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structuraldecompose

Univariate Trend Fitting Algorithm

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

Science Score: 26.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ○
    CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
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    .zenodo.json file
    Found .zenodo.json file
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    DOI references
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    Scientific vocabulary similarity
    Low similarity (9.4%) to scientific vocabulary

Keywords

decomposition timeseries-analysis
Last synced: 6 months ago · JSON representation

Repository

Univariate Trend Fitting Algorithm

Basic Info
Statistics
  • Stars: 1
  • Watchers: 2
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Topics
decomposition timeseries-analysis
Created over 3 years ago · Last pushed 8 months ago
Metadata Files
Readme Changelog License

README.Rmd 

---
output: github_document
---

# 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)
```

Owner

  • Login: Allen-1242
  • Kind: user

Data Scientist

GitHub Events

Total
  • Push event: 7
Last Year
  • Push event: 7

Issues and Pull Requests

Last synced: over 2 years ago

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  • Total issues: 0
  • Total pull requests: 0
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  • Total issue authors: 0
  • Total pull request authors: 0
  • Average comments per issue: 0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 0
  • Pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Issue authors: 0
  • Pull request authors: 0
  • Average comments per issue: 0
  • Average comments per pull request: 0
  • Merged pull requests: 0
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Packages

  • Total packages: 1
  • Total downloads:
    • cran 220 last-month
  • Total docker downloads: 21,613
  • Total dependent packages: 0
  • Total dependent repositories: 0
  • Total versions: 1
  • Total maintainers: 1
cran.r-project.org: StructuralDecompose

Decomposes a Level Shifted Time Series

  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 220 Last month
  • Docker Downloads: 21,613
Rankings
Forks count: 28.8%
Dependent packages count: 29.8%
Stargazers count: 35.2%
Dependent repos count: 35.5%
Average: 37.8%
Downloads: 60.0%
Maintainers (1)
allensunny1242@gmail.com
Last synced: 6 months ago

Dependencies

.github/workflows/pkgdown.yaml actions
  • JamesIves/github-pages-deploy-action v4.4.1 composite
  • actions/checkout v3 composite
  • r-lib/actions/setup-pandoc v2 composite
  • r-lib/actions/setup-r v2 composite
  • r-lib/actions/setup-r-dependencies v2 composite
DESCRIPTION cran
  • R >= 2.10 depends
  • changepoint * imports
  • segmented * imports
  • strucchange * imports
  • knitr * suggests
  • rmarkdown * suggests
  • testthat >= 3.0.0 suggests