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An introduction to statistical learning : with applications in R / Gareth James, Daniela Witten, Trevor Hastie, Robert Tibshirani. - xvi, 426 pages : illustrations (some color) ; 24 cm.

Includes index.

Statical learning - Resamplig methods - Liner model selection and regularization -Moving beyond linearity - Tree-based methods - Support vector machines - Unsupervised learning

ISBN: 9781461471370 (acidfree paper)

Subjects--Topical Terms:
Mathematical statistics.
Mathematical models.
Mathematical statistics
Mathematical models
R (Computer program language)
Statistics.

Dewey Class. No.: 519.5 / I619