README.md

In AntoineDubois/RUMdesignSimulator: RUM design Simulator

RUMdesignSimulator

The package RUMdesignSimulator proposes convenient tools for generating synthetic data for decision theory. Firstly, Alternatives, Decision Makers and Preference Coefficients are easily generated. Then, experimental designs are generated in format long or wide. In addition, the effect of each variable can be visualized in a 3D graph.

Installation:

devtools::install_github("AntoineDubois/RUMdesignSimulator")

Tutorial

The files tutorial.Rmd or tutorial.pdf presents the RUMdesignSimulator package.

Developpement

Files

• The file tutorial.Rmd contains the tutorial above for reproductibility.
• The folder R contains the R files. Inside this folder, the file experiment.R is the main file. Moreover, the utility of the other files is explicitly given by their name.
• The folder man contains the documentation about the functions of the package

Adding new features

Some user may need more tools than the actual ones. Anticipating future needs, we organized the R files so that only one file need to be altered.

To add new distributions: open the file distribution.R add a new distribution reference the new distribution into the function generation*, give it a relevant name for calling

To add new designs: open the file designs.R implement a new design reference the new design into the function call_design*, give it a relevant name for calling

For more information, do not hesitate to contact me at [e-mail]

AntoineDubois/RUMdesignSimulator documentation built on Dec. 17, 2021, 8:53 a.m.