Statistical Methods: The Geometric Approach (Springer Texts in Statistics) - Hardcover

Saville, David J.; Wood, Graham R.

Hardcover

ISBN 10: 0387975179 ISBN 13: 9780387975177

Publisher: Springer, 1991

Synopsis

This book is a novel exposition of the traditional workhorses of statistics: analysis of variance and regression. The key feature is that these tools are viewed in their natural mathematical setting, the geometry of finite dimensions. The Authors To introduce ourselves, Dave Saville is a practicing statistician working in agricultural research; Graham Wood is a university lecturer involved in the teaching of statistical methods. Each of us has worked for sixteen years in our current field. Features of the Book People like pictures. One picture can present a set of ideas at a glance, while a series of pictures, each building on the last, can unify a wealth of ideas. Such a series we present in this text by means of a systematic geometric approach to the presentation of the theory of basic statistical methods. This approach fills the void between the traditional extremes of the "cookbook" approach and the "matrix algebra" approach, providing an elementary but at the same time rigorous view of the subject. It combines the virtues of the traditional methods, while avoiding their vices.

About this title

Synopsis

This book presents a novel exposition of the subjects of analysis of variance and regression. The key feature is that these tools are viewed in their natural mathematical setting, the geometry of finite dimensions. Geometry clarifies the basic statistics and unifies the many aspects of analysis of variance and regression.

Edition details

• Publisher: Springer
• Publication date: 1991
• Language: English
• ISBN 10: 0387975179
• ISBN 13: 9780387975177
• Binding: Hardcover
• Number of pages: 576