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Rsubbotools: Fast Estimation of Subbottin and AEP Distributions (Generalized Error Distribution)

Create densities, probabilities, random numbers, quantiles, and maximum likelihood estimation for several distributions, mainly the symmetric and asymmetric power exponential (AEP), a.k.a. the Subbottin family of distributions, also known as the generalized error distribution. Estimation is made using the design of Bottazzi (2004) <https://ideas.repec.org/p/ssa/lemwps/2004-14.html>, where the likelihood is maximized by several optimization procedures using the 'GNU Scientific Library (GSL)', translated to 'C++' code, which makes it both fast and accurate. The package also provides methods for the gamma, Laplace, and Asymmetric Laplace distributions.

Version: 0.0.0.9
Imports: Rcpp
LinkingTo: Rcpp, RcppGSL
Suggests: testthat (≥ 2.1.0), usethis, rmarkdown
Published: 2025-04-16
DOI: 10.32614/CRAN.package.Rsubbotools
Author: Elias Haddad ORCID iD [aut, cre], Giulio Bottazzi ORCID iD [aut], Fernando J. Von Zuben ORCID iD [aut, ths], Jochen Voss [ctb], J.D. Lamb [ctb], Brian Gough [ctb]
Maintainer: Elias Haddad <eliasynetto at gmail.com>
BugReports: https://github.com/nettoyoussef/Rsubbotools/issues
License: GPL-3
NeedsCompilation: yes
Materials: README
CRAN checks: Rsubbotools results

Documentation:

Reference manual: Rsubbotools.pdf

Downloads:

Package source: Rsubbotools_0.0.0.9.tar.gz
Windows binaries: r-devel: Rsubbotools_0.0.0.9.zip, r-release: not available, r-oldrel: not available
macOS binaries: r-release (arm64): Rsubbotools_0.0.0.9.tgz, r-oldrel (arm64): Rsubbotools_0.0.0.9.tgz, r-release (x86_64): Rsubbotools_0.0.0.9.tgz, r-oldrel (x86_64): Rsubbotools_0.0.0.9.tgz

Linking:

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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.