Understanding Model Assumptions in Multiple Regression

Very Easy Multiple Regression Analysis Model Assumptions

In regression analysis, particularly in multiple regression, certain assumptions must be met to ensure the validity of the model results. One of these assumptions pertains to the linearity of the relationship between dependent and independent variables. Which of the following statements is true regarding the model assumptions of multiple regression analysis?

The residuals must follow a normal distribution.

The relationship between the independent and dependent variables must be linear.

Multicollinearity among independent variables is desirable.

Hint

Submitted6.5K

Correct5.3K

% Correct81%