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, Allart, Carpani,
Cavan, Monod and Bergez (submitted to Software Impacts).
