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Suppose $ X$ is the original matrix of $ n$ columns, and $ P$ is the $ n \times n$ correlation matrix of $ X$ . $ P$ is symmetric positive semi-definite. Denote the largest eigenvalue of $ P$ is $ \lambda$ , then we must have $ \frac{\lambda}{n} \in [0,1]$ and it is calledRead more