https://github.com/robjhyndman/thief

Temporal HIErarchical Forecasting
https://github.com/robjhyndman/thief

Last synced: 6 months ago
JSON representation

Temporal HIErarchical Forecasting

• Host: GitHub
• URL: https://github.com/robjhyndman/thief
• Owner: robjhyndman
• Created: 2016-08-19T07:37:58.000Z (almost 9 years ago)
• Default Branch: master
• Last Pushed: 2023-07-18T01:31:52.000Z (almost 2 years ago)
• Last Synced: 2024-12-10T05:42:54.482Z (6 months ago)
• Language: R
• Homepage: http://pkg.robjhyndman.com/thief/
• Size: 4.69 MB
• Stars: 47
• Watchers: 10
• Forks: 11
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

        
thief: Temporal HIErarchical Forecasting 

======================

[![Travis-CI Build Status](https://travis-ci.org/robjhyndman/thief.svg?branch=master)](https://travis-ci.org/robjhyndman/thief)

[![CRAN_Status_Badge](http://www.r-pkg.org/badges/version/thief)](https://cran.r-project.org/package=thief)

[![Downloads](http://cranlogs.r-pkg.org/badges/thief)](https://cran.r-project.org/package=thief)

[![Licence](https://img.shields.io/badge/licence-GPL--3-blue.svg)](https://www.gnu.org/licenses/gpl-3.0.en.html)

The R package *thief* provides methods and tools for generating forecasts at different temporal frequencies using a hierarchical time series approach.

Authors: Rob J Hyndman and Nikolaos Kourentzes

This package implements the methods described in

[Athanasopoulos, G., Hyndman, R.J., Kourentzes, N., and Petropoulos, F. (2016) Forecasting with temporal hierarchies.](http://robjhyndman.com/publications/temporal-hierarchies/)

## Installation

You can install the **stable** version on

[R CRAN](https://cran.r-project.org/package=thief).

```r

install.packages('thief', dependencies = TRUE)

```

You can install the **development** version from

[Github](https://github.com/robjhyndman/thief)

```r

# install.packages("devtools")

devtools::install_github("robjhyndman/thief")

```

## Usage

```s

library(thief)

thief(USAccDeaths)

```

## License

This package is free and open source software, licensed under GPL 3.