot, ggplot2, patchwork (≥ 1.2.0), Rcpp, RcppEigen (≥ 0.3.4.0.0), Rdpack (≥ 2.4), stats, transport (≥ 0.15.0) |
| LinkingTo: | Rcpp, RcppEigen |
| Suggests: | knitr, rmarkdown, testthat (≥ 3.0.0) |
| Published: | 2025-01-10 |
| DOI: | 10.32614/CRAN.package.gsaot |
| Author: | Leonardo Chiani 
[aut, cre, cph],
Emanuele Borgonovo [rev],
Elmar Plischke [rev],
Massimo Tavoni [rev] |
| Maintainer: | Leonardo Chiani <leonardo.chiani at polimi.it> |
| BugReports: | https://github.com/pietrocipolla/gsaot/issues |
| License: | GPL (≥ 3) |
| URL: | https://github.com/pietrocipolla/gsaot, https://pietrocipolla.github.io/gsaot/ |
| NeedsCompilation: | yes |
| Materials: | README NEWS |
| CRAN checks: | gsaot results |
Documentation:
| Reference manual: | gsaot.pdf |
| Vignettes: |
Pick_a_solver (source, R code) gaussian-model-sensitivity (source, R code) |
Downloads:
| Package source: | gsaot_0.1.0.tar.gz |
| Windows binaries: | r-devel: gsaot_0.1.0.zip, r-release: gsaot_0.1.0.zip, r-oldrel: gsaot_0.1.0.zip |
| macOS binaries: | r-release (arm64): gsaot_0.1.0.tgz, r-oldrel (arm64): gsaot_0.1.0.tgz, r-release (x86_64): gsaot_0.1.0.tgz, r-oldrel (x86_64): gsaot_0.1.0.tgz |
Linking:
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