distr6: The Complete R6 Probability Distributions Interface

An R6 object oriented distributions package. Unified interface for 42 probability distributions and 11 kernels including functionality for multiple scientific types. Additionally functionality for composite distributions and numerical imputation. Design patterns including wrappers and decorators are described in Gamma et al. (1994, ISBN:0-201-63361-2). For quick reference of probability distributions including d/p/q/r functions and results we refer to McLaughlin, M. P. (2001). Additionally Devroye (1986, ISBN:0-387-96305-7) for sampling the Dirichlet distribution, Gentle (2009) <doi:10.1007/978-0-387-98144-4> for sampling the Multivariate Normal distribution and Michael et al. (1976) <doi:10.2307/2683801> for sampling the Wald distribution.

Version: 1.6.9
Imports: checkmate, data.table, ooplah, param6 (≥ 0.2.4), R6, Rcpp, set6 (≥ 0.2.3), stats
LinkingTo: Rcpp
Suggests: actuar, cubature, extraDistr, GoFKernel, knitr, plotly, pracma, R62S3, rmarkdown, testthat
Published: 2022-03-27
Author: Raphael Sonabend ORCID iD [aut, cre], Franz Kiraly [aut], Peter Ruckdeschel [ctb] (Author of distr), Matthias Kohl [ctb] (Author of distr), Nurul Ain Toha [ctb], Shen Chen [ctb], Jordan Deenichin [ctb], Chengyang Gao [ctb], Chloe Zhaoyuan Gu [ctb], Yunjie He [ctb], Xiaowen Huang [ctb], Shuhan Liu [ctb], Runlong Yu [ctb], Chijing Zeng [ctb], Qian Zhou [ctb]
Maintainer: Raphael Sonabend <raphaelsonabend at gmail.com>
BugReports: https://github.com/alan-turing-institute/distr6/issues
License: MIT + file LICENSE
URL: https://alan-turing-institute.github.io/distr6/, https://github.com/alan-turing-institute/distr6/
NeedsCompilation: yes
SystemRequirements: C++11
Materials: README NEWS
In views: Distributions
CRAN checks: distr6 results


Reference manual: distr6.pdf
Vignettes: distr6


Package source: distr6_1.6.9.tar.gz
Windows binaries: r-devel: distr6_1.6.9.zip, r-release: distr6_1.6.9.zip, r-oldrel: distr6_1.6.9.zip
macOS binaries: r-release (arm64): distr6_1.6.9.tgz, r-release (x86_64): distr6_1.6.9.tgz, r-oldrel: distr6_1.6.9.tgz
Old sources: distr6 archive

Reverse dependencies:

Reverse imports: mlr3proba
Reverse suggests: mlr3, mlr3learners, mlr3viz, survivalmodels


Please use the canonical form https://CRAN.R-project.org/package=distr6 to link to this page.