Principal Component Analysis

I T Jolliffe

ISBN 10: 0387954422 / ISBN 13: 9780387954424

Editore: Springer New York Okt 2002, 2002

Neuware - Principal component analysis is central to the study of multivariate data. Although one of the earliest multivariate techniques, it continues to be the subject of much research, ranging from new model-based approaches to algorithmic ideas from neural networks. It is extremely versatile, with applications in many disciplines. 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. Researchers in statistics, or in other fields that use principal component analysis, will find that the book gives an authoritative yet accessible account of the subject. It is also a valuable resource for graduate courses in multivariate analysis. The book requires some knowledge of matrix algebra. Ian Jolliffe is Professor of Statistics at the University of Aberdeen. He is author or co-author of over 60 research papers and three other books. His research interests are broad, but aspects of principal component analysis have fascinated him and kept him busy for over 30 years. Codice articolo 9780387954424

Riassunto:

 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.

Informazioni sull'autore: I. T. Jolliffe is Professor of Statistics at the University of Aberdeen.

Dati bibliografici

Titolo: Principal Component Analysis
Casa editrice: Springer New York Okt 2002
Data di pubblicazione: 2002
Legatura: Buch
Condizione: Neu
Edizione: seconda edizione