Other packages > Find by keyword >

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", "0.7.1")



Attach the package and use:
library("stR")
Maintained by
Rob Hyndman
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2016-08-27
Latest Update: 2024-07-28
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 0.7.1, https://cran.r-project.org/web/packages/stR. Accessed 05 Mar. 2026.
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), 0.7 (2024-07-28 15:30)
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

Today's Hot Picks in Authors and Packages

pinp  
'pinp' is not 'PNAS'
A 'PNAS'-alike style for 'rmarkdown', derived from the 'Proceedings of the National Academy of Scie ...
Download / Learn more Package Citations See dependency  
roccv  
ROC for Cross Validation Results
Cross validate large genetic data while specifying clinical variables that should always be in the m ...
Download / Learn more Package Citations See dependency  
diffIRT  
Diffusion IRT Models for Response and Response Time Data
Package to fit diffusion-based IRT models to response and response time data. Models are fit using ...
Download / Learn more Package Citations See dependency  
neat  
Efficient Network Enrichment Analysis Test
Includes functions and examples to compute NEAT, the Network Enrichment Analysis Test described in ...
Download / Learn more Package Citations See dependency  
imagefx  
Extract Features from Images
Synthesize images into characteristic features for time-series analysis or machine learning applicat ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  

26,264

R Packages

223,360

Dependencies

70,244

Author Associations

26,265

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA