Elements of Statistical Learning Data Mining, Inference, and Prediction
Elements of Statistical Learning Data Mining, Inference, and Prediction offers a broad introduction to the relationship between statistics, data mining, inference, and prediction. Written by Trevor Hastie, it provides a focused reference for readers exploring the foundations and applications of statistical learning.
About This Book
Elements of Statistical Learning Data Mining, Inference, and Prediction introduces a subject spanning statistical methods, data analysis, and predictive reasoning.
The book’s title highlights three closely related areas: discovering patterns in data, drawing conclusions from information, and making predictions.
It is attributed to Trevor Hastie and is suited to readers looking for a general reference on statistical learning.
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