TestIndVars: Neutrosophic Distributions

Mina Norouzirad

Jan 1, 2024

TestIndVars R Package Logo

Overview

TestIndVars is an R package that provides statistical tools for testing the independence between variables.

The package generalizes classical statistical methods to operate on datasets where each variable may be described by intervals or ranges representing uncertainty.

Installation

Install the package from CRAN:

install.packages("TestIndVars")

Or install the development version from GitHub:

# install.packages("devtools")
devtools::install_github("mnrzrad/TestIndVars")

Quick Start

library(TestIndVars)
n = 50 
p = 5  
rho = 0.4
cov_mat <- covMatAR(p = p, rho = rho)
data <- mvrnorm(n = n, mu = rep(0,p), Sigma = cov_mat)
indTest(data)

Authors

Filipe J. Marques : Lead Developer, Conceptualization
Mina Norouzirad : Developer
Regina Bispo : Contributor
Joana Diogo : Contributor

Documentation

For detailed documentation, please refer to:

Citation

If you use PSinference in your research, please cite:

@Manual{TestIndVars2024,
  title = {TestIndVars: Neutrosophic Distributions},
  author = {Filipe J. Marques and Joana Diogo and Regina Bispo},
  year = {2024},
  note = {R package},
  url = {https://cran.r-project.org/package=TestIndVars}
}

License

GPL (>= 2)

Contributing

Contributions are welcome! Please see our GitHub repository

R Package