Principal Component Analysis (Springer Series in Statistics)

4.33 avg rating
( 9 ratings by Goodreads )
 
9780387954424: Principal Component Analysis (Springer Series in Statistics)

 The first edition of this book was the first comprehensive text written solely on principal component analysis. The second edition updates and substantially expands the original version, and is once again the definitive text on the subject. It includes core material, current research and a wide range of applications. Its length is nearly double that of the first edition.

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

About the Author:

I. T. Jolliffe is Professor of Statistics at the University of Aberdeen.

Review:

From the reviews of the second edition:

TECHNOMETRICS

"Bringing the 1E up to date has added more than 200 pages of additional text. Anyone seriously involved with the application of PCA will certainly want to purchase a copy...Seldom has such a wealth of material on a single topic in statistics appeared in one book...All that material has gotten a whole lot more comprehensive here in this new edition. Goodall (1988) also labeled the book ‘a good read.’ Now it may be a little heavy for that purpose, but it certainly is a fantastic reference book."

ISI SHORT BOOK REVIEWS

"This is the bible of principal component analysis (PCA). This second edition of the book is nearly twice the length of the first. [Short Book Reviews, Vol.6, p.45] New material includes discussion of ordination methods linked to PCA, including biplots, determining the number of components to retain, extended discussion of outlier detection, stability, and sensitivity, simplifying PCAs to aid interpretation, time series data, size/shape data, and nonlinear PCA, including the Gifi system and neural networks, and other topics. As can be seen from this, the book is not a narrow discussion of PCA, but links it effectively and in an illuminating way to a wide variety of other multivariate statistical tools.

Principal component analysis is the empirical manifestation of the eigen value-decomposition of a correlation or covariance matrix. The fact that a book of nearly 500 pages can be written on this, and noting the author's comment that 'it is certain that I have missed some topics, and my coverage of others will be too brief for the taste of some readers' drives home the extent to whch statistics exceeds mere mathematics.

This book is an invaluable reference work and I am pleased to have it on my shelves. My only regret is that I probably will not have time to read it from cover to cover with the attention it deserves."

JOURNAL OF CLASSIFICATION

"This revised edition presents much new information on methods developed since the 1986 edition. Some of these newer parts include the expanded discussion of ordination and scaling methods (e.g., biplots), selection of the number of components to retain, canonical correlation for comparing groups of variables, independent correlation analysis for non-normal data, and principal curves."

"This book is one of the very few texts entirely devoted to principal component analysis (PCA). The second edition is usefully expanded and updated from the first edition; thus it is very well worth considering this edition, even if one is familiar with the first. ... Very nice features are the carefully discussed links between PCA and related techniques ... . Throughout, numerous references to relevant literature are provided. This book will be useful as an introduction to PCA as well as a reference." (Marieke E. Timmerman, Journal of the American Statistical Association, 2004)

"This is another volume in the Springer Series in Statistics ... which has consistently produced books of high quality and generally advanced treatment of the topic. This revised edition presents much new information on methods developed since the 1986 edition, and these are well described ... ." (William Shannon, Journal of Classification, Vol. 21 (1), 2004)

"The first edition of this book (IE), published in 1986, was the first book devoted entirely to principal component analysis (PCA). ... Bringing the IE up to date has added more than 200 pages of additional text. Anyone seriously involved with the application of PCA will certainly want to purchase a copy. ... Seldom has such a wealth of material on a single topic in statistics appeared in one book. ... it certainly is a fantastic reference book." (Technometrics, Vol. 45 (3), 2003)

"This is the Bible of principle components analysis (PCA). This second edition of the book is nearly twice the length of the first. ... The book is an invaluable reference work and I am pleased to have it on my shelves." (D. J. Hand, Short Book Reviews, Issue 2, 2003)

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

Buy New View Book
List Price: US$ 229.00
US$ 189.66

Convert Currency

Shipping: FREE
From United Kingdom to U.S.A.

Destination, Rates & Speeds

Add to Basket

Top Search Results from the AbeBooks Marketplace

1.

