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

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The Elements of Statistical Learning: Data Mining, Inference, and Prediction, Second Edition - Hastie, Trevor, and Tibshirani, Robert, and Friedman, Jerome
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During the past decade there has been an explosion in computation and information technology. With it have come vast amounts of data in a variety of fields such as medicine, biology, finance, and marketing. The challenge of understanding these data has led to the development of new tools in the field of statistics, and spawned new areas such as data mining, machine learning, and bioinformatics. Many of these tools have common underpinnings but are often expressed with different terminology. This book describes the important ...

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The Elements of Statistical Learning: Data Mining, Inference, and Prediction, Second Edition 2009, Springer, New York, NY

ISBN-13: 9780387848570

2nd 2009, Corr

Hardcover

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