Which of the following statements is true of model F statistics?
A. Bivariate regression becomes multiple regression analysis when F statistics are used.
B. Standardization using beta coefficient augments the effects of using different scales of measurement.
C. Analysis of linear relationships between a dependent variable and multiple independent variables requires that F statistics be smaller than beta coefficients.
D. An F statistic shows the change in the dependent variable for each unit change in the independent variable.
E. A larger F statistic indicates that the regression model has more explained variance than error variance.
Answer: E
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