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The Elements of Statistical Learning: Data Mining, Inference, and Prediction

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The Elements of Statistical Learning: Data Mining, Inference, and Prediction - Hastie, Trevor, and Friedman, Jerome, and Tibshirani, Robert
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This book describes the important ideas 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 color graphics. It should be a valuable resource for statisticians and anyone interested in data mining in science or industry.

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The Elements of Statistical Learning: Data Mining, Inference, and Prediction 2003, Springer, New York, NY

ISBN-13: 9780387952840

Hardcover