dexisensitivity

DEXi' Decision Tree Analysis and Visualization

CRAN Package

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).


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Insights

Last 30 days

This package has been downloaded 442 times in the last 30 days. More than a random curiosity, but not quite a blockbuster. Still, it's gaining traction! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 4 times.

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0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
45 downloadsMar 4, 2025
8 downloadsMar 5, 2025
4 downloadsMar 6, 2025
6 downloadsMar 7, 2025
41 downloadsMar 8, 2025
1 downloadsMar 9, 2025
2 downloadsMar 10, 2025
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44 downloadsMar 13, 2025
3 downloadsMar 14, 2025
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10 downloadsMar 20, 2025
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4 downloadsMar 22, 2025
10 downloadsMar 23, 2025
47 downloadsMar 24, 2025
3 downloadsMar 25, 2025
5 downloadsMar 26, 2025
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46 downloadsMar 28, 2025
6 downloadsMar 29, 2025
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3 downloadsMar 31, 2025
49 downloadsApr 1, 2025
4 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
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The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Last 365 days

This package has been downloaded 2,814 times in the last 365 days. Now we’re talking! This work is officially 'heard of in academic circles', just like those wild research papers on synthetic bananas. The day with the most downloads was Oct 30, 2024 with 52 downloads.

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Data provided by CRAN


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Dependencies

  • Imports8 packages
  • Suggests2 packages