Which of the Following Is True About Multicollinearity

question 23

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:

Perceived Inequity

A feeling or perception that one's inputs or contributions are not being rewarded or recognized fairly relative to others.

Theory X

Theory X is a management concept that assumes employees are inherently lazy and will avoid work if possible, suggesting the need for strict oversight and control.

Resistant to Change

The tendency to oppose or struggle against modifications to the status quo or established ways of doing things.

Workers

Individuals engaged in some form of employment, contributing their skills and labor in exchange for compensation.