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Modern instrumentation allows the easy accumulation of high-quality bilinear data matrices. The new algorithm of Evolving Factor Analysis makes full use of all information contained directly in the data. Essentially perfect deconvolution, yielding the concentrations and absorption spectra of all species, becomes possible on a completely model-free basis.
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Gampp et al. (1987) studied this question.
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