What degrees of freedom do you report with the F-statistic value, in a multiple regression? A) Error and residual degree of freedom B) Adjusted R squared and regression degrees of freedom C) Regression degree of freedom D) Regression and residual degrees of freedom E) Residual degree of freedom

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11. What degrees of freedom do you report with the F-statistic value, in a multiple regression?
A) Error and residual degree of freedom
B) Adjusted R squared and regression degrees of freedom
C) Regression degree of freedom
D) Regression and residual degrees of freedom
E) Residual degree of freedom
12. Which is an example of a first-order multiple regression equation, with three quantitative variables?
A) y = Bo + Bi x + B2 x2 + Bx?
B) y = Bo + Bi xI + B2 x2 + B3 x3
C) y = Bo + B xI + B2 x2 + Bxix2
D) y = Bo + Bi x + B2 x2 + Bxixz + Ba xi? + Bs x7
13. In which SPSS output will you find the overall proportion (percentage) of variance explained by the
independent variables?
A) The Model Summary box
B) The Excluded Variables box
C) The ANOVA box
D) The Standardized Coefficients Beta column
E) The Descriptive Statistics box
14. A quadratic model is one that contains which of the following X terms?
A) 1/X
B) X²
D) In(X)
15. What statistic in multiple regression tells you if the independent variables are highly correlated with each
other (multicollinear)?
A) The T statistic
B) the Tolerance
C) The F statistic
D) the Beta value
16. Which of the following is NOT a reason to code a QUANTITATIVE variable in a higher order regression.
model?
A) To deal with multicollinearity
B) To reduce random error
C) To reduce rounding error
D) To improve matrix inversions
Transcribed Image Text:11. What degrees of freedom do you report with the F-statistic value, in a multiple regression? A) Error and residual degree of freedom B) Adjusted R squared and regression degrees of freedom C) Regression degree of freedom D) Regression and residual degrees of freedom E) Residual degree of freedom 12. Which is an example of a first-order multiple regression equation, with three quantitative variables? A) y = Bo + Bi x + B2 x2 + Bx? B) y = Bo + Bi xI + B2 x2 + B3 x3 C) y = Bo + B xI + B2 x2 + Bxix2 D) y = Bo + Bi x + B2 x2 + Bxixz + Ba xi? + Bs x7 13. In which SPSS output will you find the overall proportion (percentage) of variance explained by the independent variables? A) The Model Summary box B) The Excluded Variables box C) The ANOVA box D) The Standardized Coefficients Beta column E) The Descriptive Statistics box 14. A quadratic model is one that contains which of the following X terms? A) 1/X B) X² D) In(X) 15. What statistic in multiple regression tells you if the independent variables are highly correlated with each other (multicollinear)? A) The T statistic B) the Tolerance C) The F statistic D) the Beta value 16. Which of the following is NOT a reason to code a QUANTITATIVE variable in a higher order regression. model? A) To deal with multicollinearity B) To reduce random error C) To reduce rounding error D) To improve matrix inversions
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