fable: Forecasting Models for Tidy Time Series
Provides a collection of commonly used univariate and multivariate time series forecasting models including automatically selected exponential smoothing (ETS) and autoregressive integrated moving average (ARIMA) models. These models work within the 'fable' framework provided by the 'fabletools' package, which provides the tools to evaluate, visualise, and combine models in a workflow consistent with the tidyverse.
| Version: | 0.4.1 |
| Depends: | R (≥ 3.4.0), fabletools (≥ 0.3.0) |
| Imports: | Rcpp (≥ 0.11.0), rlang (≥ 0.4.6), stats, dplyr (≥ 1.0.0), tsibble (≥ 0.9.0), tibble, tidyr, utils, distributional |
| LinkingTo: | Rcpp (≥ 0.11.0) |
| Suggests: | covr, feasts, forecast, knitr, MTS, nnet, rmarkdown, spelling, testthat, tsibbledata (≥ 0.2.0) |
| Published: | 2024-11-05 |
| DOI: | 10.32614/CRAN.package.fable |
| Author: | Mitchell O'Hara-Wild [aut, cre],
Rob Hyndman [aut],
Earo Wang [aut],
Gabriel Caceres [ctb] (NNETAR implementation),
Christoph Bergmeir
 [ctb],
Tim-Gunnar Hensel [ctb],
Timothy Hyndman [ctb] |
| Maintainer: | Mitchell O'Hara-Wild <mail at mitchelloharawild.com> |
| BugReports: | https://github.com/tidyverts/fable/issues |
| License: | GPL-3 |
| URL: | https://fable.tidyverts.org, https://github.com/tidyverts/fable |
| NeedsCompilation: | yes |
| Language: | en-GB |
| Materials: | README NEWS |
| In views: | TimeSeries |
| CRAN checks: | fable results |
Documentation:
| Reference manual: | fable.pdf |
| Vignettes: |
Introduction to fable (source, R code) Forecasting with transformations (source, R code) |
Downloads:
| Package source: | fable_0.4.1.tar.gz |
| Windows binaries: | r-devel: fable_0.4.1.zip, r-release: fable_0.4.1.zip, r-oldrel: fable_0.4.1.zip |
| macOS binaries: | r-devel (arm64): fable_0.4.1.tgz, r-release (arm64): fable_0.4.1.tgz, r-oldrel (arm64): fable_0.4.1.tgz, r-devel (x86_64): fable_0.4.1.tgz, r-release (x86_64): fable_0.4.1.tgz, r-oldrel (x86_64): fable_0.4.1.tgz |
| Old sources: | fable archive |
Reverse dependencies:
| Reverse depends: | fableCount |
| Reverse imports: | fpp3, iNZightTS, netseer, oddnet, vital |
| Reverse suggests: | echos, fabletools, feasts, grattanInflators |
Linking:
Please use the canonical form https://CRAN.R-project.org/package=fable to link to this page.