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fusionclust: Clustering and Feature Screening using L1 Fusion Penalty

Provides the Big Merge Tracker and COSCI algorithms for convex clustering and feature screening using L1 fusion penalty. See Radchenko, P. and Mukherjee, G. (2017) <doi:10.1111/rssb.12226> and T.Banerjee et al. (2017) <doi:10.1016/j.jmva.2017.08.001> for more details.

Version: 1.0.0
Depends: R (≥ 3.4.1)
Imports: bbmle, stats, graphics
Suggests: knitr, rmarkdown
Published: 2017-09-19
DOI: 10.32614/CRAN.package.fusionclust
Author: Trambak Banerjee [aut, cre], Gourab Mukherjee [aut], Peter Radchenko [aut]
Maintainer: Trambak Banerjee <trambakb at usc.edu>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
URL: https://github.com/trambakbanerjee/fusionclust
NeedsCompilation: no
Materials: NEWS
CRAN checks: fusionclust results

Documentation:

Reference manual: fusionclust.pdf
Vignettes: demo-fusionclust

Downloads:

Package source: fusionclust_1.0.0.tar.gz
Windows binaries: r-devel: fusionclust_1.0.0.zip, r-release: fusionclust_1.0.0.zip, r-oldrel: fusionclust_1.0.0.zip
macOS binaries: r-release (arm64): fusionclust_1.0.0.tgz, r-oldrel (arm64): fusionclust_1.0.0.tgz, r-release (x86_64): fusionclust_1.0.0.tgz, r-oldrel (x86_64): fusionclust_1.0.0.tgz

Linking:

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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.