Linear Models: An Integrated Approach: 6 (Series On Multivariate Analysis) - Hardcover

Jammalamadaka, S Rao; Sengupta, Debasis

Hardcover

ISBN 10: 9810245920 ISBN 13: 9789810245924

Publisher: World Scientific Publishing Co Pte Ltd, 2003

Synopsis

Linear Models: An Integrated Approach aims to provide a clear and deep understanding of the general linear model using simple statistical ideas. Elegant geometric arguments are also invoked as needed and a review of vector spaces and matrices is provided to make the treatment self-contained. Complex, matrix-algebraic methods, such as those used in the rank-deficient case, are replaced by statistical proofs that are more transparent and that show the parallels with the simple linear model.This book has the following special features:

About this title

Review

"The broad scope of linear model topics covered by the book has a very well-written and unified presentation.?

Synopsis

This text aims to provide a clear and deep understanding of the general linear model using simple statistical ideas. Elegant geometric arguments are also invoked as needed and a review of vector spaces and matrices is provided to make the treatment self-contained. Complex, matrix-algebraic methods, such as those used in the rank-deficient case, are replaced by statistical proofs that are more transparent and that show the parallels with the simple linear model.

Edition details

• Publisher: World Scientific Publishing Co Pte Ltd
• Publication date: 2003
• Language: English
• ISBN 10: 9810245920
• ISBN 13: 9789810245924
• Binding: Hardcover
• Number of pages: 644