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smooth

Forecasting Using State Space Models

v4.5.0 · Jun 20, 2026 · LGPL-2.1

Description

Functions implementing Single Source of Error state space models for purposes of time series analysis and forecasting. The package includes ADAM (Svetunkov, 2023, <https://openforecast.org/adam/>), Exponential Smoothing (Hyndman et al., 2008, <doi:10.1007/978-3-540-71918-2>), SARIMA (Svetunkov & Boylan, 2019 <doi: 10.1080/00207543.2019.1600764>), Complex Exponential Smoothing (Svetunkov & Kourentzes, 2018, <doi:10.13140/RG.2.2.24986.29123>), Simple Moving Average (Svetunkov & Petropoulos, 2018 <doi:10.1080/00207543.2017.1380326>) and several simulation functions. It also allows dealing with intermittent demand based on the iETS framework (Svetunkov & Boylan, 2019, <doi:10.13140/RG.2.2.35897.06242>).

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CRAN Check Status

13 OK
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
ERROR r-devel-linux-x86_64-debian-gcc

re-building of vignette outputs

Error(s) in re-building vignettes:
  ...
--- re-building ‘adam.Rmd’ using rmarkdown
--- finished re-building ‘adam.Rmd’

--- re-building ‘ces.Rmd’ using rmarkdown
--- finished re-building ‘ces.Rmd’

--- re-building ‘es.Rmd’ using rmarkdown
--- finish
...[truncated]...
 connection
--- failed re-building ‘smooth.Rmd’

--- re-building ‘ssarima.Rmd’ using rmarkdown
--- finished re-building ‘ssarima.Rmd’

SUMMARY: processing the following file failed:
  ‘smooth.Rmd’

Error: Vignette re-building failed.
Execution halted
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 Apr 22, 2026
NOTE r-oldrel-macos-arm64

installed package size

installed size is 15.2Mb
  sub-directories of 1Mb or more:
    R      2.0Mb
    doc    3.5Mb
    libs   9.3Mb
NOTE r-oldrel-macos-x86_64

installed package size

installed size is 15.6Mb
  sub-directories of 1Mb or more:
    R      2.1Mb
    doc    3.5Mb
    libs   9.7Mb
NOTE r-oldrel-windows-x86_64

package dependencies

Package suggested but not available for checking: 'doMC'
ERROR 10 OK · 3 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Apr 18, 2026
ERROR r-devel-windows-x86_64

whether package can be installed

Installation failed.
See 'd:/Rcompile/CRANpkg/local/4.6/smooth.Rcheck/00install.out' for details.
NOTE r-oldrel-macos-arm64

installed package size

installed size is 15.2Mb
  sub-directories of 1Mb or more:
    R      2.0Mb
    doc    3.5Mb
    libs   9.3Mb
NOTE r-oldrel-macos-x86_64

installed package size

installed size is 15.6Mb
  sub-directories of 1Mb or more:
    R      2.1Mb
    doc    3.5Mb
    libs   9.7Mb
NOTE r-oldrel-windows-x86_64

package dependencies

Package suggested but not available for checking: 'doMC'
NOTE 11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE r-oldrel-macos-arm64

installed package size

installed size is 15.2Mb
  sub-directories of 1Mb or more:
    R      2.0Mb
    doc    3.5Mb
    libs   9.3Mb
NOTE r-oldrel-macos-x86_64

installed package size

installed size is 15.6Mb
  sub-directories of 1Mb or more:
    R      2.1Mb
    doc    3.5Mb
    libs   9.7Mb
NOTE r-oldrel-windows-x86_64

package dependencies

Package suggested but not available for checking: 'doMC'

Reverse Dependencies (6)

depends

imports

Dependency Network

Dependencies Reverse dependencies greybox Rcpp generics statmod MASS nloptr xtable zoo MAPA legion lablaster greybox healthyR.ts modeltime smooth

Version History

58 tracked
updated 4.5.0 ← 4.4.0 diff Jun 21, 2026
new 4.4.0 Mar 10, 2026
updated 4.4.0 ← 4.3.1 diff Feb 4, 2026
updated 4.3.1 ← 4.3.0 diff Oct 26, 2025
updated 4.3.0 ← 4.2.0 diff Jun 30, 2025
updated 4.2.0 ← 4.1.1 diff Apr 1, 2025
updated 4.1.1 ← 4.1.0 diff Feb 2, 2025
updated 4.1.0 ← 4.0.2 diff Sep 30, 2024
updated 4.0.2 ← 4.0.1 diff Jun 18, 2024
updated 4.0.1 ← 4.0.0 diff Mar 31, 2024
updated 4.0.0 ← 3.2.1 diff Sep 16, 2023
updated 3.2.1 ← 3.2.0 diff Jun 1, 2023
updated 3.2.0 ← 3.1.6 diff Jan 17, 2023
updated 3.1.6 ← 3.1.5 diff Mar 29, 2022
updated 3.1.5 ← 3.1.4 diff Jan 25, 2022