An Introduction To Statistical Learning
by Gareth James, Daniela Witten, Trevor Hastie, Robert Tibshirani
An Introduction to Statistical Learning provides an accessible overview of the field of statistical learning, an essential toolset for making sense of the vast and complex data sets that have emerged in fields ranging from biology to finance to marketing to astrophysics in the past twenty years. This book presents some of the most important modeling and prediction techniques, along with relevant applications. Topics include linear regression, classification, resampling methods, shrinkage approaches, tree-based methods, support vector machines, clustering, and more. Color graphics and real-world examples are used to illustrate the methods presented. Since the goal of this textbook is to facilitate the use of these statistical learning techniques by practitioners in science, industry, and other fields, each chapter contains a tutorial on implementing the analyses and methods presented in R, an extremely popular open source statistical software platform.Two of the authors co-wrote The Elements of Statistical Learning (Hastie, Tibshirani and Friedman, 2nd edition 2009), a popular reference book for statistics and machine learning researchers. An Introduction to Statistical Learning covers many of the same topics, but at a level accessible to a much broader audience. This book is targeted at statisticians and non-statisticians alike who wish to use cutting-edge statistical learning techniques to analyze their data. The text assumes only a previous course in linear regression and no knowledge of matrix algebra (from publishers website).
Reviews
Review this book!
Available Copies
An Introduction to Statistical Learning: with Applications in R (Springer Texts in Statistics)
by James, Gareth; Witten, Daniela; Hastie, Trevor; Tibshirani, Robert
- Condition
- Used - Good
- Edition
- 1st ed. 2013, Corr. 7th printing
- Published
- 2017-08-31
- Binding
- Hardcover
- ISBN
- 9781461471370
- Quantity Available
- 1
- Seller
-
Huntsville, Alabama, USA
- Item Price
-
$24.99
Show Details
Description:
Springer, 2017-08-31. 1st ed. 2013, Corr. 7th printing. hardcover. Good. 100x13x148. Above average condition! Affordable option that will get you through the class! Item Price
$24.99
An Introduction to Statistical Learning: with Applications in R (Springer Texts in Statistics)
by James, Gareth; Witten, Daniela; Hastie, Trevor; Tibshirani, Robert
- Condition
- Used - Acceptable
- Edition
- 1st ed. 2013, Corr. 7th printing
- Published
- 2017-08-31
- Binding
- Hardcover
- ISBN
- 9781461471370
- Quantity Available
- 1
- Seller
-
Huntsville, Alabama, USA
- Item Price
-
$24.99
Show Details
Description:
Springer, 2017-08-31. 1st ed. 2013, Corr. 7th printing. hardcover. Acceptable. 9x7x0. This book has light binding damage. Affordable option that will get you through the class! Item Price
$24.99
An Introduction to Statistical Learning: with Applications in R (Springer Texts in Statistics)
by James, Gareth; Witten, Daniela; Hastie, Trevor; Tibshirani, Robert
- Condition
- Used - Very Good
- Edition
- 1st ed. 2013, Corr. 7th printing 2017
- ISBN
- 9781461471370
- Quantity Available
- 1
- Seller
-
Philadelphia, Pennsylvania, USA
- Item Price
-
$26.65
Show Details
Description:
Springer. 1st ed. 2013, Corr. 7th printing 2017. Very Good. Very Good. Ship within 24hrs. Satisfaction 100% guaranteed. APO/FPO addresses supported Item Price
$26.65
An Introduction to Statistical Learning: with Applications in R (Springer Texts in Statistics)
by James, Gareth, Witten, Daniela, Hastie, Trevor, Tibshirani, Robert
- Condition
- Used - Very Good
- Edition
- 2nd ed. 2021
- ISBN
- 9781071614174
- Quantity Available
- 1
- Seller
-
Philadelphia, Pennsylvania, USA
- Item Price
-
$44.66
Show Details
Description:
Springer. 2nd ed. 2021. Very Good. Very Good. Ship within 24hrs. Satisfaction 100% guaranteed. APO/FPO addresses supported Item Price
$44.66
An Introduction to Statistical Learning: with Applications in R (Springer Texts in Statistics)
by James, Gareth; Witten, Daniela; Hastie, Trevor; Tibshirani, Robert
