Other packages > Find by keyword >

distributional  

Vectorised Probability Distributions
View on CRAN: Click here


Download and install distributional package within the R console
Install from CRAN:
install.packages("distributional")

Install from Github:
library("remotes")
install_github("cran/distributional")

Install by package version:
library("remotes")
install_version("distributional", "0.5.0")



Attach the package and use:
library("distributional")
Maintained by
Mitchell O'Hara-Wild
[Scholar Profile | Author Map]
First Published: 2020-06-09
Latest Update: 2024-02-07
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.
How to cite:
Mitchell O'Hara-Wild (2020). distributional: Vectorised Probability Distributions. R package version 0.5.0, https://cran.r-project.org/web/packages/distributional. Accessed 08 May. 2025.
Previous versions and publish date:
0.1.0 (2020-06-09 14:40), 0.2.0 (2020-08-03 10:10), 0.2.1 (2020-10-06 14:50), 0.2.2 (2021-02-02 14:10), 0.3.0 (2022-01-06 00:50), 0.3.1 (2022-09-02 09:10), 0.3.2 (2023-03-22 15:40), 0.4.0 (2024-02-07 14:30)
Other packages that cited distributional R package
View distributional citation profile
Other R packages that distributional depends, imports, suggests or enhances
Complete documentation for distributional
Functions, R codes and Examples using the distributional R package
Some associated functions: autoplot.distribution . cdf . covariance.distribution . covariance . density.distribution . dist_bernoulli . dist_beta . dist_binomial . dist_burr . dist_categorical . dist_cauchy . dist_chisq . dist_degenerate . dist_exponential . dist_f . dist_gamma . dist_geometric . dist_gumbel . dist_hypergeometric . dist_inflated . dist_inverse_exponential . dist_inverse_gamma . dist_inverse_gaussian . dist_logarithmic . dist_logistic . dist_lognormal . dist_missing . dist_mixture . dist_multinomial . dist_multivariate_normal . dist_negative_binomial . dist_normal . dist_pareto . dist_percentile . dist_poisson . dist_poisson_inverse_gaussian . dist_sample . dist_student_t . dist_studentized_range . dist_transformed . dist_truncated . dist_uniform . dist_weibull . dist_wrap . distributional-package . family.distribution . generate.distribution . geom_hilo_linerange . geom_hilo_ribbon . guide-helpers . guide_level . hdr.distribution . hdr . hilo.distribution . hilo . is-distribution . is_hdr . is_hilo . kurtosis . likelihood . mean.distribution . median.distribution . new_dist . new_hdr . new_hilo . new_support_region . parameters . quantile.distribution . reexports . scale_hilo_continuous . scale_level . skewness . support . variance.distribution . variance . 
Some associated R codes: default.R . dist_bernoulli.R . dist_beta.R . dist_binomial.R . dist_burr.R . dist_categorical.R . dist_cauchy.R . dist_chisq.R . dist_degenerate.R . dist_exponential.R . dist_f.R . dist_gamma.R . dist_geometric.R . dist_gumbel.R . dist_hypergeometric.R . dist_inverse_exponential.R . dist_inverse_gamma.R . dist_inverse_gaussian.R . dist_logarithmic.R . dist_logistic.R . dist_lognormal.R . dist_missing.R . dist_multinomial.R . dist_multivariate_normal.R . dist_negative_binomial.R . dist_normal.R . dist_pareto.R . dist_percentile.R . dist_poisson.R . dist_poisson_inverse_gaussian.R . dist_sample.R . dist_student_t.R . dist_studentized_range.R . dist_uniform.R . dist_weibull.R . dist_wrap.R . distribution.R . distributional-package.R . geom_hilo.R . hdr.R . hilo.R . inflated.R . mixture.R . plot.R . reexports.R . scale-level.R . support.R . transformed.R . truncated.R . utils.R . zzz.R .  Full distributional package functions and examples
Downloads during the last 30 days
04/0804/0904/1004/1104/1204/1304/1404/1504/1604/1704/1804/1904/2004/2104/2204/2304/2404/2504/2604/2704/2804/2904/3005/0105/0205/0305/0405/0505/06Downloads for distributional1400160018002000220024002600280030003200340036003800TrendBars

Today's Hot Picks in Authors and Packages

trajr  
Animal Trajectory Analysis
A toolbox to assist with statistical analysis of animal trajectories. It provides simple access to a ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
gms  
'GAMS' Modularization Support Package
A collection of tools to create, use and maintain modularized model code written in the modeling la ...
Download / Learn more Package Citations See dependency  
MultiATSM  
Multicountry Term Structure of Interest Rates Models
Estimation routines for several classes of affine term structure of interest rates models. All the m ...
Download / Learn more Package Citations See dependency  
gaussDiff  
Difference measures for multivariate Gaussian probability density functions
A collection difference measures for multivariate Gaussian probability density functions, such as t ...
Download / Learn more Package Citations See dependency  
MXM  
Feature Selection (Including Multiple Solutions) and Bayesian Networks
Many feature selection methods for a wide range of response variables, including minimal, statistica ...
Download / Learn more Package Citations See dependency  

24,205

R Packages

207,311

Dependencies

65,312

Author Associations

24,206

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA