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The Efficient Frontier from a LASSO Solver

Schmelzer, Thomas
arXiv (All) · Papers
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In a recent paper, Schmelzer and Hastie argue that Markowitz's Critical Line Algorithm and the LASSO path trace the same curve. Here we use that identity to compute efficient frontiers with a stock LASSO solver, \texttt{lars\_path} from \texttt{scikit-learn}. It handles long--short portfolios under
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