Question

Which of these statements about multiple regression is best?

A) The p-value for the F-test may not be interpreted the same with multiple regression models as they are with simple linear models.
B) The multiple regression model includes several dependent variables.
C) The multiple regression model includes several intercept terms.
D) The multiple regression model includes multiple slope coefficients.

Answer 1

D) The multiple regression model includes multiple slope coefficients is the best statement about multiple regression.

Multiple regression is a statistical technique used to analyze the relationship between a dependent variable and multiple independent variables. The multiple regression model includes one dependent variable and multiple independent variables, also known as predictor variables or regressors. The model estimates the relationship between the dependent variable and each of the independent variables separately, controlling for the effects of the other independent variables.