Tools for Exploring Multivariate Data: The Package ICS

Tools for Exploring Multivariate Data: The Package ICS

Invariant coordinate selection (ICS) has recently been introduced as a method for exploring multivariate data. It includes as a special case a method for recovering the unmixing matrix in independent components analysis (ICA). It also serves as a basis for classes of multivariate nonparametric tests...

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Bibliographic Details
Main Authors: Klaus Nordhausen, Hannu Oja, David E. Tyler
Format: Article
Language:English
Published: Foundation for Open Access Statistics 2008-09-01
Series:Journal of Statistical Software
Subjects:
clustering
discriminant analysis
independent components analysis
invariant coordinate
R
transformation-retransformation method
Online Access:http://www.jstatsoft.org/v28/i06/paper

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