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Maximize Variance of Linear Combination of Matrix Columns

Let $A$ be a $k \times 1$ random vector, and $\mathbf{A}$ be a $n \times k$ matrix of observations. Letting $t \in \mathbb{R}^{k}$ be a vector of weights s.t. $||t||_2 = 1$, suppose we are interested ...
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