Other packages > Find by keyword >

StructuralDecompose  

Decomposes a Level Shifted Time Series
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("StructuralDecompose", "0.1.1")



Attach the package and use:
library("StructuralDecompose")
Maintained by
Allen Sunny
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-02-13
Latest Update: 2023-02-13
Description:
Explains the behavior of a time series by decomposing it into its trend, seasonality and residuals. It is built to perform very well in the presence of significant level shifts. It is designed to play well with any breakpoint algorithm and any smoothing algorithm. Currently defaults to 'lowess' for smoothing and 'strucchange' for breakpoint identification. The package is useful in areas such as trend analysis, time series decomposition, breakpoint identification and anomaly detection.
How to cite:
Allen Sunny (2023). StructuralDecompose: Decomposes a Level Shifted Time Series. R package version 0.1.1, https://cran.r-project.org/web/packages/StructuralDecompose. Accessed 21 Nov. 2024.
Previous versions and publish date:
No previous versions
Other packages that cited StructuralDecompose R package
View StructuralDecompose citation profile
Other R packages that StructuralDecompose depends, imports, suggests or enhances
Complete documentation for StructuralDecompose
Functions, R codes and Examples using the StructuralDecompose R package
Full StructuralDecompose 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

r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
SCBiclust  
Identifies Mean, Variance, and Hierarchically Clustered Biclusters
Identifies a bicluster, a submatrix of the data such that the features and observations within the s ...
Download / Learn more Package Citations See dependency  
pkgdepends  
Package Dependency Resolution and Downloads
Find recursive dependencies of 'R' packages from various sources. Solve the dependencies to obtain ...
Download / Learn more Package Citations See dependency  
deductive  
Data Correction and Imputation Using Deductive Methods
Attempt to repair inconsistencies and missing values in data records by using information from vali ...
Download / Learn more Package Citations See dependency  
crossrun  
Joint Distribution of Number of Crossings and Longest Run
Joint distribution of number of crossings and the longest run in a series of independent Bernoulli ...
Download / Learn more Package Citations See dependency  
RcppHNSW  
'Rcpp' Bindings for 'hnswlib', a Library for Approximate Nearest Neighbors
'Hnswlib' is a C++ library for Approximate Nearest Neighbors. This package provides a minimal R int ...
Download / Learn more Package Citations See dependency  

23,229

R Packages

199,929

Dependencies

62,984

Author Associations

23,230

Publication Badges

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