The Elements of Statistical Learning: Data Mining, Inference, and Prediction
“The Elements of Statistical Learning: Data Mining, Inference, and Prediction” is a comprehensive textbook on statistical learning and data mining, written by Trevor Hastie, Robert Tibshirani, and Jerome Friedman. The book is aimed at advanced undergraduate and graduate students in statistics, computer science, and related fields, as well as researchers and practitioners in industry. The
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