Other packages > Find by keyword >

dexisensitivity  

'DEXi' Decision Tree Analysis and Visualization
View on CRAN: Click here


Download and install dexisensitivity package within the R console
Install from CRAN:
install.packages("dexisensitivity")

Install from Github:
library("remotes")
install_github("cran/dexisensitivity")

Install by package version:
library("remotes")
install_version("dexisensitivity", "1.0.1")



Attach the package and use:
library("dexisensitivity")
Maintained by
Nicolas Cavan
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-10-25
Latest Update: 2024-11-09
Description:
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).
How to cite:
Nicolas Cavan (2024). dexisensitivity: 'DEXi' Decision Tree Analysis and Visualization. R package version 1.0.1, https://cran.r-project.org/web/packages/dexisensitivity. Accessed 23 Nov. 2024.
Previous versions and publish date:
1.0.0 (2024-10-25 10:30)
Other packages that cited dexisensitivity R package
View dexisensitivity citation profile
Other R packages that dexisensitivity depends, imports, suggests or enhances
Complete documentation for dexisensitivity
Functions, R codes and Examples using the dexisensitivity R package
Full dexisensitivity package functions and examples
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

Mondrian  
A Simple Graphical Representation of the Relative Occurrence and Co-Occurrence of Events
The unique function of this package allows representing in a single graph the relative occurrence an ...
Download / Learn more Package Citations See dependency  
triplot  
Explaining Correlated Features in Machine Learning Models
Tools for exploring effects of correlated features in predictive models. The predict_triplot() func ...
Download / Learn more Package Citations See dependency  
abcADM  
Fit Accumulated Damage Models and Estimate Reliability using ABC
Estimate parameters of accumulated damage load duration models based on failure time data under a Ba ...
Download / Learn more Package Citations See dependency  
highlight  
Syntax Highlighter
Syntax highlighter for R code based on the results of the R parser. Rendering in HTML and latex mar ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
Simile  
Interact with Simile Models
Allows a Simile model saved as a compiled binary to be loaded, parameterized, executed and interroga ...
Download / Learn more Package Citations See dependency  

23,229

R Packages

199,929

Dependencies

62,984

Author Associations

23,230

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA