A Major Concern That Arises with Multiple Regression Is Multicollinearity

question 134

Multiple Choice

A major concern that arises with multiple regression is multicollinearity, which exists when:

• A)in simple regression, when the dependent variable is not normally distributed
• B)in simple regression, when the R2 statistic is low
• C)in multiple regression, when the R2 statistic is low
• D)in multiple regression, when two or more independent variables are correlated with one another

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Definitions:

Preliminary Hearing

A preliminary hearing is a court proceeding where the judge determines whether there is sufficient evidence for the case to proceed to trial.

Information Route

The path or channel through which information is transmitted from one point to another.

Grand Jury

A body of citizens convened to consider whether there is sufficient evidence to indict someone suspected of a crime, functioning primarily in the U.S. legal system.

Recklessness

The act or state of demonstrating a lack of regard for the danger or consequences of one's actions, differentiating from mere carelessness by the conscious decision to disregard safety.