Statistical Learning with Sparsity
The Lasso and Generalizations
Robert Tibshirani, Trevor Hastie, Martin Wainwright, et al.
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Beschreibung
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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