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FRCC (version 1.1.0)

Fast Regularized Canonical Correlation Analysis

Description

Contains the core functions associated with Fast Regularized Canonical Correlation Analysis. Please see the following for details: Raul Cruz-Cano, Mei-Ling Ting Lee, Fast regularized canonical correlation analysis, Computational Statistics & Data Analysis, Volume 70, 2014, Pages 88-100, ISSN 0167-9473 .

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Version

Install

install.packages('FRCC')

Monthly Downloads

161

Version

1.1.0

License

GPL (>= 2)

Maintainer

Raul Cruz-Cano

Last Published

October 29th, 2022

Functions in FRCC (1.1.0)

plot_variables

Plot variables in the Canonical Factor Loadings Space
plot_units

Plots the experimental units in the Canonical Variates Space
generate_multivariate_normal_sample

It generates a sample from a multivariate normal distribution function
off.diagonal.lambda

Calculates the value of the shrinkage coefficient for the off-diagonal matrices
frcc

This function implements the Fast Regularized Canonical Correlation Analysis
custom.draw.circle

Draws a circle
microRNA

Example data sets
rearrange.frcc

Rearranges the canonical structure according to the canonical correlations