By: Trevor Hastie, Robert Tibshirani, Jerome Friedman

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

During the past decade there has been an explosion in computation and information technology. With it has 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

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