In multiple regression analysis, the word linear in the term "general linear model" refers to the fact that β₀, β₁, . . ., βp all have exponents of A) 0. B) 1. C) at least 1. D) less than 0.

Question

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In multiple regression analysis, the term "general linear model" refers to the fact that the relationship between the dependent variable and the independent variables is a linear one. The coefficients β₀, β₁, . . ., βp represent the change in the dependent variable associated with a one-unit change in the corresponding independent variable. Therefore, the exponents of these coefficients are all 1, which means that the relationship is a linear one. Hence, the best choice is B.

In Multiple Regression Analysis, the Word Linear in the Term