An Independent Variable X_j Is Considered Highly Correlated with the Other

question 41

Multiple Choice

An independent variable X_j is considered highly correlated with the other independent variables if

• A)VIF_j < 5.
• B)VIF_j > 5.
• C)VIF_j < VIF_i for i ≠ j.
• D)VIF_j > VIF_i for i ≠ j.

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Definitions:

Correlation

A mathematical indicator showing how much two or more variables change in relation to each other.

Test Scores

Numerical representations of an individual's performance on standardized tests or examinations.

Leader-member Relations

The nature and quality of the interactions and relationships between leaders and their followers within an organization.

Unstructured Task

A type of task that lacks a clear, predefined process or goal, requiring creativity and decision-making from the individual.