Simultaneous Variables Clustering and Regression

Implements an empirical Bayes approach for simultaneous variable clustering and regression. This version also (re)implements in C++ an R script proposed by Howard Bondell that fits the Pairwise Absolute Clustering and Sparsity (PACS) methodology (see Sharma et al (2013) ).


Reference manual

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1.2.0 by Loic Yengo, 2 years ago

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Authors: Loic Yengo [aut, cre] , Mickaƫl Canouil [aut]

Documentation:   PDF Manual  

GPL-3 license

Imports Rcpp, graphics, methods, parallel, utils

Suggests covr, knitr, lasso2

Linking to Rcpp, RcppEigen

See at CRAN