Thresher-package: What the package does (short line) Threshing and Reaping for...

Description Details Author(s) References See Also

Description

The Thresher package 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.

Details

Package: Thresher
Type: Package
Version: 1.0
Date: 2014-11-20
License: What license is it under?
Depends: methods

Standard usage is to apply the Thresher function to a data set in order to estimate the princiapl component dimension and identifty outliers. You then apply the Reaper function to actually remove the outliers and asssign the remaining objects to clusters.

Author(s)

Kevin R. Coombes and Min Wang

Maintainer: <[email protected]>

References

Submitted to some jounral.

See Also

PCDimension


Thresher documentation built on May 31, 2017, 2:07 a.m.