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).

---

Definitions:

Coping Strategies

Techniques or methods that people use to manage or overcome difficulties and stress.

Recurrent Dreams

Repetitive dreams that occur over a period of time, often reflecting deep emotions or unresolved issues.

Unresolved Conflicts

Issues or disagreements that have not been adequately addressed or resolved, leading to ongoing tension, stress, or dysfunction.

REM Sleep

A unique phase of sleep characterized by rapid eye movements, increased dreaming, and bodily paralysis, thought to play a role in memory consolidation.