When Does Multicollinearity Occur in a Multiple Regression Analysis

question 51

Multiple Choice

When does multicollinearity occur in a multiple regression analysis?

• A) Dependent variables are highly correlated.
• B) Independent variables are minimally correlated.
• C) Independent variables are highly correlated.
• D) Independent variables have no correlation.

---

Definitions:

Confidential

Information or material designated as private or secret, requiring careful handling and restricted access to protect privacy or integrity.

Credit Bureaus

Institutions that collect and compile individual credit histories, providing credit reports to lenders for decision-making purposes.

Appealing Fix

A solution or repair to a problem that is attractive or satisfying because it is effective, easy, or beneficial.

Human Error

Mistakes made by humans, especially in operational or procedural contexts, leading to deviations from intended outcomes or processes.