Statistical Learning with Sparsity

Released on by Trevor Hastie
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  • Statistical Learning with Sparsity Book Detail

  • Author : Trevor Hastie
  • Release Date : 2015-05-07
  • Publisher : CRC Press
  • Genre : Business & Economics
  • Pages : 354
  • ISBN 13 : 1498712177
  • File Size : 39,39 MB
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Statistical Learning with Sparsity by Trevor Hastie PDF Summary

Book Description: 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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