This text provides an account of the theory and applications of linear models. The book can be used as a text for courses in statistics at the graduate level as well as an accompanying text for other courses in which linear models play a part. The authors present a unified theory of inference from linear models with minimal assumptions, not only through least squares theory, but also using alternative methods of estimation and testing based on convex loss functions and general estimating equations.
- ISBN10 6610010692
- ISBN13 9786610010691
- Publish Date 1 January 1999 (first published 31 December 1995)
- Publish Status Active
- Out of Print 9 February 2012
- Publish Country US
- Imprint Springer
- Format eBook
- Pages 444
- Language English