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Addressing the problem of detecting the number of source signals as selecting the hidden dimensionality of Factor Analysis (FA) model, we investigate several model selection criteria via a new empirical analyzing tool that examines the joint effect of signal-noise ratio (SNR) and sample size N on the model selection performance. The contours of the model selection accuracies visualize a three-region...
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