Items related to The Elements of Statistical Learning: Data Mining,...

The Elements of Statistical Learning: Data Mining, Inference and Prediction (Springer Series in Statistics) - Hardcover

 
9780387952840: The Elements of Statistical Learning: Data Mining, Inference and Prediction (Springer Series in Statistics)

Synopsis

During the past decade there has been an explosion in computation and information technology. With it have come vast amounts of data in a variety of fields such as medicine, biology, finance, and marketing. The challenge of understanding these data has led to the development of new tools in the field of statistics, and spawned new areas such as data mining, machine learning, and bioinformatics. Many of these tools have common underpinnings but are often expressed with different terminology. This book describes the important ideas in these areas in a common conceptual framework. While the approach is statistical, the emphasis is on concepts rather than mathematics. Many examples are given, with a liberal use of color graphics. It should be a valuable resource for statisticians and anyone interested in data mining in science or industry.The book's coverage is broad, from supervised learning (prediction) to unsupervised learning. The many topics include neural networks, support vector machines, classification trees and boosting - the first comprehensive treatment of this topic in any book. This major new edition features many topics not covered in the original, including graphical models, random forests, ensemble methods, least angle regression and path algorithms for the lasso, non-negative matrix factorization, and spectral clustering.There is also a chapter on methods for 'wide' data (p bigger than n), including multiple testing and false discovery rates. Trevor Hastie, Robert Tibshirani, and Jerome Friedman are professors of statistics at Stanford University. They are prominent researchers in this area: Hastie and Tibshirani developed generalized additive models and wrote a popular book of that title. Hastie co-developed much of the statistical modeling software and environment in R/S-PLUS and invented principal curves and surfaces. Tibshirani proposed the lasso and is co-author of the very successful "An Introduction to the Bootstrap". Friedman is the co-inventor of many data-mining tools including CART, MARS, projection pursuit and gradient boosting.

"synopsis" may belong to another edition of this title.

About the Author

Trevor Hastie, Robert Tibshirani, and Jerome Friedman are professors of statistics at Stanford University and prominent researchers in this area. Hastie and Tibshirani developed generalized additive models and wrote a popular book of that title. Hastie wrote much of the statistical modeling software in S-PLUS and invented principal curves and surfaces. Tibshirani proposed the Lasso and is co-author of the very successful An Introduction to the Bootstrap. Friedman is the co-inventor of many data-mining tools including CART, MARS, and projection pursuit.

"About this title" may belong to another edition of this title.

Buy Used

Condition: Very Good
VERY GOOD hardcover, no marks in...
View this item

£ 10.02 shipping from Canada to United Kingdom

Destination, rates & speeds

Buy New

View this item

£ 22.26 shipping from U.S.A. to United Kingdom

Destination, rates & speeds

Search results for The Elements of Statistical Learning: Data Mining,...

Stock Image

Hastie, Trevor; Tibshirani, Robert; Friedman, Jerome
Published by Springer, 2003
ISBN 10: 0387952845 ISBN 13: 9780387952840
Used Hardcover

Seller: Book Dispensary, Concord, ON, Canada

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Hardcover. Condition: Very Good. VERY GOOD hardcover, no marks in text; a clean, gently used copy. Book. Seller Inventory # 151919

Contact seller

Buy Used

£ 15.28
Convert currency
Shipping: £ 10.02
From Canada to United Kingdom
Destination, rates & speeds

Quantity: 1 available

Add to basket

Stock Image

Hastie, Trevor, Tibshirani, Robert, Friedman, Jerome
Published by Springer, 2003
ISBN 10: 0387952845 ISBN 13: 9780387952840
Used Hardcover

Seller: Better World Books, Mishawaka, IN, U.S.A.

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Condition: Good. Used book that is in clean, average condition without any missing pages. Seller Inventory # 5495706-6

Contact seller

Buy Used

£ 26.55
Convert currency
Shipping: £ 7.46
From U.S.A. to United Kingdom
Destination, rates & speeds

Quantity: 1 available

Add to basket

Stock Image

Hastie, Trevor
Published by Springer-Verlag, 2003
ISBN 10: 0387952845 ISBN 13: 9780387952840
Used Hardcover

Seller: Anybook.com, Lincoln, United Kingdom

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Condition: Fair. This is an ex-library book and may have the usual library/used-book markings inside.This book has hardback covers. In fair condition, suitable as a study copy. Please note the Image in this listing is a stock photo and may not match the covers of the actual item,1150grams, ISBN:9780387952840. Seller Inventory # 5559651

Contact seller

Buy Used

£ 30.45
Convert currency
Shipping: £ 4.48
Within United Kingdom
Destination, rates & speeds

Quantity: 1 available

Add to basket

Seller Image

Hastie, Trevor & Tibshirani, Robert J. & Friedman, Jerome
Published by Springer, 2002
ISBN 10: 0387952845 ISBN 13: 9780387952840
Used Hardcover

