Package: fasster 0.2.0.9000

fasster: Fast Additive Switching of Seasonality, Trend, and Exogenous Regressors
Implementation of the FASSTER (Forecasting with Additive Switching of Seasonality, Trend, and Exogenous Regressors) model for forecasting time series with multiple seasonal patterns. The model combines state space methodology with a switching component in the observation equation to allow flexible modeling of complex seasonal patterns, including time-varying effects and multiple seasonalities.
Authors:
fasster_0.2.0.9000.tar.gz
fasster_0.2.0.9000.zip(r-4.7)fasster_0.2.0.9000.zip(r-4.6)fasster_0.2.0.9000.zip(r-4.5)
fasster_0.2.0.9000.tgz(r-4.6-any)fasster_0.2.0.9000.tgz(r-4.5-any)
fasster_0.2.0.9000.tar.gz(r-4.7-any)fasster_0.2.0.9000.tar.gz(r-4.6-any)
fasster_0.2.0.9000.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
fasster/json (API)
NEWS
| # Install 'fasster' in R: |
| install.packages('fasster', repos = c('https://tidyverts.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/tidyverts/fasster/issues
Pkgdown/docs site:https://fasster.tidyverts.org
Last updated from:f6b6b44916. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 165 | ||
| source / vignettes | OK | 191 | ||
| linux-release-x86_64 | OK | 171 | ||
| macos-release-arm64 | OK | 158 | ||
| macos-oldrel-arm64 | OK | 165 | ||
| windows-devel | OK | 169 | ||
| windows-release | OK | 120 | ||
| windows-oldrel | OK | 112 | ||
| wasm-release | OK | 131 |
Dependencies:anytimeBHclicpp11digestdistributionaldlmdplyrfabletoolsfarvergenericsggdistggplot2gluegtableisobandlabelinglifecyclelubridatemagrittrnumDerivpillarpkgconfigprogressrpurrrquadprogR6RColorBrewerRcpprlangS7scalesstringistringrtibbletidyrtidyselecttimechangetsibbleutf8vctrsviridisLitewithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Extract Components from a FASSTER Model | components.FASSTER |
| Fast Additive Switching of Seasonality, Trend and Exogenous Regressors | FASSTER fasster |
| Extract fitted values from a FASSTER model | fitted.FASSTER |
| Forecast a FASSTER model | forecast.FASSTER |
| Glance at a FASSTER model | glance.FASSTER |
| Interpolate missing values in a FASSTER model | interpolate.FASSTER |
| Refit a FASSTER model | refit.FASSTER |
| Report on a FASSTER model | report.FASSTER |
| Extract residuals from a FASSTER model | residuals.FASSTER |
| Stream new data through a FASSTER model | stream.FASSTER |
| Extract coefficients from a FASSTER model | tidy.FASSTER |
