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>).
| Version: | 1.2.0 |
| Depends: | R (≥ 3.5.0) |
| Imports: | Rcpp (≥ 1.0.0), graphics, methods, parallel, utils |
| LinkingTo: | Rcpp, RcppEigen |
| Suggests: | covr (≥ 3.4.0), knitr (≥ 1.26), lasso2 (≥ 1.2.20) |
| Published: | 2020-02-06 |
| Author: | Loic Yengo [aut, cre],
Mickaël Canouil 
[aut] |
| Maintainer: | Loic Yengo <loic.yengo at gmail.com> |
| BugReports: | https://github.com/mcanouil/clere/issues |
| License: | GPL-3 |
| Copyright: | Loic Yengo |
| URL: | https://github.com/mcanouil/clere |
| NeedsCompilation: | yes |
| Citation: | clere citation info |
| Materials: | README NEWS |
| CRAN checks: | clere results |
Documentation:
| Reference manual: | clere.pdf |
| Vignettes: |
clere |
Downloads:
| Package source: | clere_1.2.0.tar.gz |
| Windows binaries: | r-devel: clere_1.2.0.zip, r-release: clere_1.2.0.zip, r-oldrel: clere_1.2.0.zip |
| macOS binaries: | r-release (arm64): clere_1.2.0.tgz, r-oldrel (arm64): clere_1.2.0.tgz, r-release (x86_64): clere_1.2.0.tgz, r-oldrel (x86_64): clere_1.2.0.tgz |
| Old sources: | clere archive |
Linking:
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