An Independent Variable X_j Is Considered Highly Correlated with the Other

question 12

Multiple Choice

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

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

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Definitions:

Worthless

Lacking value or utility; considered to be of no real value or importance.

Bipolar Disorder

A psychiatric condition marked by extreme mood swings from manic highs to depressive lows.

Mood Swings

Rapid and intense fluctuations in a person's emotional state that can affect their sense of well-being and ability to function.

Mania

A state of abnormally elevated or irritable mood, arousal, and energy levels, often seen in bipolar disorder.