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stR  

Seasonal Trend Decomposition Using Regression
View on CRAN: Click here


Download and install stR package within the R console
Install from CRAN:
install.packages("stR")

Install from Github:
library("remotes")
install_github("cran/stR")

Install by package version:
library("remotes")
install_version("stR", "0.7")



Attach the package and use:
library("stR")
Maintained by
Rob Hyndman
[Scholar Profile | Author Map]
First Published: 2016-08-27
Latest Update: 2023-08-10
Description:
Methods for decomposing seasonal data: STR (a Seasonal-Trend decomposition procedure based on Regression) and Robust STR. In some ways, STR is similar to Ridge Regression and Robust STR can be related to LASSO. They allow for multiple seasonal components, multiple linear covariates with constant, flexible and seasonal influence. Seasonal patterns (for both seasonal components and seasonal covariates) can be fractional and flexible over time; moreover they can be either strictly periodic or have a more complex topology. The methods provide confidence intervals for the estimated components. The methods can be used for forecasting.
How to cite:
Rob Hyndman (2016). stR: Seasonal Trend Decomposition Using Regression. R package version 0.7, https://cran.r-project.org/web/packages/stR. Accessed 20 Apr. 2025.
Previous versions and publish date:
0.1 (2016-08-27 00:46), 0.2 (2016-09-10 18:02), 0.3 (2017-01-06 14:44), 0.4 (2018-05-18 14:28), 0.5 (2022-02-17 13:02), 0.6 (2023-08-10 19:10)
Other packages that cited stR R package
View stR citation profile
Other R packages that stR depends, imports, suggests or enhances
Complete documentation for stR
Functions, R codes and Examples using the stR R package
Some associated functions: AutoSTR . RSTRmodel . STR . STRmodel . calls . components . confidence . control . data . electricity . gapCV . grocery . heuristicSTR . lambdas . nFold . nMCIter . pattern . plot.STR . plotBeta . predictors . reltol . reportDimensionsOnly . robust . seasadj.STR . solver . strDesign . trace . 
Some associated R codes: RSTR.R . STR.R . calls.R . cg.R . components.R . documentation.R . electricity.R . grocery.R . heuristicSTR.R . lmSolver.R . lsmr.R . mstsWrapper.R . plot.str.R . plotBeta.R . seasadj.R .  Full stR package functions and examples
Downloads during the last 30 days
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