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Boeken van Robert Tibshirani

Gareth James Daniela Witten Trevor Hastie Robert Tibshirani
An Introduction to Statistical Learning
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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 in fields ranging from biology to finance to marketing to astrophysics in the past twenty years. Meer
Trevor Hastie Robert Tibshirani Jerome Friedman
Elements of Statistical Learning
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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. Meer
Carl N. Morris Robert Tibshirani
The Science of Bradley Efron
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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. Meer
Trevor Hastie Robert Tibshirani Martin Wainwright
Statistical Learning with Sparsity
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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

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