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The Elements Of Statistical Learning


Author by : Trevor Hastie
Languange Used : en
Release Date : 2013-11-11
Publisher by : Springer Science & Business Media



Description : During the past decade there has been an explosion in computation and information technology. With it have come vast amounts of data in a variety of fields such as medicine, biology, finance, and mark...



An Introduction To Statistical Learning


Author by : Gareth James
Languange Used : en
Release Date : 2013-06-24
Publisher by : Springer Science & Business Media



Description : An Introduction to Statistical Learning provides an accessible overview of the field of statistical learning, an essential toolset for making sense of the vast and complex data sets that have emerged ...



The Elements Of Statistical Learning


Author by : Trevor Hastie
Languange Used : en
Release Date : 2009-08-26
Publisher by : Springer Science & Business Media



Description : This book describes the important ideas in a variety of fields such as medicine, biology, finance, and marketing in a common conceptual framework. While the approach is statistical, the emphasis is on...



Statistical Learning With Sparsity


Author by : Trevor Hastie
Languange Used : en
Release Date : 2015-05-07
Publisher by : CRC Press



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