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ridgetorus
View on CRAN: Click
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Download and install ridgetorus package within the R console
Install from CRAN:
install.packages("ridgetorus")
Install from Github:
library("remotes")
install_github("cran/ridgetorus")
Install by package version:
library("remotes")
install_version("ridgetorus", "1.0.2")
Attach the package and use:
library("ridgetorus")
Maintained by
Eduardo García-Portugués
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-12-23
Latest Update: 2023-08-27
Description:
Implementation of a Principal Component Analysis (PCA) in the
torus via density ridge estimation. The main function, ridge_pca(), obtains
the relevant density ridge for bivariate sine von Mises and bivariate
wrapped Cauchy distribution models and provides the associated scores and
variance decomposition. Auxiliary functions for evaluating, fitting, and
sampling these models are also provided. The package provides replicability
to Garc
How to cite:
Eduardo García-Portugués (2022). ridgetorus: PCA on the Torus via Density Ridges. R package version 1.0.2, https://cran.r-project.org/web/packages/ridgetorus. Accessed 03 Dec. 2024.
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Other R packages that ridgetorus depends,
imports, suggests or enhances
Complete documentation for ridgetorus
Functions, R codes and Examples using
the ridgetorus R package
Some associated functions: biv_lrt . bvm . bwc . bwn . earthquakes . frechet . ridge_curve . ridge_distr . ridge_fourier_fit . ridge_pca . ridge_scores . ridgetorus-package . santabarbara . show_ridge_pca . torus_dist . torus_pairs . wind .
Some associated R codes: BWC.R . BWN.R . BvM.R . Frechet.R . RcppExports.R . data.R . lrt.R . plots.R . ridge-curve.R . ridge-fourier.R . ridge-pca.R . ridge-scores.R . ridges-distr.R . ridgetorus-package.R . Full ridgetorus package functions and examples
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