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Statistical Learning with Sparsity : The Lasso and Generalizations, PDF eBook

Statistical Learning with Sparsity : The Lasso and Generalizations PDF

Part of the Chapman & Hall/CRC Monographs on Statistics and Applied Probability series

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Discover New Methods for Dealing with High-Dimensional DataA sparse statistical model has only a small number of nonzero parameters or weights; therefore, it is much easier to estimate and interpret than a dense model.

Statistical Learning with Sparsity: The Lasso and Generalizations presents methods that exploit sparsity to help recover the underl

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