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Venn diagram of the relationship between density models. The two circles represent the linearly transformed factorial densities as assumed by the ICA methods, and elliptically symmetric densities (ESDs). The intersection of these two classes is the set of all Gaussian densities. The factorial densities form a subset of the linearly transformed factorial densities and the spherically symmetric densities form a subset of the ESDs.