Ian T. Jolliffe
Published by Springer-Verlag New York Inc., United States (2002)
ISBN 10: 0387954422 ISBN 13: 9780387954424
New Hardcover Quantity Available: 1
Seller:
The Book Depository
(London, United Kingdom)
Rating
[?]

Book Description Springer-Verlag New York Inc., United States, 2002. Hardback. Book Condition: New. 2nd ed. 2002. Language: English . Brand New Book. The first edition of this book was the first comprehensive text written solely on principal component analysis. The second edition updates and substantially expands the original version, and is once again the definitive text on the subject. It includes core material, current research and a wide range of applications. Its length is nearly double that of the first edition. Bookseller Inventory # LIB9780387954424

More Information About This Seller | Ask Bookseller a Question

Buy New
US$ 189.66
Convert Currency

Add to Basket

Shipping: FREE
From United Kingdom to U.S.A.
Destination, Rates & Speeds

2.

I.T. Jolliffe
Published by Springer New York 2002-10-01, New York |London (2002)
ISBN 10: 0387954422 ISBN 13: 9780387954424
New Hardcover Quantity Available: > 20
Seller:
Blackwell's
(Oxford, OX, United Kingdom)
Rating
[?]

Book Description Springer New York 2002-10-01, New York |London, 2002. hardback. Book Condition: New. Bookseller Inventory # 9780387954424

More Information About This Seller | Ask Bookseller a Question

Buy New
US$ 189.67
Convert Currency

Add to Basket

Shipping: US$ 7.91
From United Kingdom to U.S.A.
Destination, Rates & Speeds

3.

Ian T. Jolliffe
Published by Springer-Verlag New York Inc., United States (2002)
ISBN 10: 0387954422 ISBN 13: 9780387954424
New Hardcover Quantity Available: 1
Seller:
The Book Depository US
(London, United Kingdom)
Rating
[?]

Book Description Springer-Verlag New York Inc., United States, 2002. Hardback. Book Condition: New. 2nd ed. 2002. Language: English . Brand New Book. The first edition of this book was the first comprehensive text written solely on principal component analysis. The second edition updates and substantially expands the original version, and is once again the definitive text on the subject. It includes core material, current research and a wide range of applications. Its length is nearly double that of the first edition. Bookseller Inventory # LIB9780387954424

More Information About This Seller | Ask Bookseller a Question

Buy New
US$ 197.90
Convert Currency

Add to Basket

Shipping: FREE
From United Kingdom to U.S.A.
Destination, Rates & Speeds

4.

Jolliffe, I. T.
Published by Springer-Verlag New York Inc. (2002)
ISBN 10: 0387954422 ISBN 13: 9780387954424
New Quantity Available: > 20
Print on Demand
Seller:
Pbshop
(Wood Dale, IL, U.S.A.)
Rating
[?]

Book Description Springer-Verlag New York Inc., 2002. HRD. Book Condition: New. New Book.Shipped from US within 10 to 14 business days.THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000. Bookseller Inventory # IP-9780387954424

More Information About This Seller | Ask Bookseller a Question

Buy New
US$ 203.27
Convert Currency

Add to Basket

Shipping: US$ 3.99
Within U.S.A.
Destination, Rates & Speeds

5.

Jolliffe, I.T.
Published by Springer (2016)
ISBN 10: 0387954422 ISBN 13: 9780387954424
New Paperback Quantity Available: 1
Print on Demand
Seller:
Ria Christie Collections
(Uxbridge, United Kingdom)
Rating
[?]

Book Description Springer, 2016. Paperback. Book Condition: New. PRINT ON DEMAND Book; New; Publication Year 2016; Not Signed; Fast Shipping from the UK. No. book. Bookseller Inventory # ria9780387954424_lsuk

More Information About This Seller | Ask Bookseller a Question

Buy New
US$ 204.32
Convert Currency

Add to Basket

Shipping: US$ 5.10
From United Kingdom to U.S.A.
Destination, Rates & Speeds

6.

