
The Shape of Space
Graham Nerlich
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Principles and Practice
by Stephen Roberts, Richard Everson
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Independent Components Analysis (ICA) is an important tool for modeling and understanding empirical data sets. Belonging to the class of general linear models, it is a method of separating out independent sources from linearly mixed data. ICA provides a better decomposition than other well-known models such as principal component analysis.
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