clere: 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) <DOI:10.1080/15533174.2012.707849>).

Package details

AuthorLoic Yengo [aut, cre], Mickaël Canouil [aut] (<https://orcid.org/0000-0002-3396-4549>)
MaintainerLoic Yengo <loic.yengo@gmail.com>
LicenseGPL-3
Version1.2.0
URL https://github.com/mcanouil/clere
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("clere")

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clere documentation built on Feb. 7, 2020, 1:06 a.m.