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An engine for univariate time series forecasting using different regression models in an autoregressive way. The engine provides an uniform interface for applying the different models. Furthermore, it is extensible so that users can easily apply their own regression models to univariate time series forecasting and benefit from all the features of the engine, such as preprocessings or estimation of forecast accuracy.
Version: | 1.1.0 |
Imports: | Cubist, FNN, forecast, ggplot2, ipred, methods, ranger, rpart, vctsfr |
Suggests: | knitr, rmarkdown, testthat (≥ 3.0.0) |
Published: | 2024-12-10 |
DOI: | 10.32614/CRAN.package.utsf |
Author: | Maria Pilar Frias-Bustamante [aut], Francisco Martinez [aut, cre, cph] |
Maintainer: | Francisco Martinez <fmartin at ujaen.es> |
BugReports: | https://github.com/franciscomartinezdelrio/utsf/issues |
License: | MIT + file LICENSE |
URL: | https://github.com/franciscomartinezdelrio/utsf |
NeedsCompilation: | no |
Materials: | README NEWS |
CRAN checks: | utsf results |
Reference manual: | utsf.pdf |
Vignettes: |
utsf (source, R code) |
Package source: | utsf_1.1.0.tar.gz |
Windows binaries: | r-devel: utsf_1.1.0.zip, r-release: utsf_1.0.0.zip, r-oldrel: utsf_1.1.0.zip |
macOS binaries: | r-release (arm64): utsf_1.1.0.tgz, r-oldrel (arm64): utsf_1.1.0.tgz, r-release (x86_64): utsf_1.1.0.tgz, r-oldrel (x86_64): utsf_1.1.0.tgz |
Old sources: | utsf archive |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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