Implementation of the FASSTER (Forecasting with Additive Switching of Seasonality, Trend, and Exogenous Regressors) model for forecasting time series with multiple seasonal patterns. The model combines state space methodology with a switching component in the observation equation to allow flexible modeling of complex seasonal patterns, including time-varying effects and multiple seasonalities.
| Version: | 0.2.0 |
| Depends: | R (≥ 4.1.0), fabletools (≥ 0.2.0) |
| Imports: | dlm, tsibble (≥ 0.9.0), purrr, rlang, stats, dplyr (≥ 1.0.0), distributional, vctrs |
| Suggests: | tsibbledata (≥ 0.2.0), lubridate, knitr, rmarkdown, testthat, spelling, covr |
| Published: | 2026-01-31 |
| DOI: | 10.32614/CRAN.package.fasster |
| Author: | Mitchell O'Hara-Wild [aut, cre], Rob Hyndman [aut, ths] |
| Maintainer: | Mitchell O'Hara-Wild <mail at mitchelloharawild.com> |
| BugReports: | https://github.com/tidyverts/fasster/issues |
| License: | GPL-3 |
| URL: | https://github.com/tidyverts/fasster, https://fasster.tidyverts.org/ |
| NeedsCompilation: | no |
| Language: | en-GB |
| Materials: | README, NEWS |
| CRAN checks: | fasster results |
| Reference manual: | fasster.html , fasster.pdf |
| Vignettes: |
Introduction to FASSTER (source, R code) |
| Package source: | fasster_0.2.0.tar.gz |
| Windows binaries: | r-devel: fasster_0.2.0.zip, r-release: fasster_0.2.0.zip, r-oldrel: not available |
| macOS binaries: | r-release (arm64): fasster_0.2.0.tgz, r-oldrel (arm64): not available, r-release (x86_64): fasster_0.2.0.tgz, r-oldrel (x86_64): not available |
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