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 29 Mar. 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
02/2702/2803/0103/0203/0303/0403/0503/0603/0703/0803/0903/1003/1103/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/27Downloads for distributional1400160018002000220024002600280030003200340036003800TrendBars

Today's Hot Picks in Authors and Packages

landmix  
Landmark Prediction for Mixture Data
Non-parametric prediction of survival outcomes for mixture data that incorporates covariates and a l ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
gglgbtq  
Show Pride on 'ggplot2' Plots
Provides multiple palettes based on pride flags with tailored themes. ...
Download / Learn more Package Citations See dependency  

23,842

R Packages

207,311

Dependencies

64,420

Author Associations

23,781

Publication Badges

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