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.

Package details

AuthorTrambak Banerjee [aut, cre], Gourab Mukherjee [aut], Peter Radchenko [aut]
MaintainerTrambak Banerjee <[email protected]>
LicenseGPL (>= 2)
Version1.0.0
URL https://github.com/trambakbanerjee/fusionclust
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("fusionclust")

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fusionclust documentation built on May 2, 2019, 9:39 a.m.