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010 a| 2008941148;

020 a| 9780387848570 (hardcover : alk. paper);

020 a| 9780387848587 (electronic);

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100 1 a| Hastie, Trevor.=| ^A313058;

245 14 a| The elements of statistical learningh| [electronic resource] :b| data mining, inference, and prediction /c| Trevor Hastie, Robert Tibshirani, Jerome Friedman.;

250 a| 2nd ed.;

260 a| New York, NY :b| Springer,;

300 a| xxii, 745 p. :b| ill. (some col.) ;c| 25 cm.;

490 0 a| Springer series in statistics,x| 0172-7397;

504 a| Includes bibliographical references (p. [699]-727) and indexes.;

506 a| Available only to authorized users.;

538 a| Mode of access: World Wide Web;

650 0 a| Machine learning.=| ^A145211;

650 0 a| Statisticsx| Methodology.=| ^A1018274;

650 0 a| Data mining.=| ^A408868;

650 0 a| Bioinformatics.=| ^A493304;

650 0 a| Inference.=| ^A14254;

650 0 a| Forecasting.=| ^A3841;

650 0 a| Computational intelligence.=| ^A374447;

655 0 a| Electronic books.=| ^A491897;

700 1 a| Tibshirani, Robert.=| ^A329964;

700 1 a| Friedman, J. H.q| (Jerome H.)=| ^A364345;

856 40 z| Full text available from Springer Nature - Springer Mathematics and Statistics eBooks 2009 English Internationalu| https://go.openathens.net/redirector/ecu.edu?url=https%3A%2F%2Flink.springer.com%2F10.1007%2F978-0-387-84858-7;

856 40 z| Full text available from Springer Booksu| https://go.openathens.net/redirector/ecu.edu?url=https%3A%2F%2Flink.springer.com%2F10.1007%2F978-0-387-84858-7;

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The elements of statistical learning data mining, inference, and prediction / Trevor Hastie, Robert Tibshirani, Jerome Friedman.

Author/creator	Hastie, Trevor
Other author	Tibshirani, Robert.
Other author	Friedman, J. H. (Jerome H.)
Format	Electronic
Edition	2nd ed.
Publication Info	New York, NY : Springer,
Description	xxii, 745 p. : ill. (some col.) ; 25 cm.
Supplemental Content	Full text available from Springer Nature - Springer Mathematics and Statistics eBooks 2009 English International
Supplemental Content	Full text available from Springer Books
Subjects	Machine learning. Statistics--Methodology. Data mining. Bioinformatics. Inference. Forecasting. Computational intelligence.

Series	Springer series in statistics, 0172-7397
Bibliography note	Includes bibliographical references (p. [699]-727) and indexes.
Access restriction	Available only to authorized users.
Technical details	Mode of access: World Wide Web
Genre/form	Electronic books.
LCCN	2008941148
ISBN	9780387848570 (hardcover : alk. paper)
ISBN	9780387848587 (electronic)

Availability

Library	Location	Call Number	Status	Item Actions
	Electronic Resources	Online Content Full text available from Springer Nature - Springer Mathematics and Statistics eBooks 2009 English International Full text available from Springer Nature - Springer Mathematics and Statistics eBooks 2009 English International	✔ Available

The elements of statistical learning data mining, inference, and prediction / Trevor Hastie, Robert Tibshirani, Jerome Friedman.

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