Gdistns: R package for maximum goodness-of-fit estimates of the generalized G distributions

The generalized G distributions ( GGdistns ) package is a new R package that employs the power of the maximum goodness-of-fit estimation technique in estimating the parameters of twenty-four generalized G distributions constructed using any parent distribution function G . Moreover, a representation of the density function, distribution function, quantile function, and random number generator is provided for these distributions. Numerous applications that rely on creating statistical models can use this package.

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Publication Details

Journal
SoftwareX
Published
2024-09-01
DOI
https://doi.org/10.1016/j.softx.2024.101886
Primary Topic
Statistical Distribution Estimation and Applications
Type
article
Field-Weighted Citation Impact
0.00

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article

Gdistns: R package for maximum goodness-of-fit estimates of the generalized G distributions

Mohamed Hussein, Manahil SidAhmed Mustafa, Howaida Elsayed, Aned Al Mutairi
SoftwareX
Statistical Distribution Estimation and Applications
article

Gdistns: R package for maximum goodness-of-fit estimates of the generalized G distributions

Mohamed Hussein, Manahil SidAhmed Mustafa, Howaida Elsayed, Aned Al Mutairi
article en

Abstract

The generalized G distributions ( GGdistns ) package is a new R package that employs the power of the maximum goodness-of-fit estimation technique in estimating the parameters of twenty-four generalized G distributions constructed using any parent distribution function G . Moreover, a representation of the density function, distribution function, quantile function, and random number generator is provided for these distributions. Numerous applications that rely on creating statistical models can use this package.

SoftwareXVol. 27
Princess Nourah bint Abdulrahman University (SA), University of Tabuk (SA), King Khalid University (SA), Alexandria University (EG)
Princess Nourah Bint Abdulrahman University, King Khalid University
Openalex Percentile: Top 84%
Statistical Distribution Estimation and Applications
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Gdistns: R package for maximum goodness-of-fit estimates of the generalized G distributions — Mohamed Hussein, Manahil SidAhmed Mustafa, et al. · SoftwareX (2024) | TGRS Research Map | TGRS