https://github.com/allen-1242/structuraldecompose

Univariate Trend Fitting Algorithm
https://github.com/allen-1242/structuraldecompose

decomposition timeseries-analysis

Last synced: 3 months ago
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Univariate Trend Fitting Algorithm

• Host: GitHub
• URL: https://github.com/allen-1242/structuraldecompose
• Owner: Allen-1242
• License: other
• Created: 2022-06-30T21:06:43.000Z (over 3 years ago)
• Default Branch: main
• Last Pushed: 2025-06-19T18:06:43.000Z (7 months ago)
• Last Synced: 2025-09-08T16:25:42.643Z (4 months ago)
• Topics: decomposition, timeseries-analysis
• Language: R
• Homepage: https://allen-1242.github.io/StructuralDecompose/
• Size: 2.6 MB
• Stars: 1
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.Rmd
  • Changelog: NEWS.md
  • License: LICENSE

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README

          
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output: github_document

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# StructuralDecompose 

[![CRAN status](https://www.r-pkg.org/badges/version/StructuralDecompose)](https://CRAN.R-project.org/package=StructuralDecompose)

**Note:** Website documentation is still under construction.

**StructuralDecompose** is an algorithm suited to the decomposition of a time series into its component terms of trend, seasonality, and residuals. It is well suited to decompose a series in the presence of significant level shifts.

The algorithm outputs the decomposed trend, seasonality, residuals, as well as anomalies detected.

## Installation

The `StructuralDecompose` package is now available on CRAN.

You can install it like so:

| Type        | Source | Command                                                     |

|-------------|--------|-------------------------------------------------------------|

| Release     | CRAN   | `install.packages("StructuralDecompose")`                  |

| Development | GitHub | `devtools::install_github("StructuralDecompose/StructuralDecompose")` |

Once installed, load the package using:

```r

library(StructuralDecompose)

```