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Boeken van Trevor Hastie

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
Bradley University Bradley Efron Trevor University Trevor Hastie
Computer Age Statistical Inference
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The twenty-first century has seen a breathtaking expansion of statistical methodology, both in scope and in influence. 'Big data', 'data science', and 'machine learning' have become familiar terms in the news, as statistical methods are brought to bear upon the enormous data sets of modern science and commerce. 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
Bradley Efron Trevor Hastie
Computer Age Statistical Inference, Student Edition
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The twenty-first century has seen a breathtaking expansion of statistical methodology, both in scope and influence. 'Data science' and 'machine learning' have become familiar terms in the news, as statistical methods are brought to bear upon the enormous data sets of modern science and commerce. 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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