Ian T. Jolliffe
Published by Springer-Verlag New York Inc. (2002)
ISBN 10: 0387954422 ISBN 13: 9780387954424
New Quantity Available: > 20
Print on Demand
Seller:
Books2Anywhere
(Fairford, GLOS, United Kingdom)
Rating
[?]

Book Description Springer-Verlag New York Inc., 2002. HRD. Book Condition: New. New Book. Delivered from our US warehouse in 10 to 14 business days. THIS BOOK IS PRINTED ON DEMAND.Established seller since 2000. Bookseller Inventory # IP-9780387954424

More Information About This Seller | Ask Bookseller a Question

Buy New
US$ 209.51
Convert Currency

Add to Basket

Shipping: US$ 11.87
From United Kingdom to U.S.A.
Destination, Rates & Speeds

7.

I. T. Jolliffe
Published by Springer-Verlag Gmbh Okt 2002 (2002)
ISBN 10: 0387954422 ISBN 13: 9780387954424
New First Edition Quantity Available: 1
Seller:
Agrios-Buch
(Bergisch Gladbach, Germany)
Rating
[?]

Book Description Springer-Verlag Gmbh Okt 2002, 2002. Buch. Book Condition: Neu. Neuware - The first edition of this book was the first comprehensive text written solely on principal component analysis. The second edition updates and substantially expands the original version, and is once again the definitive text on the subject. It includes core material, current research and a wide range of applications. Its length is nearly double that of the first edition. 487 pp. Englisch. Bookseller Inventory # 9780387954424

More Information About This Seller | Ask Bookseller a Question

Buy New
US$ 205.80
Convert Currency

Add to Basket

Shipping: US$ 20.13
From Germany to U.S.A.
Destination, Rates & Speeds

8.

I. T. Jolliffe
Published by Springer-Verlag Gmbh Okt 2002 (2002)
ISBN 10: 0387954422 ISBN 13: 9780387954424
New Quantity Available: 1
Seller:
Rheinberg-Buch
(Bergisch Gladbach, Germany)
Rating
[?]

Book Description Springer-Verlag Gmbh Okt 2002, 2002. Buch. Book Condition: Neu. Neuware - The first edition of this book was the first comprehensive text written solely on principal component analysis. The second edition updates and substantially expands the original version, and is once again the definitive text on the subject. It includes core material, current research and a wide range of applications. Its length is nearly double that of the first edition. 487 pp. Englisch. Bookseller Inventory # 9780387954424

More Information About This Seller | Ask Bookseller a Question

Buy New
US$ 205.80
Convert Currency

Add to Basket

Shipping: US$ 20.13
From Germany to U.S.A.
Destination, Rates & Speeds

9.

I.T. JOLLIFFE
Published by Springer (2002)
ISBN 10: 0387954422 ISBN 13: 9780387954424
New Hardcover Quantity Available: 1
Seller:
Herb Tandree Philosophy Books
(Stroud, GLOS, United Kingdom)
Rating
[?]

Book Description Springer, 2002. Hardback. Book Condition: NEW. 9780387954424 This listing is a new book, a title currently in-print which we order directly and immediately from the publisher. Bookseller Inventory # HTANDREE0275941

More Information About This Seller | Ask Bookseller a Question

Buy New
US$ 216.70
Convert Currency

Add to Basket

Shipping: US$ 10.55
From United Kingdom to U.S.A.
Destination, Rates & Speeds

10.

I.T. Jolliffe
Published by Springer (2002)
ISBN 10: 0387954422 ISBN 13: 9780387954424
New Hardcover Quantity Available: 1
Seller:
Rating
[?]

Book Description Springer, 2002. Book Condition: New. Bookseller Inventory # L9780387954424

More Information About This Seller | Ask Bookseller a Question

Buy New
US$ 226.38
Convert Currency

Add to Basket

Shipping: US$ 3.51
From Germany to U.S.A.
Destination, Rates & Speeds

There are more copies of this book

View all search results for this book