fable.ata

‘ATAforecasting’ Modelling Interface for ‘fable’

This package provides a tidy R interface to the Ata method procedure using fable. This package makes use of the ATAforecasting package for R.

Installation

You can install the stable version from CRAN:

install.packages("fable.ata")

You can install the development version from Github with:

# install.packages("devtools")
devtools::install_github("alsabtay/fable.ata")

Example

USAccDeaths: Accidental Deaths in the US 1973–1978

library(fable.ata)
as_tsibble(USAccDeaths) %>% model(ata = AutoATA(value ~ trend("A") + season("A", method = "stl"))) %>% forecast(h=24)

Links

Github page

Github.io page

Github - ATAforecasting

Github.io - ATAforecasting

Project team website

Github - Intermittent Ata Method Package

Github.io Intermittent Ata Method Package

License

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