In the Following Regression,which Statement Best Describes the Degree of Multicollinearity

question 84

Multiple Choice

In the following regression,which statement best describes the degree of multicollinearity?

• A) Very little evidence of multicollinearity.
• B) Much evidence of multicollinearity.
• C) Only NumCyl and HPMax are collinear.
• D) Only ManTran and RearStRm are collinear.

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Definitions:

Correlation Analysis

A statistical method used to evaluate the strength and direction of the linear relationship between two quantitative variables.

Scatter Diagram

A graphical representation used to visualize the relationship between two quantitative variables.

Regression Line

A line plotted through the scatter plot of data points that best expresses the relationship between those points, typically used in linear regression.

Coefficient Of Correlation

A numerical measure that indicates the strength and direction of a linear relationship between two variables.