distributional: Vectorised Probability Distributions

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.

Package details

AuthorMitchell O'Hara-Wild [aut, cre] (<https://orcid.org/0000-0001-6729-7695>), Earo Wang [ctb] (<https://orcid.org/0000-0001-6448-5260>), Matthew Kay [ctb] (<https://orcid.org/0000-0001-9446-0419>), Alex Hayes [aut] (<https://orcid.org/0000-0002-4985-5160>)
MaintainerMitchell O'Hara-Wild <mail@mitchelloharawild.com>
LicenseGPL-3
Version0.2.2
URL https://pkg.mitchelloharawild.com/distributional/ https://github.com/mitchelloharawild/distributional
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("distributional")

Try the distributional package in your browser

Any scripts or data that you put into this service are public.

distributional documentation built on Feb. 2, 2021, 5:09 p.m.