Seller: Stella & Rose's Books, PBFA, Tintern, MON, United Kingdom

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Hardback. Condition: Very Good. No Jacket. 2002. Very good condition with no wrapper. Springer Series in Statistics. Data mininbg, machine learning, and bioinformatics. This book describes the important ideas in these areas in a common conceptual framework. While the approach is statistical, the emphasis is on concepts rather than mathematics. Many examples are given with a liberal use of color graphics. Matt yellow and brown boards. xvi and 533 pages including index. 2nd printing. Boards lightly scuffed and marked. Text block a little grubby. Name in ink to top edge of front endpaper. Contents clean. Packaged with care and promptly dispatched! Seller Inventory # 1830310

Contact seller

Buy Used

£ 36.75
Convert currency
Shipping: £ 5.45
Within United Kingdom
Destination, rates & speeds

Quantity: 1 available

Add to basket

Seller Image

Hastie, Trevor J.:
Published by New York, Springer, 2009
ISBN 10: 0387952845 ISBN 13: 9780387952840
Used Hardcover

Seller: Antiquariat Bookfarm, Löbnitz, Germany

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Hardcover. 2nd. ed. XVI, 533 p. Ex-library with stamp and library-signature. GOOD condition, some traces of use. Ehem. Bibliotheksexemplar mit Signatur und Stempel. GUTER Zustand, ein paar Gebrauchsspuren. C-05394 9780387952840 Sprache: Englisch Gewicht in Gramm: 1150. Seller Inventory # 2491647

Contact seller

Buy Used

£ 27.91
Convert currency
Shipping: £ 15.68
From Germany to United Kingdom
Destination, rates & speeds

Quantity: 1 available

Add to basket

Stock Image

Hastie, Trevor; Tibshirani, Robert; Friedman, Jerome
Published by Springer, 2003
ISBN 10: 0387952845 ISBN 13: 9780387952840
Used Hardcover

Seller: Broad Street Books, Branchville, NJ, U.S.A.

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

hardcover. Condition: As New. Book is in excellent condition, text is unmarked and pages are tight. Seller Inventory # 68346

Contact seller

Buy Used

£ 19.07
Convert currency
Shipping: £ 37.06
From U.S.A. to United Kingdom
Destination, rates & speeds

Quantity: 1 available

Add to basket

Stock Image

Hastie, Trevor
Published by Springer, 2003
ISBN 10: 0387952845 ISBN 13: 9780387952840
New Hardcover

Seller: Toscana Books, AUSTIN, TX, U.S.A.

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Hardcover. Condition: new. Excellent Condition.Excels in customer satisfaction, prompt replies, and quality checks. Seller Inventory # Scanned0387952845

Contact seller

Buy New

£ 42.18
Convert currency
Shipping: £ 22.26
From U.S.A. to United Kingdom
Destination, rates & speeds

Quantity: 1 available

Add to basket

Stock Image

Hastie, Trevor; Tibshirani, Robert; Friedman, Jerome
Published by Springer, New York
ISBN 10: 0387952845 ISBN 13: 9780387952840
Used Hardcover First Edition

Seller: Alien Bindings, BALTIMORE, MD, U.S.A.

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Hardcover. Condition: Poor. No Jacket. First Edition. Hardcover edition in Poor condition. 5th printing. The bottom center of the covers are show heavy wear exposing the boards. Corners are bumped. Spine ends crushed. The binding is in good shape but the book is slightly rolled backwards. Small abrasion to the front flyleaf. The interior pages are heavily creased at the front edge. Feel free to contact me for pictures. The book will be carefully packaged for shipment for protection from the elements. USPS electronic tracking number issued free of charge. Seller Inventory # 15217

Contact seller

Buy Used

£ 41.99
Convert currency
Shipping: £ 31.90
From U.S.A. to United Kingdom
Destination, rates & speeds

Quantity: 1 available

Add to basket

Stock Image

The Elements of Statistical Learning: Data Mining, Inference, and Prediction Hastie
Published by Springer, 2003
ISBN 10: 0387952845 ISBN 13: 9780387952840
New Hardcover

Seller: Aragon Books Canada, OTTAWA, ON, Canada

Seller rating 3 out of 5 stars 3-star rating, Learn more about seller ratings

Condition: New. Seller Inventory # RCBV--142

Contact seller

Buy New

£ 135.26
Convert currency
Shipping: £ 38.58
From Canada to United Kingdom
Destination, rates & speeds

Quantity: 1 available

Add to basket

Stock Image

Hastie, Trevor
Published by Springer, 2003
ISBN 10: 0387952845 ISBN 13: 9780387952840
Used Hardcover

Seller: World of Books (was SecondSale), Montgomery, IL, U.S.A.

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Condition: Good. Item in good condition. Textbooks may not include supplemental items i.e. CDs, access codes etc. Seller Inventory # 00093241708

Contact seller

Buy Used

£ 190.68
Convert currency
Shipping: £ 25.97
From U.S.A. to United Kingdom
Destination, rates & speeds

Quantity: 1 available

Add to basket