dexisensitivity: 'DEXi' Decision Tree Analysis and Visualization
Provides a versatile toolkit for analyzing and visualizing 'DEXi' (Decision EXpert for education) decision trees, facilitating multi-criteria decision analysis directly within R. Users can read .dxi files, manipulate decision trees, and evaluate various scenarios. It supports sensitivity analysis through Monte Carlo simulations, one-at-a-time approaches, and variance-based methods, helping to discern the impact of input variations. Additionally, it includes functionalities for generating sampling plans and an array of visualization options for decision trees and analysis results. A distinctive feature is the synoptic table plot, aiding in the efficient comparison of scenarios. Whether for in-depth decision modeling or sensitivity analysis, this package stands as a comprehensive solution. Definition of sensitivity analyses available in Carpani, Bergez and Monod (2012) <doi:10.1016/j.envsoft.2011.10.002> and detailed description of the package soon available in Alaphilippe et al. (2025) <doi:10.1016/j.simpa.2024.100729>.
| Version: | 1.0.2 |
| Depends: | R (≥ 4.1.0) |
| Imports: | methods,XML,AlgDesign, grDevices, graphics,plotrix,genalg,dplyr,ggplot2,testthat (≥ 3.0.0),xml2 |
| Suggests: | sloop,vdiffr |
| Published: | 2025-09-08 |
| DOI: | 10.32614/CRAN.package.dexisensitivity |
| Author: | Roland Allart [aut], Jacques-Eric Bergez [aut], Marta Carpani [aut], Hervé Monod [aut], Aude Alaphilippe [ctb], Nicolas Cavan [ctb, cre], INRAE [cph] ((National Research Institute for Agriculture, Food and Environment, France)) |
| Maintainer: | Nicolas Cavan <nicolas.cavan at inrae.fr> |
| License: | GPL-2 |GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: | no |
| Materials: | README,NEWS |
| CRAN checks: | dexisensitivity results |
Documentation:
Downloads:
Linking:
Please use the canonical formhttps://CRAN.R-project.org/package=dexisensitivityto link to this page.