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Presents the theory of linear statistical models at a level appropriate for senior undergraduate or first-year graduate students. This book also presents the basic theory behind linear statistical models with motivation from an algebraic as well as a geometric perspective.

Presents the fundamental concepts of important statistical methods and experimental designs to the students and researchers who need to apply them to their own specific problems.