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Thresher (version 1.1.6)

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

507

Version

1.1.6

License

Apache License (== 2.0)

Maintainer

Kevin Coombes

Last Published

September 25th, 2026

Functions in Thresher (1.1.6)

Thresher-data

Thresher and Reaper Simulated Data
unitize

Convert a Vector to Unit Length
SimThresher-class

Class "SimThresher"
generics

Generic Methods in the Thresher package
SignalSet-class

Class "SignalSet"
Thresher class unions

Class Unions
Reaper-class

Class "Reaper"
matchLabels

Match Arbitrary Class Assignments Across Methods
Thresher-class

Class "Thresher"