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")



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: 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 22 Dec. 2024.
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
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

composits  
Compositional, Multivariate and Univariate Time Series Outlier Ensemble
A compositional multivariate and univariate time series outlier ensemble.It uses the four R packages ...
Download / Learn more Package Citations See dependency  
elect  
Estimation of Life Expectancies Using Multi-State Models
Functions to compute state-specific and marginal life expectancies. The computation is based on a fi ...
Download / Learn more Package Citations See dependency  
wordspace  
Distributional Semantic Models in R
An interactive laboratory for research on distributional semantic models ('DSM', see < ...
Download / Learn more Package Citations See dependency  
Rfast2  
A Collection of Efficient and Extremely Fast R Functions II
A collection of fast statistical and utility functions for data analysis. Functions for regression, ...
Download / Learn more Package Citations See dependency  
dmlalg  
Double Machine Learning Algorithms
Implementation of double machine learning (DML) algorithms in R, based on Emmenegger and Buehlmann ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  

23,394

R Packages

201,798

Dependencies

63,416

Author Associations

23,395

Publication Badges

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