ENGLISH

Linear Models: An Integrated Approach

By Sreenivasa Rao Jammalamadaka , Debasis Sengupta

Book information

Publisher
World Scientific Pub Co Inc
Year
2003
ISBN
9810245920, 9789810245924
LCC
QA279 .S46 2003
Open Library ID
OL3438694M
Language
english
Format
DJVU
Filesize
8 MB (8886725 bytes)
Edition
1st
Pages
644\644
DPI
600
Orientation
portrait
Paginated
no
Scanned
yes
Time added
2012-03-19 17:18:43

Description

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.

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