A First Course in Multivariate Statistics

Bernard Flury

ISBN 10: 1441931139 / ISBN 13: 9781441931139

Editore: Springer New York, Springer US, 2010

Riguardo questo articolo

Druck auf Anfrage Neuware - Printed after ordering - My goal in writing this book has been to provide teachers and students of multi variate statistics with a unified treatment ofboth theoretical and practical aspects of this fascinating area. The text is designed for a broad readership, including advanced undergraduate students and graduate students in statistics, graduate students in bi ology, anthropology, life sciences, and other areas, and postgraduate students. The style of this book reflects my beliefthat the common distinction between multivariate statistical theory and multivariate methods is artificial and should be abandoned. I hope that readers who are mostly interested in practical applications will find the theory accessible and interesting. Similarly I hope to show to more mathematically interested students that multivariate statistical modelling is much more than applying formulas to data sets. The text covers mostly parametric models, but gives brief introductions to computer-intensive methods such as the bootstrap and randomization tests as well. The selection of material reflects my own preferences and views. My principle in writing this text has been to restrict the presentation to relatively few topics, but cover these in detail. This should allow the student to study an area deeply enough to feel comfortable with it, and to start reading more advanced books or articles on the same topic.

Codice articolo 9781441931139

Dati bibliografici

• Titolo: A First Course in Multivariate Statistics
• Editore: Springer New York, Springer US
• Data di pubblicazione: 2010
• Lingua: Inglese
• ISBN 10: 1441931139
• ISBN 13: 9781441931139
• Rilegatura: Taschenbuch
• Condizione: Neu
• Dimensioni: 254 L x 203 A x 40 P (millimetri) 254 millimetri di larghezza per 203 millimetri di altezza per 40 millimetri di profondità
• Peso: 1541 grammi

Descrizione articolo

Riassunto

This graduate textbook will serve as a reference in multivariate analysis for students and researchers from a large number of areas. The book integrates statistical theory and practice, and includes the analysis of several large real-data sets.

Recensione

 

From a review:

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

"... is actually a very unique book that differs considerably from other multivariate texts. Flury should be applauded for his intention and effort to produce a new type of multivariate book that is neither a comprehensive theoretical treatise nor an encyclopedic methods cookbook. ... it is a welcome addition to the multivariate statistics literature. This is a well-written book with vivid and lively discussions."