distributional-package: distributional: Vectorised Probability Distributions

In distributional: Vectorised Probability Distributions

distributional: Vectorised Probability Distributions

Description

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.

Author(s)

Maintainer: Mitchell O'Hara-Wild [e-mail] (ORCID)

Authors:

• Matthew Kay (ORCID)

• Alex Hayes (ORCID)

• Rob Hyndman (ORCID)

Other contributors:

• Earo Wang (ORCID) [contributor]

• Vencislav Popov (ORCID) [contributor]

See Also

Useful links:

• https://pkg.mitchelloharawild.com/distributional/

• https://github.com/mitchelloharawild/distributional

• Report bugs at https://github.com/mitchelloharawild/distributional/issues

distributional documentation built on Sept. 17, 2024, 9:11 a.m.