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

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

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Jul 21, 2016 · 英語 · ハードカバー (495 ページ)
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本の詳細

形式 ハードカバー
ページ数 495
言語 英語
公開されました Jul 21, 2016
出版社 Cambridge University Press
ISBN-10 1107149894
ISBN-13 9781107149892

説明

In this modern era of data explosion, two prominent figures, Bradley Efron and Trevor Hastie, delve into the evolving landscape of statistical methods tailored for the digital age. They explore the innovative algorithms and the art of statistical inference, shedding light on how these techniques have transformed the way researchers interpret and analyze large datasets. Through a blend of theory and application, the authors emphasize the increasing importance of evidence-based approaches in data science.

Efron and Hastie guide readers through the critical intersections of traditional statistics and contemporary computational tools, making complex concepts accessible to a broad audience. By addressing real-world challenges and providing practical insights, they prepare statisticians and data scientists alike to navigate the intricate relationship between data and inference in a rapidly advancing technological world.

ジャンル

科学&技術

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