Which of the Following Statements Is True of Model F

Multiple Choice

Which of the following statements is True of model F statistics?

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