Package: stlplus 0.5.1

stlplus: Enhanced Seasonal Decomposition of Time Series by Loess

Decompose a time series into seasonal, trend, and remainder components using an implementation of Seasonal Decomposition of Time Series by Loess (STL) that provides several enhancements over the STL method in the stats package. These enhancements include handling missing values, providing higher order (quadratic) loess smoothing with automated parameter choices, frequency component smoothing beyond the seasonal and trend components, and some basic plot methods for diagnostics.

Authors:Ryan Hafen [aut, cre]

stlplus_0.5.1.tar.gz
stlplus_0.5.1.zip(r-4.7)stlplus_0.5.1.zip(r-4.6)stlplus_0.5.1.zip(r-4.5)
stlplus_0.5.1.tgz(r-4.6-x86_64)stlplus_0.5.1.tgz(r-4.6-arm64)stlplus_0.5.1.tgz(r-4.5-x86_64)stlplus_0.5.1.tgz(r-4.5-arm64)
stlplus_0.5.1.tar.gz(r-4.7-arm64)stlplus_0.5.1.tar.gz(r-4.7-x86_64)stlplus_0.5.1.tar.gz(r-4.6-arm64)stlplus_0.5.1.tar.gz(r-4.6-x86_64)
stlplus_0.5.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
stlplus/json (API)

# Install 'stlplus' in R:

install.packages('stlplus', repos = c('https://hafen.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/hafen/stlplus/issues

Uses libs:

c++– GNU Standard C++ Library v3

On CRAN:

cpp

7.09 score 64 stars 4 packages 83 scripts 1.3k downloads 3 mentions 10 exports 3 dependencies

Last updated from:2cf6b24f69. Checks:13 OK. Indexed: yes.

Target	Result	Time
linux-devel-arm64	OK	728
linux-devel-x86_64	OK	120
source / vignettes	OK	162
linux-release-arm64	OK	145
linux-release-x86_64	OK	126
macos-release-arm64	OK	150
macos-release-x86_64	OK	341
macos-oldrel-arm64	OK	144
macos-oldrel-x86_64	OK	304
windows-devel	OK	119
windows-release	OK	97
windows-oldrel	OK	115
wasm-release	OK	96

Exports:fc getraw plot_cycle plot_rembycycle plot_seasonal plot_trend remainder seasonal stlplus trend

Dependencies:lattice Rcpp yaImpute

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Cycle-Subseries Plot for an stlplus Object	plot_cycle
Plot of Remainder Component by Cycle-Subseries	plot_rembycycle
Seasonal Diagnostic Plot for an stlplus Object	plot_seasonal
Trend Diagnostic Plot for an stlplus Object	plot_trend
Lattice plot of the raw, seasonal, trend, and remainder components	plot.stlplus
Accessor functions for elements of an stl and stlplus object	fc fitted.stl fitted.stlplus getraw predict.stl predict.stlplus remainder remainder.stl remainder.stlplus seasonal seasonal.stl seasonal.stlplus time.stl time.stlplus trend trend.stl trend.stlplus
Seasonal Decomposition of Time Series by Loess	stlplus stlplus.ts stlplus.zoo