Science Score: 13.0%
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Low similarity (10.1%) to scientific vocabulary
Repository
Seasonal-Trend Decomposition using Loess (STL) in R
Basic Info
- Host: GitHub
- Owner: hafen
- License: other
- Language: R
- Default Branch: master
- Size: 64.5 KB
Statistics
- Stars: 66
- Watchers: 12
- Forks: 13
- Open Issues: 7
- Releases: 0
Metadata Files
README.md
stlplus
This package contains enhancements to the Seasonal Trend Decomposition using Loess (STL) implementation that comes with base R, stl().
Here are some of the added features over stl():
- Can handle NA values
- Higher order loess smoothing (more than just local constant and linear)
- Automated parameter choices for local quadratic
- Frequency component smoothing beyond seasonal and trend
- Plot methods for diagnostics
For (very) experimental inference, prediction, and variance reduction at endpoints, see the operator package.
References
- Cleveland, R. B., Cleveland, W. S., McRae, J. E., & Terpenning, I. (1990). STL: A seasonal-trend decomposition procedure based on loess. Journal of Official Statistics, 6(1), 3-73.
- Hafen, R. P. "Local regression models: Advancements, applications, and new methods." (2010).
Installation
CRAN:
s
install.packages("stlplus")
Github:
s
devtools::install_github("hafen/stlplus")
License
This software is released under the BSD license. Please read the license document.
Owner
- Name: Ryan Hafen
- Login: hafen
- Kind: user
- Location: WA, USA
- Website: ryanhafen.com
- Twitter: hafenstats
- Repositories: 114
- Profile: https://github.com/hafen
GitHub Events
Total
- Issues event: 1
- Watch event: 4
- Fork event: 1
Last Year
- Issues event: 1
- Watch event: 4
- Fork event: 1
Issues and Pull Requests
Last synced: about 1 year ago
All Time
- Total issues: 12
- Total pull requests: 0
- Average time to close issues: 3 months
- Average time to close pull requests: N/A
- Total issue authors: 10
- Total pull request authors: 0
- Average comments per issue: 1.42
- Average comments per pull request: 0
- Merged pull requests: 0
- Bot issues: 0
- Bot pull requests: 0
Past Year
- Issues: 2
- Pull requests: 0
- Average time to close issues: N/A
- Average time to close pull requests: N/A
- Issue authors: 1
- Pull request authors: 0
- Average comments per issue: 0.0
- Average comments per pull request: 0
- Merged pull requests: 0
- Bot issues: 0
- Bot pull requests: 0
Top Authors
Issue Authors
- M-Harrington (2)
- Pythagoras19 (1)
- bnkakey (1)
- jsacerot (1)
- marchezinixd (1)
- ruananswer (1)
- Neverstop7 (1)
- lutzvdb (1)
- charleswg (1)
- hafen (1)
Pull Request Authors
Top Labels
Issue Labels
Pull Request Labels
Packages
- Total packages: 1
-
Total downloads:
- cran 2,189 last-month
- Total docker downloads: 21,777
- Total dependent packages: 5
- Total dependent repositories: 6
- Total versions: 1
- Total maintainers: 1
cran.r-project.org: stlplus
Enhanced Seasonal Decomposition of Time Series by Loess
- Homepage: https://github.com/hafen/stlplus
- Documentation: http://cran.r-project.org/web/packages/stlplus/stlplus.pdf
- License: BSD_3_clause + file LICENSE
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Latest release: 0.5.1
published over 10 years ago
Rankings
Maintainers (1)
Dependencies
- Rcpp * imports
- lattice * imports
- stats * imports
- yaImpute * imports
- testthat * suggests