This book develops the basic theory of linear models for regression, analysis-of variance,
analysis–of–covariance, and linear mixed models. Chapter 18 briefly introduces
logistic regression, generalized linear models, and nonlinear models.
Applications are illustrated by examples and problems using real data. This combination
of theory and applications will prepare the reader to further explore the literature and to
more correctly interpret the output from a linear models computer package.