ntsDists: Neutrosophic Distributions

Overview

ntsDists is an R package that implements a variety of neutrosophic probability distributions. These distributions generalize classical statistical models by incorporating uncertainty, imprecision, and indeterminacy—key components of neutrosophic theory.

This package enables users to:

• Compute the Probability Density Function (PDF)
• Evaluate the Cumulative Distribution Function (CDF)
• Obtain values from the Quantile Function
• Generate random samples from neutrosophic distributions

It is a valuable tool for researchers working with data that includes vague or imprecise components.

Installation

Install the package from CRAN:

install.packages("ntsDists")

Or install the development version from GitHub:

# install.packages("devtools")
devtools::install_github("dmazarei/ntsDists")

Quick Start

library(ntsDists)

data(balls)
dnsNorm(x = balls, mean = c(72.14087, 72.94087), sd = c(37.44544, 37.29067))
pnsNorm(q = 5, mean = c(72.14087, 72.94087), sd = c(37.44544, 37.29067))
qnsNorm(p = c(0.25, 0.5, 0.75), mean = c(9.1196, 9.2453), sd = c(10.1397, 10.4577))
rnsNorm(n = 10, mean = c(4.141, 4.180), sd = c(0.513, 0.521))

Authors

• Danial Mazarei: Developer
• Mina Norouzirad : Lead Developer, Conceptualization
• Amin Roshani: Contributor
• Gadde Srinivasa Rao : Contributor
• Foad Esmaeili : Contributor

Documentation

For detailed documentation, please refer to:

• CRAN Documentation
• GitHub Repository

Citation

If you use PSinference in your research, please cite:

@Manual{ntsDists2023,
  title = {ntsDists: Neutrosophic Distributions},
  author = {Danial Mazarei and Amin Roshani and Gadde Srinivasa Rao and Foad Esmaeili},
  year = {2023},
  note = {R package},
  url = {https://cran.r-project.org/package=ntsDists}
}

License

GPL (>= 2)

Contributing

Contributions are welcome! Please see our GitHub repository