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Книги Trevor Hastie

Trevor Hastie - автор 2 книг. Из известных произведений можно выделить: An Introduction to Statistical Learning: with Applications in R (Springer Texts in Statistics), Computer Age Statistical Inference: Algorithms, Evidence, and Data Science. Все книги можно читать онлайн и бесплатно скачивать на нашем портале.

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An Introduction to Statistical Learning: with Applications in R (Springer Texts in Statistics)
An Introduction to Statistical Learning: with Applications in R (Springer Texts in Statistics)

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. This book presents some of the most important modeling and prediction techniques, along with relevant a...

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Computer Age Statistical Inference: Algorithms, Evidence, and Data Science
Computer Age Statistical Inference: Algorithms, Evidence, and Data Science

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. How did we get here? And where are we going? This book takes us on an exhilarating jour...