The Elements of Statistical Learning: Data Mining, Inference, and Prediction by Trevor Hastie, Jerome Friedman, Robert Tibshirani (Hardback, 2009)

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During the past decade there has been an explosion in computation and information technology. While the approach is statistical, the emphasis is on concepts rather than mathematics. Many examples are given, with a liberal use of color graphics.