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")

1.1.4 by Loic Yengo, 3 years ago


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


Authors: Loic Yengo , Mickael Canouil


Documentation:   PDF Manual  


GPL (>= 3) license


Imports Rcpp

Depends on parallel, methods, lasso2

Linking to Rcpp, RcppEigen


Suggested by CorReg.


See at CRAN