smooth

Forecasting Using State Space Models

CRAN Package

Functions implementing Single Source of Error state space models for purposes of time series analysis and forecasting. The package includes ADAM (Svetunkov, 2023), Exponential Smoothing (Hyndman et al., 2008), SARIMA (Svetunkov & Boylan, 2019), Complex Exponential Smoothing (Svetunkov & Kourentzes, 2018), Simple Moving Average (Svetunkov & Petropoulos, 2018) and several simulation functions. It also allows dealing with intermittent demand based on the iETS framework (Svetunkov & Boylan, 2019).

  • Version4.1.1
  • R versionR (≥ 3.0.2)
  • LicenseLGPL-2.1
  • Needs compilation?Yes
  • Languageen-GB
  • Last release02/03/2025

Documentation


Team


Insights

Last 30 days

This package has been downloaded 6,631 times in the last 30 days. A solid achievement! Enough downloads to get noticed at department meetings. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 204 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsMar 2, 2025
192 downloadsMar 3, 2025
234 downloadsMar 4, 2025
339 downloadsMar 5, 2025
251 downloadsMar 6, 2025
221 downloadsMar 7, 2025
187 downloadsMar 8, 2025
156 downloadsMar 9, 2025
224 downloadsMar 10, 2025
265 downloadsMar 11, 2025
263 downloadsMar 12, 2025
282 downloadsMar 13, 2025
249 downloadsMar 14, 2025
278 downloadsMar 15, 2025
146 downloadsMar 16, 2025
223 downloadsMar 17, 2025
185 downloadsMar 18, 2025
188 downloadsMar 19, 2025
215 downloadsMar 20, 2025
247 downloadsMar 21, 2025
203 downloadsMar 22, 2025
195 downloadsMar 23, 2025
236 downloadsMar 24, 2025
218 downloadsMar 25, 2025
224 downloadsMar 26, 2025
237 downloadsMar 27, 2025
337 downloadsMar 28, 2025
145 downloadsMar 29, 2025
119 downloadsMar 30, 2025
168 downloadsMar 31, 2025
204 downloadsApr 1, 2025
0 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
119
339

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Last 365 days

This package has been downloaded 87,434 times in the last 365 days. This work is reaching a lot of screens. A significant achievement indeed! The day with the most downloads was Apr 30, 2024 with 1,825 downloads.

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Data provided by CRAN


Binaries


Dependencies

  • Depends1 package
  • Imports8 packages
  • Suggests8 packages
  • Linking To2 packages
  • Reverse Depends2 packages
  • Reverse Imports2 packages
  • Reverse Suggests3 packages