Find a serious approach to the study of linear models and their applications through discussion of analysis of variance (ANOVA) techniques in Linear Models: The Theory and Application of Analysis of Variance. This book represents an equal emphasis on orthogonal representations that delve from the history of the subject and on the vector-matrix approach that has surfaced in recent years. Over 400 exercises varying in degrees of difficulty, orientation and application with some solutions reinforce applications to linear regression (both simple and multiple) and to experimental design.