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The Elements of Statistical Learning Data Mining, Inference, and Prediction  Cover Image E-book E-book

The Elements of Statistical Learning Data Mining, Inference, and Prediction

Hastie, Trevor. (author.). Tibshirani, Robert. (author.). Friedman, Jerome. (author.). SpringerLink (Online service) (Added Author).

Record details

  • ISBN: 9780387848587
  • Physical Description: electronic
    electronic resource
    access
    remote
    XXII, 745 p. 282 illus. online resource.
  • Edition: Second Edition.
  • Publisher: New York, NY : Springer New York : Imprint: Springer, 2009.
Subject: Statistics
Data mining
Artificial intelligence
Bioinformatics
Biology Data processing
Mathematical statistics
Statistics
Statistical Theory and Methods
Data Mining and Knowledge Discovery
Computational Biology/Bioinformatics
Artificial Intelligence (incl. Robotics)
Computer Appl. in Life Sciences
Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences

Electronic resources


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1001 . ‡aHastie, Trevor. ‡eauthor.
24514. ‡aThe Elements of Statistical Learning ‡h[electronic resource] : ‡bData Mining, Inference, and Prediction / ‡cby Trevor Hastie, Robert Tibshirani, Jerome Friedman.
250 . ‡aSecond Edition.
264 1. ‡aNew York, NY : ‡bSpringer New York : ‡bImprint: Springer, ‡c2009.
300 . ‡aXXII, 745 p. 282 illus. ‡bonline resource.
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650 0. ‡aStatistics.
650 0. ‡aData mining.
650 0. ‡aArtificial intelligence.
650 0. ‡aBioinformatics.
650 0. ‡aBiology ‡xData processing.
650 0. ‡aMathematical statistics.
65014. ‡aStatistics.
65024. ‡aStatistical Theory and Methods.
65024. ‡aData Mining and Knowledge Discovery.
65024. ‡aComputational Biology/Bioinformatics.
65024. ‡aArtificial Intelligence (incl. Robotics).
65024. ‡aComputer Appl. in Life Sciences.
65024. ‡aStatistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences.
7001 . ‡aTibshirani, Robert. ‡eauthor.
7001 . ‡aFriedman, Jerome. ‡eauthor.
7102 . ‡aSpringerLink (Online service)
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830 0. ‡aSpringer Series in Statistics, ‡x0172-7397
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950 . ‡aMathematics and Statistics (Springer-11649)
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