Providing a self-contained exposition of the theory of linear
models, this treatise strikes a compromise between theory and
practice, providing a sound theoretical basis while putting the
theory to work in important cases. The basic idea of the book is to
provide readers with enough background to further explore the
theory and applications of linear models on their own. The
treatment is not meant to be exhaustive; in particular, it is
essentially limited to models with one component of variation.
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