Linear statistical models are mathematical models which are linear in the unknown parameters and which include a random error term. This error term is what makes the models "statistical". These models lead to the methodology usually called "multiple regression" or "analysis of variance" and have wide applicability in the physical, biological, social, engineering, and business sciences.

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JAMES H. STAPLETON teaches in the Department of Statistics and Probability at Michigan State University.

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