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) ).


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install.packages("clere")

1.2.0 by Loic Yengo, a year ago


https://github.com/mcanouil/clere


Report a bug at https://github.com/mcanouil/clere/issues


Browse source code at https://github.com/cran/clere


Authors: Loic Yengo [aut, cre] , Mickaël 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