{ "_id": "6a1030baacfb0bcc41c95d06", "Package": "distr6", "Title": "The Complete R6 Probability Distributions Interface", "Version": "1.8.4", "Authors@R": "c(person(given = \"Raphael\",\nfamily = \"Sonabend\",\nrole = c(\"aut\", \"cre\"),\nemail = \"raphaelsonabend@gmail.com\",\ncomment = c(ORCID = \"0000-0001-9225-4654\")),\nperson(given = \"Franz\",\nfamily = \"Kiraly\",\nrole = \"aut\",\nemail = \"f.kiraly@ucl.ac.uk\"),\nperson(given = \"Peter\",\nfamily = \"Ruckdeschel\",\nrole = \"ctb\",\nemail = \"peter.ruckdeschel@uni-oldenburg.de\",\ncomment = \"Author of distr\"),\nperson(given = \"Matthias\",\nfamily = \"Kohl\",\nrole = \"ctb\",\nemail = \"Matthias.Kohl@stamats.de\",\ncomment = \"Author of distr\"),\nperson(given = \"Nurul Ain\",\nfamily = \"Toha\",\nrole = \"ctb\",\nemail = \"nurul.toha.15@ucl.ac.uk\"),\nperson(given = \"Shen\",\nfamily = \"Chen\",\nrole = \"ctb\",\nemail = \"seanchen9832@icloud.com\"),\nperson(given = \"Jordan\",\nfamily = \"Deenichin\",\nrole = \"ctb\",\nemail = \"d.deenichin@gmail.com\"),\nperson(given = \"Chengyang\",\nfamily = \"Gao\",\nrole = \"ctb\",\nemail = \"garoc371@gmail.com\"),\nperson(given = \"Chloe Zhaoyuan\",\nfamily = \"Gu\",\nrole = \"ctb\",\nemail = \"guzhaoyuan@outlook.com\"),\nperson(given = \"Yunjie\",\nfamily = \"He\",\nrole = \"ctb\",\nemail = \"zcakebx@ucl.ac.uk\"),\nperson(given = \"Xiaowen\",\nfamily = \"Huang\",\nrole = \"ctb\",\nemail = \"hxw3678@gmail.com\"),\nperson(given = \"Shuhan\",\nfamily = \"Liu\",\nrole = \"ctb\",\nemail = \"Shuhan.liu.99@gmail.com\"),\nperson(given = \"Runlong\",\nfamily = \"Yu\",\nrole = \"ctb\",\nemail = \"edwinyurl@hotmail.com\"),\nperson(given = \"Chijing\",\nfamily = \"Zeng\",\nrole = \"ctb\",\nemail = \"britneyzenguk@gmail.com\"),\nperson(given = \"Qian\",\nfamily = \"Zhou\",\nrole = \"ctb\",\nemail = \"zcakqz1@ucl.ac.uk\"),\nperson(given = \"Michal\",\nfamily = \"Lauer\",\nrole = \"ctb\",\nemail = \"michal.lauer.25@gmail.com\"),\nperson(given = \"John\",\nfamily = \"Zobolas\",\nrole = \"ctb\",\nemail = \"bblodfon@gmail.com\",\ncomment = c(ORCID = \"0000-0002-3609-8674\")))", "Description": "An R6 object oriented distributions package. Unified\ninterface for 42 probability distributions and 11 kernels\nincluding functionality for multiple scientific types.\nAdditionally functionality for composite distributions and\nnumerical imputation. Design patterns including wrappers and\ndecorators are described in Gamma et al. (1994,\nISBN:0-201-63361-2). For quick reference of probability\ndistributions including d/p/q/r functions and results we refer\nto McLaughlin, M. P. (2001). Additionally Devroye (1986,\nISBN:0-387-96305-7) for sampling the Dirichlet distribution,\nGentle (2009) for sampling the\nMultivariate Normal distribution and Michael et al. (1976)\n for sampling the Wald distribution.", "License": "MIT + file LICENSE", "URL": "https://xoopr.github.io/distr6/, https://github.com/xoopr/distr6/", "BugReports": "https://github.com/xoopr/distr6/issues", "Remotes": [ "xoopR/set6", "xoopR/param6" ], "VignetteBuilder": "knitr", "Config/testthat/edition": "3", "Encoding": "UTF-8", "Roxygen": "list(markdown = TRUE, r6 = TRUE)", "RoxygenNote": "7.2.3", "SystemRequirements": "C++11", "Collate": "'helpers.R' 'distr6_globals.R' 'Distribution.R'\n'DistributionDecorator.R'\n'DistributionDecorator_CoreStatistics.R'\n'DistributionDecorator_ExoticStatistics.R'\n'DistributionDecorator_FunctionImputation.R'\n'Distribution_Kernel.R' 'Distribution_SDistribution.R'\n'Kernel_Cosine.R' 'Kernel_Epanechnikov.R' 'Kernel_Logistic.R'\n'Kernel_Normal.R' 