In a Multiple Regression Analysis, the Following Correlation Matrix Was

question 124

Multiple Choice

In a multiple regression analysis, the following correlation matrix was computed. What does the correlation matrix suggest about the independent variables?

• A) X1 and X2 are correlated.
• B) No correlation between the independent variables.
• C) All 4 independent variables are highly correlated with each other, therefore multicollinearity exists.
• D) X1 and X4.
• E) X2 and X4 are correlated as well as X1 and X3; therefore multicollinearity exists.

---

Definitions:

Unfair Treatment

Actions or behaviors that are unjust, biased, or favoring one party over another in an unjust manner.

Appropriate Information

Relevant and suitable data or details that match the context or requirements of a particular situation or decision-making process.

Distributive Justice

The perceived fairness of how resources and rewards are distributed within a society or organization.

Procedural Justice

The fairness of the processes that are used to make and implement decisions, often emphasizing transparency, opportunity to voice concerns, and consistency.