Package: sr 0.1.0

Wayne Haythorn

sr: Smooth Regression - The Gamma Test and Tools

Finds causal connections in precision data, finds lags and embeddings in time series, guides training of neural networks and other smooth models, evaluates their performance, gives a mathematically grounded answer to the over-training problem. Smooth regression is based on the Gamma test, which measures smoothness in a multivariate relationship. Causal relations are smooth, noise is not. 'sr' includes the Gamma test and search techniques that use it. References: Evans & Jones (2002) <doi:10.1098/rspa.2002.1010>, AJ Jones (2004) <doi:10.1007/s10287-003-0006-1>.

Authors:Wayne Haythorn [aut, cre], Antonia Jones [aut], Sam Kemp [ctb]

sr_0.1.0.tar.gz
sr_0.1.0.zip(r-4.5)sr_0.1.0.zip(r-4.4)sr_0.1.0.zip(r-4.3)
sr_0.1.0.tgz(r-4.5-any)sr_0.1.0.tgz(r-4.4-any)sr_0.1.0.tgz(r-4.3-any)
sr_0.1.0.tar.gz(r-4.5-noble)sr_0.1.0.tar.gz(r-4.4-noble)
sr_0.1.0.tgz(r-4.4-emscripten)sr_0.1.0.tgz(r-4.3-emscripten)
sr.pdf |sr.html
sr/json (API)
NEWS

# Install 'sr' in R:
install.packages('sr', repos = c('https://haythorn.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/haythorn/sr/issues

Datasets:
  • henon_x - Henon Map
  • mgls - Mackey-Glass time delayed differential equation

On CRAN:

Conda:

3.70 score 9 scripts 156 downloads 9 exports 58 dependencies

Last updated 2 years agofrom:4aaaf353c7. Checks:9 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 19 2025
R-4.5-winOKMar 19 2025
R-4.5-macOKMar 19 2025
R-4.5-linuxOKMar 19 2025
R-4.4-winOKMar 19 2025
R-4.4-macOKMar 19 2025
R-4.4-linuxOKMar 19 2025
R-4.3-winOKMar 19 2025
R-4.3-macOKMar 19 2025

Exports:fe_searchgamma_histogramgamma_testget_Mlistincreasing_searchint_to_intMaskmask_histogrammoving_window_searchselect_by_mask

Dependencies:base64encbriocallrclicolorspacecpp11crayondescdiffobjdigestdplyrevaluatefansifarverfastmapfsgenericsggplot2gluegtablehmshtmltoolsisobandjsonlitelabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmepillarpkgbuildpkgconfigpkgloadpraiseprettyunitsprocessxprogresspsR6RANNRColorBrewerrlangrprojrootscalestestthattibbletidyselectutf8vctrsvdiffrviridisLitewaldowithrxml2

Smooth Regression with the Gamma Test

Rendered fromtime_series.Rmdusingknitr::rmarkdownon Mar 19 2025.

Last update: 2023-03-10
Started: 2023-02-27