Ecosyste.ms: Awesome

An open API service indexing awesome lists of open source software.

Awesome Lists | Featured Topics | Projects

https://github.com/cwendorf/plotdistributions

Visualizing Probability Distributions [R Package]
https://github.com/cwendorf/plotdistributions

data-visualization distribution-shape probability r r-package statistics

Last synced: 6 days ago
JSON representation

Visualizing Probability Distributions [R Package]

Host: GitHub
URL: https://github.com/cwendorf/plotdistributions
Owner: cwendorf
License: other
Created: 2022-02-21T16:47:10.000Z (almost 3 years ago)
Default Branch: main
Last Pushed: 2023-10-29T10:10:22.000Z (about 1 year ago)
Last Synced: 2023-10-29T11:21:05.069Z (about 1 year ago)
Topics: data-visualization, distribution-shape, probability, r, r-package, statistics
Language: R
Homepage:
Size: 2.74 MB
Stars: 1
Watchers: 1
Forks: 0
Open Issues: 0
Metadata Files:
- Readme: README.md
- License: LICENSE

Awesome Lists containing this project

README

        
# `plotDistributions` 

## Visualizing Probability Distributions

[![minimal R version](https://img.shields.io/badge/R%3E%3D-3.6.2-6666ff.svg)](https://cran.r-project.org/)

[![License: MIT](https://img.shields.io/badge/License-MIT-blue.svg)](https://opensource.org/licenses/MIT)

### Overview

**plotDistributions** is a small R package for plotting the probability density and cumulative distribution functions for various continuous distributions. It provides functionality to highlight probabilities and display critical values. 







### Installation

This package is not currently on CRAN, but can be installed and loaded using these R commands:

``` r

install.packages("remotes")

remotes::install_github("cwendorf/plotDistributions")

library(plotDistributions)

```

If you do not wish a full install, the latest functions can be made available using these R commands:

```r

source("http://raw.githubusercontent.com/cwendorf/plotDistributions/main/source-plotDistributions.R")

```

### Usage

This package contains a set of examples to demonstrate its use:

- [*Normal Distribution Examples*](./docs/NormalDistributionExamples.md)

- [*Student's t Distribution Examples*](./docs/StudentsDistributionExamples.md)

- [*F Distribution Examples*](./docs/FDistributionExamples.md)

- [*Studentized Range Distribution Examples*](./docs/StudentizedRangeDistributionExamples.md)

- [*Chi Square Distribution Examples*](./docs/ChiSquareDistributionExamples.md)

### Contact Me

- GitHub Issues: [https://github.com/cwendorf/plotDistributions/issues](https://github.com/cwendorf/plotDistributions/issues) 

- Author Email: [[email protected]](mailto:[email protected])

- Author Homepage: [https://cwendorf.github.io](https://cwendorf.github.io)

### Citation

Wendorf, C.A. (2022). *plotDistributions: Visualizing probability distributions* [R Package]. [https://github.com/cwendorf/plotDistributions](https://github.com/cwendorf/plotDistributions)