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The method of Lagrange multipliers finds critical points (including maxima and minima) of a differentiable function subject to differentiable constraints.

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The proof of equivalent formulas of ridge regression

I have read the most popular books in statistical learning 1- The elements of statistical learning. 2- An introduction to statistical learning. Both mention that ridge regression has two formulas …
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