https://github.com/tpapp/highestdensityregions.jl

Julia library for calculating Highest Density Regions
https://github.com/tpapp/highestdensityregions.jl

Last synced: 4 months ago
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Julia library for calculating Highest Density Regions

• Host: GitHub
• URL: https://github.com/tpapp/highestdensityregions.jl
• Owner: tpapp
• License: other
• Created: 2018-01-09T16:52:48.000Z (over 8 years ago)
• Default Branch: master
• Last Pushed: 2022-07-26T09:16:43.000Z (almost 4 years ago)
• Last Synced: 2025-02-28T16:20:11.357Z (over 1 year ago)
• Language: Julia
• Size: 63.5 KB
• Stars: 8
• Watchers: 3
• Forks: 2
• Open Issues: 1
• Metadata Files:
  • Readme: README.md
  • License: LICENSE.md

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README

          
# HighestDensityRegions

![Lifecycle](https://img.shields.io/badge/lifecycle-experimental-orange.svg)

[![Build Status](https://travis-ci.org/tpapp/HighestDensityRegions.jl.svg?branch=master)](https://travis-ci.org/tpapp/HighestDensityRegions.jl)

[![Coverage Status](https://coveralls.io/repos/tpapp/HighestDensityRegions.jl/badge.svg?branch=master&service=github)](https://coveralls.io/github/tpapp/HighestDensityRegions.jl?branch=master)

[![codecov.io](http://codecov.io/github/tpapp/HighestDensityRegions.jl/coverage.svg?branch=master)](http://codecov.io/github/tpapp/HighestDensityRegions.jl?branch=master)

Julia library for calculating Highest Density Regions.

## Installation

```julia

pkg> add HighestDensityRegions

```

## Usage

The single exported function is `hdr_thresholds`, which returns a vector thresholds for the given probabilities.

## Examples

### 1D HPD coloring

[This example code](examples/1d-density.jl) was used to produce

![examples/1d-density.svg](examples/1d-density.svg)

### 2D HPD regions

[This example code](examples/2d-density.jl) was used to produce

![examples/2d-density.svg](examples/2d-density.svg)

## Bibliography

- Hyndman, R. J. (1996). Computing and graphing highest density regions. The American Statistician, 50(2), 120–126.