'Kernel_Quartic.R' 'Kernel_Sigmoid.R'\n'Kernel_Silverman.R' 'Kernel_Triangular.R' 'Kernel_Tricube.R'\n'Kernel_Triweight.R' 'Kernel_Uniform.R' 'RcppExports.R'\n'SDistribution_Arcsine.R' 'SDistribution_Arrdist.R'\n'SDistribution_Bernoulli.R' 'SDistribution_Beta.R'\n'SDistribution_BetaNoncentral.R' 'SDistribution_Binomial.R'\n'SDistribution_Categorical.R' 'SDistribution_Cauchy.R'\n'SDistribution_ChiSquared.R'\n'SDistribution_ChiSquaredNoncentral.R'\n'SDistribution_Degenerate.R' 'SDistribution_Dirichlet.R'\n'SDistribution_DiscreteUniform.R' 'SDistribution_Empirical.R'\n'SDistribution_EmpiricalMultivariate.R'\n'SDistribution_Erlang.R' 'SDistribution_Exponential.R'\n'SDistribution_FDistribution.R'\n'SDistribution_FDistributionNoncentral.R'\n'SDistribution_Frechet.R' 'SDistribution_Gamma.R'\n'SDistribution_Geometric.R' 'SDistribution_Gompertz.R'\n'SDistribution_Gumbel.R' 'SDistribution_Hypergeometric.R'\n'SDistribution_InverseGamma.R' 'SDistribution_Laplace.R'\n'SDistribution_Logarithmic.R' 'SDistribution_Logistic.R'\n'SDistribution_Loglogistic.R' 'SDistribution_Lognormal.R'\n'SDistribution_Matdist.R' 'SDistribution_Multinomial.R'\n'SDistribution_MultivariateNormal.R'\n'SDistribution_NegBinomal.R' 'SDistribution_Normal.R'\n'SDistribution_Pareto.R' 'SDistribution_Poisson.R'\n'SDistribution_Rayleigh.R' 'SDistribution_ShiftedLoglogistic.R'\n'SDistribution_StudentT.R' 'SDistribution_StudentTNoncentral.R'\n'SDistribution_Triangular.R' 'SDistribution_Uniform.R'\n'SDistribution_Wald.R' 'SDistribution_Weibull.R'\n'SDistribution_WeightedDiscrete.R' 'Wrapper.R'\n'Wrapper_Convolution.R' 'Wrapper_HuberizedDistribution.R'\n'Wrapper_MixtureDistribution.R' 'Wrapper_ProductDistribution.R'\n'Wrapper_Scale.R' 'Wrapper_TruncatedDistribution.R'\n'Wrapper_VectorDistribution.R' 'as.Distribution.R'\n'assertions.R' 'c.Distribution.R' 'decomposeMixture.R'\n'decorate.R' 'distr6-deprecated.R' 'distr6-package.R'\n'distr6.news.R' 'distrSimulate.R' 'dparse.R' 'exkurtosisType.R'\n'generalPNorm.R' 'getParameterSet.R' 'helpers_pdq.R'\n'helpers_wrappers.R' 'isPdqr.R' 'lines_continuous.R'\n'lines_discrete.R' 'lines.R' 'listDecorators.R'\n'listDistributions.R' 'listKernels.R' 'listWrappers.R'\n'makeUniqueDistributions.R' 'measures.R' 'merge_cols.R'\n'mixMatrix.R' 'mixturiseVector.R' 'plot_continuous.R'\n'plot_discrete.R' 'plot_distribution.R'\n'plot_matdistribution.R' 'plot_multivariate.R'\n'plot_vectordistribution.R' 'qqplot.R' 'rep.Distribution.R'\n'sets.R' 'simulateEmpiricalDistribution.R' 'skewType.R'\n'sugar.R' 'transformers.R' 'zzz.R'", "Repository": "https://raphaels1.r-universe.dev", "Date/Publication": "2024-07-08 13:44:53 UTC", "RemoteUrl": "https://github.com/alan-turing-institute/distr6", "RemoteRef": "HEAD", "RemoteSha": "a642cd312c51fba7ede7336036f907dbe279889e", "NeedsCompilation": "yes", "Packaged": { "Date": "2026-05-12 09:19:48 UTC", "User": "root" }, "Author": "Raphael Sonabend [aut, cre] (ORCID:\n),\nFranz Kiraly [aut],\nPeter Ruckdeschel [ctb] (Author of distr),\nMatthias Kohl [ctb] (Author of distr),\nNurul Ain Toha [ctb],\nShen Chen [ctb],\nJordan Deenichin [ctb],\nChengyang Gao [ctb],\nChloe Zhaoyuan Gu [ctb],\nYunjie He [ctb],\nXiaowen Huang [ctb],\nShuhan Liu [ctb],\nRunlong Yu [ctb],\nChijing Zeng [ctb],\nQian Zhou [ctb],\nMichal Lauer [ctb],\nJohn Zobolas [ctb] (ORCID: )", "Maintainer": "Raphael Sonabend ", "MD5sum": "055801d0f792818823f63e86a2b3bd3f", "_user": "raphaels1", "_type": "src", "_file": "distr6_1.8.4.tar.gz", "_fileid": "1dcbae23ce26cc61f21063e8d6e46fe9267d8307c7cf38a51d95f305380129f6", "_filesize": 