CRAN/E | distributional

distributional

Vectorised Probability Distributions

Installation

About

Vectorised distribution objects with tools for manipulating, visualising, and using probability distributions. Designed to allow model prediction outputs to return distributions rather than their parameters, allowing users to directly interact with predictive distributions in a data-oriented workflow. In addition to providing generic replacements for p/d/q/r functions, other useful statistics can be computed including means, variances, intervals, and highest density regions.

pkg.mitchelloharawild.com/distributional/
github.com/mitchelloharawild/distributional
Bug report File report

Key Metrics

Version 0.4.0
Published 2024-02-07 50 days ago
Needs compilation? no
License GPL-3
CRAN checks distributional results
Language en-GB

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Maintainer

Maintainer

Mitchell O'Hara-Wild

mail@mitchelloharawild.com

Authors

Mitchell O'Hara-Wild

aut / cre

Matthew Kay

aut

Alex Hayes

aut

Earo Wang

ctb

Material

README
NEWS
Reference manual
Package source

In Views

Distributions

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

distributional archive

Imports

vctrs ≥ 0.3.0
rlang ≥ 0.4.5
generics
stats
numDeriv
utils
lifecycle

Suggests

testthat ≥ 2.1.0
covr
mvtnorm
actuar ≥ 2.0.0
ggdist
ggplot2

Reverse Imports

fable
fable.ata
fable.prophet
fabletools
ggdist
posterior
TOSTER

Reverse Suggests

cfr
grattanInflators
marginaleffects
tidybayes