Providing a wide-ranging introduction to the use of linear models in analyzing data, this text presents a vector space and projections approach to the subject. The topics covered include ANOVA, estimation, hypothesis testing, multiple comparison, regression analysis, and experimental design. Also covered are: testing for lack of fit; models with singular covariance matrices; variance component estimation; best linear prediction; colinearity; and variable selection.
- ISBN10 0387964878
- ISBN13 9780387964874
- Publish Date 31 January 1987
- Publish Status Out of Print
- Out of Print 31 July 2009
- Publish Country US
- Imprint Springer-Verlag New York Inc.
- Format Hardcover
- Pages 380
- Language English