Concise, mathematically clear, and comprehensive treatment of the subject. Expanded coverage of diagnostics and methods of model fitting. Requires no specialized knowledge beyond a good grasp of matrix algebra and some acquaintance with straight-line regression and simple analysis of variance models. More than 200 problems throughout the book plus outline solutions for the exercises. This revision has been extensively class-tested.