In the realm of data analysis and machine learning, the abundance of information often comes hand in hand with the curse of high dimensionality. As datasets grow larger and more complex, the challenge ...

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This is a preview. Log in through your library . Abstract Two methods are given for the estimation of the dimensionality in canonical correlation analysis. One is based on Mallows's C p statistic in ...