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AP Statistics/Unit 2: Exploring Two-Variable Data
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Properties Of Leverage In Regression

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All of the following statements regarding leverage in a regression analysis are true EXCEPT:

A

High leverage occurs when an observation’s x-value is far from the mean of the x-values.

B

A point with an x-value close to the mean has high leverage and greatly influences the regression line.

C

A high leverage point has the potential to significantly affect the slope of the regression line if its corresponding y-value deviates substantially.

D

Leverage quantifies the potential influence of an observation based solely on its x-value position.

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