ForecastingEnsembles
Time Series Forecasting Using 23 Individual Models
Description
Runs multiple individual time series models, and combines them into an ensembles of time series models. This is mainly used to predict the results of the monthly labor market report from the United States Bureau of Labor Statistics for virtually any part of the economy reported by the Bureau of Labor Statistics, but it can be easily modified to work with other types of time series data. For example, the package was used to predict the winning men's and women's time for the 2024 London Marathon.
Downloads
299
Last 30 days
13223rd
826
Last 90 days
2.9K
Last year
Trend: +52.6% (30d vs prior 30d)
9
Last 30 days
24
Last 90 days
131
Last year
Trend: -40% (30d vs prior 30d)
CRAN Check Status
Show all 13 flavors
| Flavor | Status |
|---|---|
| r-devel-linux-x86_64-debian-clang | OK |
| r-devel-linux-x86_64-debian-gcc | OK |
| r-devel-linux-x86_64-fedora-clang | OK |
| r-devel-linux-x86_64-fedora-gcc | OK |
| r-devel-windows-x86_64 | OK |
| r-oldrel-macos-arm64 | OK |
| r-oldrel-macos-x86_64 | OK |
| r-oldrel-windows-x86_64 | OK |
| 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 History
OK 13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Jun 9, 2026
ERROR 12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Jun 8, 2026
whether package can be installed
Installation failed. See ‘/home/hornik/tmp/R.check/r-devel-gcc/Work/PKGS/ForecastingEnsembles.Rcheck/00install.out’ for details.
OK 12 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 25, 2026
NOTE 11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
package dependencies
Depends: includes the non-default packages: 'distributional', 'doParallel', 'dplyr', 'fable', 'fabletools', 'fable.prophet', 'feasts', 'fracdiff', 'ggplot2', 'gt', 'lubridate', 'magrittr', 'parallel', 'readr', 'scales', 'tibble', 'tidyr', 'tsibble', 'urca' Adding so many packages to the search path is excessive and importing selectively is preferable.
package dependencies
Depends: includes the non-default packages: 'distributional', 'doParallel', 'dplyr', 'fable', 'fabletools', 'fable.prophet', 'feasts', 'fracdiff', 'ggplot2', 'gt', 'lubridate', 'magrittr', 'parallel', 'readr', 'scales', 'tibble', 'tidyr', 'tsibble', 'urca' Adding so many packages to the search path is excessive and importing selectively is preferable.
package dependencies
Depends: includes the non-default packages: 'distributional', 'doParallel', 'dplyr', 'fable', 'fabletools', 'fable.prophet', 'feasts', 'fracdiff', 'ggplot2', 'gt', 'lubridate', 'magrittr', 'parallel', 'readr', 'scales', 'tibble', 'tidyr', 'tsibble', 'urca' Adding so many packages to the search path is excessive and importing selectively is preferable.