Amazon.com: Statistical Learning with Sparsity: The Lasso and Generalizations (Chapman & Hall/CRC Monographs on Statistics and Applied Probability) (9781498712163): Trevor Hastie, Robert Tibshirani, Martin Wainwright: Gateway
The authors study and analyze methods using the sparsity property of some statistical models in order to recover the underlying signal in a dataset. They focus on the Lasso technique as an alternative to the standard least-squares method.
Jul-27-2019, 15:55:23 GMT