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Thresher (version 1.1.5)

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

1.1.5

License

Apache License (== 2.0)

Maintainer

Kevin Coombes

Last Published

April 7th, 2025

Functions in Thresher (1.1.5)

generics

Generic Methods in the Thresher package
Thresher class unions

Class Unions
SimThresher-class

Class "SimThresher"
Thresher-data

Thresher and Reaper Simulated Data
matchLabels

Match Arbitrary Class Assignments Across Methods
Reaper-class

Class "Reaper"
Thresher-class

Class "Thresher"
unitize

Convert a Vector to Unit Length
SignalSet-class

Class "SignalSet"