The elements of statistical learning : data mining, inference, and prediction /

This book describes the important ideas in a variety of fields such as medicine, biology, finance, and marketing in a common conceptual framework. While the approach is statistical, the emphasis is on concepts rather than mathematics. Many examples are given, with a liberal use of colour graphics. I...

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Bibliographic Details
Main Author: Hastie, Trevor.
Other Authors: Tibshirani, Robert., Friedman, J. H.
Format: Textbook
Language:English
Vietnamese
Published: New York, NY : Springer, 2017.
Edition:2nd ed.
Series:Springer series in statistics,
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