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 <[email protected]>
LicenseApache License (== 2.0)
Version1.0.2
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 Oct. 17, 2018, 5:04 p.m.