- Condition
- Used - Very Good
- Edition
- 1st ed. 2013, Corr. 7th printing
- Published
- 2013-06-25
- Binding
- Hardcover
- ISBN
- 9781461471370
- Quantity Available
- 1
- Seller
-
Arcata, California, USA
- Item Price
-
$40.00
Show Details
Description:
Springer, 2013-06-25. 1st ed. 2013, Corr. 7th printing. Hardcover. Very Good. 9x6x0. Very good condition. Exterior has light signs of use. Sticker on back cover, Small sharpie line on top of text block. Well-bound, unmarked copy. Item Price
$40.00
An Introduction to Statistical Learning: with Applications in R (Springer Texts in Statistics)
by James, Gareth; Witten, Daniela; Hastie, Trevor; Tibshirani, Robert
- Condition
- Used - Acceptable
- Edition
- 1st ed. 2013, Corr. 7th printing 2017
- ISBN
- 9781461471370
- Quantity Available
- 1
- Seller
-
Philadelphia, Pennsylvania, USA
- Item Price
-
$22.93
Show Details
Description:
Springer. 1st ed. 2013, Corr. 7th printing 2017. Acceptable. Acceptable. Ship within 24hrs. Satisfaction 100% guaranteed. APO/FPO addresses supported Item Price
$22.93
An Introduction to Statistical Learning: with Applications in R (Springer Texts in Statistics)
by Tibshirani, Robert,Hastie, Trevor,Witten, Daniela,James, Gareth
- Condition
- Used - Acceptable
- Published
- 2013-06-25
- Binding
- Hardcover
- ISBN
- 9781461471370
- Quantity Available
- 1
- Seller
-
Seattle, Washington, USA
- Item Price
-
$16.57
Show Details
Description:
Springer, 2013-06-25. Hardcover. Acceptable. 0.9400 9.2900 6.2200. Hardcover. Highlighting throughout text. One page is unbound and laid in at the proper spot. A useful reading copy. Item Price
$16.57
An Introduction to Statistical Learning : With Applications in R
by Trevor Hastie; Gareth James; Daniela Witten; Robert Tibshirani
- Condition
- Used - Good
- Published
- 2017
- Binding
- Hardcover
- ISBN
- 9781461471370
- Quantity Available
- 1
- Seller
-
Seattle, Washington, USA
- Item Price
-
$16.60
Show Details
Description:
Springer, 2017. Hardcover. Good. Disclaimer:A copy that has been read, but remains in clean condition. All pages are intact, and the cover is intact. The spine may show signs of wear. Pages can include limited notes and highlighting, and the copy can include previous owner inscriptions. At ThriftBooks, our motto is: Read More, Spend Less.Dust jacket quality… Read more about this item Item Price
$16.60
An Introduction to Statistical Learning : With Applications in R
by Trevor Hastie; Daniela Witten; Gareth James; Robert Tibshirani
- Condition
- Used - Very Good
- Published
- 2017
- Binding
- Hardcover
- ISBN
- 9781461471370
- Quantity Available
- 1
- Seller
-
Seattle, Washington, USA
- Item Price
-
$16.81
Show Details
Description:
Springer New York, 2017. Hardcover. Very Good. Disclaimer:Former library book; May have limited writing in cover pages. Pages are unmarked. ~ ThriftBooks: Read More, Spend Less.Dust jacket quality is not guaranteed. Item Price
$16.81
An Introduction to Statistical Learning : With Applications in R
by Trevor Hastie; Daniela Witten; Gareth James; Robert Tibshirani
- Condition
- Used - Very Good
- Published
- 2017
- Binding
- Hardcover
- ISBN
- 9781461471370
- Quantity Available
- 1
- Seller
-
Seattle, Washington, USA
- Item Price
-
$16.81
Show Details
Description:
Springer New York, 2017. Hardcover. Very Good. May have limited writing in cover pages. Pages are unmarked. ~ ThriftBooks: Read More, Spend Less.Dust jacket quality is not guaranteed. Item Price
$16.81
An Introduction to Statistical Learning: with Applications in R (Springer Texts in Statistics)
by James, Gareth; Witten, Daniela; Hastie, Trevor; Tibshirani, Robert
- Condition
- Used - Very Good
- Edition
- 1st ed. 2013, Corr. 7th printing
- Published
- 2017-08-31
- Binding
- Hardcover
- ISBN
- 9781461471370
- Quantity Available
- 1
- Seller
-
Apollo Beach, Florida, USA
- Item Price
-
$24.64
Show Details
Description:
Springer, 2017-08-31. 1st ed. 2013, Corr. 7th printing. hardcover. Very Good. 6x0x9. Ships Out Tomorrow! Item Price
$24.64
An Introduction to Statistical Learning: with Applications in R
by Daniela Witten, Trevor Hastie, Robert Tibshirani Gareth James
