Robert Tibshirani
- Auteur
Boeken van Robert Tibshirani
Gareth James
Daniela Witten
Trevor Hastie
Robert Tibshirani
Jonathan Taylor
An Introduction to Statistical Learning
This book presents some of the most important modeling and prediction techniques, along with relevant applications.
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Trevor Hastie
Robert Tibshirani
Jerome Friedman
Elements of Statistical Learning
This major new edition features many topics not covered in the original, including graphical models, random forests, and ensemble methods. As before, it covers the conceptual framework for statistical data in our rapidly expanding computerized world.
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Trevor (Stanford University, California, USA) Hastie
Trevor Hastie
Robert (Stanford University, California, USA) Tibshirani
Robert Tibshirani
Martin (Department of Statistics, University of California, Berkeley) Wainwright
Martin Wainwright
Statistical Learning with Sparsity
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 than a dense model. Meer
A 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. Meer
Carl N. Morris
Robert Tibshirani
The Science of Bradley Efron
Nature didn’t design human beings to be statisticians, and in fact our minds are more naturally attuned to spotting the saber-toothed tiger than seeing the jungle he springs from.
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