A Major Concern That Arises with Multiple Regression Is Multicollinearity

question 32

Multiple Choice

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

• A) the dependent variable is not normally distributed
• B) the standard errors of the coefficients of the individual variables decrease
• C) the R2 statistic is low
• D) two or more independent variables are highly correlated with one another

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Definitions:

Cultural Differences

The variations in the customs, values, beliefs, and practices that exist among people from different backgrounds and societies.

Gender Differences

Variations in characteristics, behaviors, and roles traditionally associated with being male or female in a specific culture or society.

Achievement Motives

The intrinsic or extrinsic motivations that drive individuals to pursue and attain their goals.

Affiliation Motives

Refer to the innate or learned desire to be associated with other people or groups, often driven by a need for social support, acceptance, and belonging.