- Condition
- BRAND NEW
- Published
- 2013-08
- Binding
- HARDBACK
- ISBN
- 9781461471370
- Quantity Available
- 1
- Seller
-
Grand Rapids, Michigan, USA
- Item Price
-
$149.99
Show Details
Description:
NEW Item Price
$149.99
An Introduction to Statistical Learning: with Applications in R (Springer Texts in Statistics)
by James, Gareth
- Condition
- New
- ISBN
- 9781071614204
- Quantity Available
- 1
- Seller
-
Victoria, British Columbia, CAN
- Item Price
-
$87.74
Show Details
Description:
Springer. New. Special order direct from the distributor Item Price
$87.74
An Introduction to Statistical Learning: with Applications in R (Springer Texts in Statistics)
by James, Gareth; Witten, Daniela; Hastie, Trevor; Tibshirani, Robert
- Condition
- Used - Good
- Published
- 2013-06-25
- Binding
- Hardcover
- ISBN
- 9781461471370
- Quantity Available
- 1
- Seller
-
Franklin Lakes, New Jersey, USA
- Item Price
-
$64.30
Show Details
Description:
Springer, 2013-06-25. Hardcover. Good. Textbook, May Have Highlights, Notes and/or Underlining, BOOK ONLY-NO ACCESS CODE, NO CD, Ships with Emailed Tracking Item Price
$64.30
An Introduction to Statistical Learning: with Applications in R (Springer Texts in Statistics)
by Gareth James, Daniela Witten, Trevor Hastie, Robert Tibshirani
- Condition
- Used - Fair Condition
- Edition
- [ Edition: Reprint ]
- ISBN
- 9781461471370
- Quantity Available
- 1
- Seller
-
Blacksburg, Virginia, USA
- Item Price
-
$48.00
Show Details
Description:
[ Edition: Reprint ]. Fair Condition. [ No Hassle 30 Day Returns ][ Ships Daily ] [ Underlining/Highlighting: NONE ] [ Writing: NONE ] Binding was fixed after separation Publisher: Springer Pub Date: 8/12/2013 Binding: Hardcover Pages: 430 Item Price
$48.00
An Introduction to Statistical Learning: with Applications in R (Springer Texts in Statistics)
by Gareth James, Daniela Witten, Trevor Hastie, Robert Tibshirani
- Condition
- Used - Good Condition
- Edition
- [ Edition: Reprint ]
- ISBN
- 9781461471370
- Quantity Available
- 1
- Seller
-
Blacksburg, Virginia, USA
- Item Price
-
$61.67
Show Details
Description:
[ Edition: Reprint ]. Good Condition. [ No Hassle 30 Day Returns ][ Ships Daily ] [ Underlining/Highlighting: NONE ] [ Writing: NONE ] Publisher: Springer Pub Date: 8/12/2013 Binding: Hardcover Pages: 430 Item Price
$61.67
An Introduction to Statistical Learning: with Applications in R (Springer Texts in Statistics)
by James, Gareth
- Condition
- New
- ISBN
- 9781071614174
- Quantity Available
- 1
- Seller
-
Victoria, British Columbia, CAN
- Item Price
-
$134.99
Show Details
Description:
Springer. New. Special order direct from the distributor Item Price
$134.99
An Introduction to Statistical Learning: with Applications in R (Springer Texts in Statistics)
by Gareth James, Daniela Witten, Trevor Hastie, Robert Tibshirani
- Condition
- Used - Good Condition
- Edition
- [ Edition: Reprint ]
- ISBN
- 9781461471370
- Quantity Available
- 1
- Seller
-
Blacksburg, Virginia, USA
- Item Price
-
$44.26
Show Details
Description:
[ Edition: Reprint ]. Good Condition. [ No Hassle 30 Day Returns ][ Ships Daily ] [ Underlining/Highlighting: NONE ] [ Writing: NONE ] Publisher: Springer Pub Date: 8/12/2013 Binding: Binder Pages: 430 Item Price
$44.26
An Introduction to Statistical Learning: With Applications in R
by James, Gareth/ Witten, Daniela/ Hastie, Trevor/ Tibshirani, Robert
- Condition
- New
- Published
- 2021
- Binding
- Hardcover
- ISBN
- 9781071614174
- Quantity Available
- 1
- Seller
-
Exeter, Devon, GBR
- Item Price
-
$95.00
Show Details
Description:
Springer Nature, 2021. Hardcover. New. 2nd edition. 622 pages. 9.25x6.10x1.22 inches. Item Price
$95.00
An Introduction to Statistical Learning: With Applications in R
by James, Gareth/ Witten, Daniela/ Hastie, Trevor/ Tibshirani, Robert
- Condition
- New
- Published
- 2021
- Binding
- Hardcover
- ISBN
- 9781071614174
- Quantity Available
- 1
- Seller
-
Exeter, Devon, GBR
- Item Price
-
$140.72
Show Details
Description:
Springer Nature, 2021. Hardcover. New. 2nd edition. 622 pages. 9.25x6.10x1.22 inches. Item Price
$140.72