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tsissm

Linear Innovations State Space Unobserved Components Model

v1.0.2 · Jul 12, 2025 · GPL-2

Description

Unobserved components time series model using the linear innovations state space representation (single source of error) with choice of error distributions and option for dynamic variance. Methods for estimation using automatic differentiation, automatic model selection and ensembling, prediction, filtering, simulation and backtesting. Based on the model described in Hyndman et al (2012) <doi:10.1198/jasa.2011.tm09771>.

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CRAN Check Status

3 NOTE
11 OK
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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-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 (3 non-OK)
NOTE r-oldrel-macos-arm64

installed package size

installed size is 122.3Mb
  sub-directories of 1Mb or more:
    libs  120.7Mb
NOTE r-oldrel-macos-x86_64

installed package size

installed size is 122.8Mb
  sub-directories of 1Mb or more:
    libs  121.2Mb
NOTE r-oldrel-windows-x86_64

installed package size

installed size is 16.0Mb
  sub-directories of 1Mb or more:
    libs  14.3Mb

Check History

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 122.3Mb
  sub-directories of 1Mb or more:
    libs  120.7Mb
NOTE r-oldrel-macos-x86_64

installed package size

installed size is 122.8Mb
  sub-directories of 1Mb or more:
    libs  121.2Mb
NOTE r-oldrel-windows-x86_64

installed package size

installed size is 16.0Mb
  sub-directories of 1Mb or more:
    libs  14.3Mb

Dependency Network

Dependencies Reverse dependencies Rcpp tsmethods TMB tsaux tsdistributions zoo xts copula flextable data.table sandwich nloptr RTMB viridisLite future +2 more dependencies tsissm

Version History

new 1.0.2 Mar 10, 2026
updated 1.0.2 ← 1.0.1 diff Jul 11, 2025
new 1.0.1 Apr 27, 2025