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Gram Matrix Positive Semi-Definiteness

Easy · Market Microstructure · Quant Trader interview question · linear-algebra, gram-matrix, positive-semi-definite

Let $A\in\mathbb{R}^{m\times n}$ be any real data matrix; its entries may represent observations or feature exposures. Which statement is always true about the Gram matrix $A^T A$?