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gkwdist
View on CRAN: Click
here
Download and install gkwdist package within the R console
Install from CRAN:
install.packages("gkwdist")
Install from Github:
library("remotes")
install_github("cran/gkwdist") Install by package version:
library("remotes")
install_version("gkwdist", "1.1.2") Attach the package and use:
library("gkwdist")
Maintained by
José Evandeilton Lopes
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First Published: 2025-11-13
Latest Update: 2025-11-13
Description:
Implements the five-parameter Generalized Kumaraswamy ('gkw') distribution proposed by 'Carrasco, Ferrari and Cordeiro (2010)' <doi:10.48550/arXiv.1004.0911> and its seven nested sub-families for modeling bounded continuous data on the unit interval (0,1). The 'gkw' distribution extends the Kumaraswamy distribution described by Jones (2009) <doi:10.1016/j.stamet.2008.04.001>. Provides density, distribution, quantile, and random generation functions, along with analytical log-likelihood, gradient, and Hessian functions implemented in 'C++' via 'RcppArmadillo' for maximum computational efficiency. Suitable for modeling proportions, rates, percentages, and indices exhibiting complex features such as asymmetry, or heavy tails and other shapes not adequately captured by standard distributions like simple Beta or Kumaraswamy.
How to cite:
José Evandeilton Lopes (2025). gkwdist: Generalized Kumaraswamy Distribution Family. R package version 1.1.2, https://cran.r-project.org/web/packages/gkwdist. Accessed 09 Jun. 2026.
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