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AP Statistics/Unit 2: Exploring Two-Variable Data
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High Leverage Point With a Small Residual

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In a regression analysis, which statement best describes a point that has high leverage and a small residual?

A

It always causes the correlation coefficient to drop to zero.

B

It is automatically classified as an outlier in the context of the response variable.

C

Although it has a high potential to influence the regression line due to its extreme x-value, if it aligns with the overall trend, its impact on the line is minimal.

D

It will distort the regression line significantly regardless of its alignment with the other data.

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