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RSC (version 1.2)

Robust and Sparse Correlation Matrix

Description

Performs robust and sparse correlation matrix estimation. Robustness is achieved based on a simple robust pairwise correlation estimator, while sparsity is obtained based on thresholding. The optimal thresholding is tuned via cross-validation. See Serra, Coretto, Fratello and Tagliaferri (2018) .

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Version

Install

install.packages('RSC')

Monthly Downloads

232

Version

1.2

License

GPL (>= 2)

Maintainer

Luca Coraggio

Last Published

July 24th, 2020

Functions in RSC (1.2)

rsc

Robust and Sparse Correlation Matrix Estimator
rmad

RMAD correlation matrix
plot.rsc_cv

Plot method for rsc_cv objects
rsc_cv

Optimal threshold selection for the RSC estimator