autoTS
Automatic Model Selection and Prediction for Univariate Time Series
Description
Offers a set of functions to easily make predictions for univariate time series. 'autoTS' is a wrapper of existing functions of the 'forecast' and 'prophet' packages, harmonising their outputs in tidy dataframes and using default values for each. The core function getBestModel() allows the user to effortlessly benchmark seven algorithms along with a bagged estimator to identify which one performs the best for a given time series.
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Show all 14 flavors
| Flavor | Status |
|---|---|
| r-devel-linux-x86_64-debian-clang | NOTE |
| r-devel-linux-x86_64-debian-gcc | NOTE |
| r-devel-linux-x86_64-fedora-clang | NOTE |
| r-devel-linux-x86_64-fedora-gcc | NOTE |
| r-devel-macos-arm64 | OK |
| r-devel-windows-x86_64 | OK |
| r-oldrel-macos-arm64 | NOTE |
| r-oldrel-macos-x86_64 | NOTE |
| r-oldrel-windows-x86_64 | NOTE |
| r-patched-linux-x86_64 | OK |
| r-release-linux-x86_64 | OK |
| r-release-macos-arm64 | OK |
| r-release-macos-x86_64 | OK |
| r-release-windows-x86_64 | OK |
Check details (7 non-OK)
CRAN incoming feasibility
Maintainer: ‘Vivien Roussez <vivien.roussez@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = "Vivien",
family = "Roussez",
role = c("aut", "cre"),
email = "vivien.roussez@gmail.com")
as necessary.
CRAN incoming feasibility
Maintainer: ‘Vivien Roussez <vivien.roussez@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = "Vivien",
family = "Roussez",
role = c("aut", "cre"),
email = "vivien.roussez@gmail.com")
as necessary.
dependencies in R code
Namespaces in Imports field not imported from: ‘plotly’ ‘shinycssloaders’ All declared Imports should be used.
dependencies in R code
Namespaces in Imports field not imported from: ‘plotly’ ‘shinycssloaders’ All declared Imports should be used.
LazyData
'LazyData' is specified without a 'data' directory
LazyData
'LazyData' is specified without a 'data' directory
LazyData
'LazyData' is specified without a 'data' directory
Check History
NOTE 7 OK · 7 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
CRAN incoming feasibility
Maintainer: ‘Vivien Roussez <vivien.roussez@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = "Vivien",
family = "Roussez",
role = c("aut", "cre"),
email = "vivien.roussez@gmail.com")
as necessary.
CRAN incoming feasibility
Maintainer: ‘Vivien Roussez <vivien.roussez@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = "Vivien",
family = "Roussez",
role = c("aut", "cre"),
email = "vivien.roussez@gmail.com")
as necessary.
dependencies in R code
Namespaces in Imports field not imported from: ‘plotly’ ‘shinycssloaders’ All declared Imports should be used.
dependencies in R code
Namespaces in Imports field not imported from: ‘plotly’ ‘shinycssloaders’ All declared Imports should be used.
LazyData
'LazyData' is specified without a 'data' directory
LazyData
'LazyData' is specified without a 'data' directory
LazyData
'LazyData' is specified without a 'data' directory