Search Results - Hastie, Trevor

Trevor Hastie

Trevor John Hastie (born 27 June 1953) is an American statistician and computer scientist. He is currently serving as the John A. Overdeck Professor of Mathematical Sciences and Professor of Statistics at Stanford University. Hastie is known for his contributions to applied statistics, especially in the field of machine learning, data mining, and bioinformatics. He has authored several popular books in statistical learning, including ''The Elements of Statistical Learning: Data Mining, Inference, and Prediction''. Hastie has been listed as an ISI Highly Cited Author in Mathematics by the ISI Web of Knowledge. He also contributed to the development of S. Provided by Wikipedia
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  1. 1

    Statistical learning with sparsity : the lasso and generalizations / by Hastie, Trevor

    Published CRC Press, Taylor & Francis Group, 2015.
    Book
  2. 2

    The elements of statistical learning : data mining, inference, and prediction / by Hastie, Trevor

    Published Springer, 2009.
    Book