Which of the Following Is True About Multicollinearity

question 27

Multiple Choice

Which of the following is true about multicollinearity?

• A) The effect of a dependent variable on another becomes difficult to isolate.
• B) Regression coefficients become clearer and are easier to interpret.
• C) P-values reduce significantly leading to rejection of null hypothesis.
• D) It is best measured using the statistic variance inflation factor VIF).

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Definitions:

Retract

To draw back or withdraw, often used in the context of statements being taken back or anatomical parts being pulled towards the body.

Hyperextend

To hyperextend means to extend a limb or joint beyond its normal range of motion, often resulting in injury.

Medial Excursion

The movement of the mandible toward the midline of the face, which is a component of the chewing cycle.

Opposition

The movement that involves the thumb coming into contact with the tips of the other fingers, allowing for the manipulation of objects.