1513890, "_sha256": "1dcbae23ce26cc61f21063e8d6e46fe9267d8307c7cf38a51d95f305380129f6", "_created": "2026-05-12T09:19:48.000Z", "_published": "2026-05-22T10:32:26.157Z", "_distro": "noble", "_jobs": [ { "job": 77362302809, "time": 305, "config": "linux-devel-arm64", "r": "4.7.0", "check": "NOTE", "artifact": "6940434927" }, { "job": 77362302758, "time": 334, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "NOTE", "artifact": "6940446990" }, { "job": 77362302780, "time": 277, "config": "linux-release-arm64", "r": 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You can find my code scattered across orgs: RaphaelS1, mlr-org, and xoopR." }, "_downloads": { "count": 80, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/distr6" }, "_mentions": 1, "_devurl": "https://github.com/xoopr/distr6", "_pkgdown": "https://xoopr.github.io/distr6/", "_searchresults": 87, "_topics": [ "cpp" ], "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/distr6.html", "extra/NEWS.html", "extra/NEWS.txt", "extra/readme.html", "extra/readme.md", "manual.pdf" ], "_cranurl": false, "_releases": [ { "version": "1.0.0", "date": "2019-07-19" }, { "version": "1.0.1", "date": "2019-07-25" }, { "version": "1.1.0", "date": "2019-08-28" }, { "version": "1.2.0", "date": "2019-10-02" }, { "version": "1.3.0", "date": "2019-10-31" }, { "version": "1.3.1", "date": "2019-11-25" }, { "version": "1.3.2", "date": "2020-01-12" }, { "version": "1.3.3", "date": "2020-01-29" }, { 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"as.VectorDistribution", "title": "Coercion to Vector Distribution", "topics": [ "as.VectorDistribution" ] }, { "page": "Bernoulli", "title": "Bernoulli Distribution Class", "concept": [ "discrete distributions", "univariate distributions" ], "topics": [ "Bernoulli" ] }, { "page": "Beta", "title": "Beta Distribution Class", "concept": [ "continuous distributions", "univariate distributions" ], "topics": [ "Beta" ] }, { "page": "BetaNoncentral", "title": "Noncentral Beta Distribution Class", "concept": [ "continuous distributions", "univariate distributions" ], "topics": [ "BetaNoncentral" ] }, { "page": "Binomial", "title": "Binomial Distribution Class", "concept": [ "discrete distributions", "univariate distributions" ], "topics": [ "Binomial" ] }, { "page": "c.Arrdist", "title": "Combine Array Distributions into a Arrdist", "topics": [ "c.Arrdist" ] }, { "page": "c.Distribution", "title": "Combine Distributions into a VectorDistribution", "topics": [ "c.Distribution" ] }, { "page": "c.Matdist", "title": "Combine Matrix Distributions into a Matdist", "topics": [ "c.Matdist" ] }, { "page": "Categorical", "title": "Categorical Distribution Class", "concept": [ "discrete distributions", "univariate distributions" ], "topics": [ "Categorical" ] }, { "page": "Cauchy", "title": "Cauchy Distribution Class", "concept": [ "continuous distributions", "univariate distributions" ], "topics": [ "Cauchy" ] }, { "page": "ChiSquared", "title": "Chi-Squared Distribution Class", "concept": [ "continuous distributions", "univariate distributions" ], "topics": [ "ChiSquared" ] }, { "page": "ChiSquaredNoncentral", "title": "Noncentral Chi-Squared Distribution Class", "concept": [ "continuous distributions", "univariate distributions" ], "topics": [ "ChiSquaredNoncentral" ] }, { "page": "Convolution", "title": "Distribution Convolution Wrapper", "concept": [ "wrappers" ], "topics": [ "+.Distribution", "-.Distribution", "Convolution" ] }, { "page": "CoreStatistics", "title": "Core 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