Thresher: Threshing and Reaping for Principal Components

Defines the classes used to identify outliers (threshing) and compute the number of significant principal components and number of clusters (reaping) in a joint application of PCA and hierarchical clustering. See Wang et al., 2018, <doi:10.1186/s12859-017-1998-9>.

Getting started

Package details

AuthorKevin R. Coombes
Bioconductor views Clustering
MaintainerKevin R. Coombes <krc@silicovore.com>
LicenseApache License (== 2.0)
Version1.1.4
URL http://oompa.r-forge.r-project.org/
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("Thresher")

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Thresher documentation built on May 29, 2024, 1:32 a.m.