Linear Models: An Integrated Approach
Sreenivasa Rao Jammalamadaka, Debasis Sengupta
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.
种类:
年:
2003
出版:
1st
出版社:
World Scientific Pub Co Inc
语言:
english
页:
644
ISBN 10:
9810245920
ISBN 13:
9789810245924
文件:
DJVU, 8.48 MB
IPFS:
,
english, 2003