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Thresher (version 1.1.3)

Threshing and Reaping for Principal Components

Description

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, .

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Install

install.packages('Thresher')

Monthly Downloads

446

Version

1.1.3

License

Apache License (== 2.0)

Maintainer

Kevin Coombes

Last Published

December 17th, 2019

Functions in Thresher (1.1.3)

Reaper-class

Class "Reaper"

generics

Generic Methods in the Thresher package

Thresher-data

Thresher and Reaper Simulated Data

unitize

Convert a Vector to Unit Length

SimThresher-class

Class "SimThresher"

Match Arbitrary Class Assignments Across Methods

Thresher class unions

Class Unions