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Moore-Penrose Pseudoinverse Example
The set of equations, , $5x_1 + 7x_2 = 19, and \11x_1 + 13x_2 = 23AA = \begin{bmatrix} 1 & 3 5 & 7 11 & 13 \end{bmatrix}A^\dagger = (A^TA)^{-1}A^TA^\dagger = \begin{bmatrix} -0.5197 & -0.2171 & 0.2368 0.4276 & 0.2039 & -0.1316 \end{bmatrix}\vec{x} = A^\dagger\vec{y}\begin{bmatrix} -0.5197 & -0.2171 & 0.2368 0.4276 & 0.2039 & -0.1316 \end{bmatrix}\begin{bmatrix} 17 19 23 \end{bmatrix} =\begin{bmatrix} -7.51 8.12 \end{bmatrix}x_1 \approx -7.51x_2 \approx 8.12$.
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Updated 2021-05-20
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Data Science