Author | : Trevor Hastie |
File Size | : 54,7 Mb |
Publisher | : CRC Press |
Language | : English |
Release Date | : 07 May 2015 |
ISBN | : 9781498712170 |
Pages | : 354 pages |
Statistical Learning with Sparsity by Trevor Hastie Book PDF Summary
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