Hastie, Trevor-

The elements of statistical learning data mining, inference, and prediction / [electronic resource] : by Jerome Friedman, Robert Tibshirani, Trevor Hastie. - 2nd ed. - New York, NY : Springer-Verlag New York, 2009. - xxii, 745 p. : ill., digital ; 24 cm. - Springer series in statistics, 0172-7397 .

9780387848587 (electronic bk.)


Supervised learning (Machine learning)
Statistical Theory and Methods.
Statistics.
Statistics for Engineering, Physics, Computer Science, Chemistry & Geosciences.
Computer Appl. in Life Sciences.
Artificial Intelligence (incl. Robotics)
Computational Biology/Bioinformatics.
Data Mining and Knowledge Discovery.

Q325.75 / .H37 2009

006.31