Outliers Leverage and Influential Points
I. An influential point in a regression analysis must always have a large residual.
II. A point with high leverage (an x-value far from the mean) that does not conform to the overall pattern can significantly alter the regression line.
III. A data point that is a vertical outlier (has a large residual) is always an influential point.
Which of the following statements about outliers, leverage, and influential points is true?
A
Only I is true.
B
II and III are true.
C
Only II is true.
D
I and II are true.
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