High-Performance Open-Source Archive
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: fasster_0.2.0.zip |
| macOS binaries: | r-release (arm64): fasster_0.2.0.tgz, r-oldrel (arm64): fasster_0.2.0.tgz, r-release (x86_64): fasster_0.2.0.tgz, r-oldrel (x86_64): fasster_0.2.0.tgz |
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